Commit Graph
53 Commits
Author SHA1 Message Date
Marius CiepluchandClaude Opus 5.5 69d4a8626f fix(taint): a value stored while its guard held stays guarded
Ultimate Member's fixed pin kept one alert. The fix writes
`$this->sql_order = " ORDER BY u.{$sortby} "` inside
`elseif (in_array($sortby, $allowed, true))`, and after the if/elseif chain it
passes the field through `apply_filters(...)` into a second assignment. The guard
was judged only at the flow's final node, which is outside the branch.

A guard is now also judged at every point where the path stores the value (an
assignment target). A value stored while the check held carries the check forward,
because the rest of the path derives from that store. A mere read inside a branch
is not a candidate: the engine lists uses in branches the flow does not depend on.

The Joern-gated test gains the shape and its control: the same store in the
unguarded else branch, through the same filter, is still reported. The test fails
when only the end is judged.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 17:24:49 +02:00
Marius CiepluchandClaude Opus 5.5 03f2ce7162 feat(taint): guards -- a validator or allowlist check makes a value safe where it held
Three of the four fixed-side alerts left in the independent population had one
cause: the fix was a check, and checks were not modelled.
- wger's fix is `url_has_allowed_host_and_scheme`: `if not ...(next_url):
  next_url = reverse(..)` and `if next_url and ...(next_url): return redirect`.
- Ultimate Member's fix is an allowlist: `in_array(strtoupper($order), [...],
  true) ? $order : 'ASC'` and `elseif (in_array($sortby, $allowed, true))`.
(The fourth, Signal K, is `assertAllowedHost`, a project-local function. It is not
covered.)

Sanitizer facts can now say `guard = true`. A guard is a check, never a cleansing
call on a path. A flow is discharged only when a guard tests a variable the path
carries, and the flow is in one of these places:
- inside the branch whose condition requires the check. The guard may be combined
  with `&&` only;
- past a failure test, a single `!` combined with `||` only, whose branch exits
  (return, exit, die, wp_die, throw) or overwrites the value, and whose condition
  dominates the flow's end;
- through a ternary whose condition requires the check, where the other arm cannot
  carry the value. The engine can enter through the condition's own copy of the
  value, which never becomes the result.

Facts: `in_array` (PHP) and Django's `url_has_allowed_host_and_scheme` /
`is_safe_url` (Python). A row now consults guards even when a request lists no
sanitizers.

Two Joern-gated tests cover the discharged shapes and, as controls, an unguarded
redirect, a guard on a different variable, a failure that is only logged, the
unguarded else branch, and the ternary arm the check does not select. Both tests
fail without the guard.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 16:56:15 +02:00
Marius CiepluchandClaude Opus 5.5 3358631448 fix(scan,taint): TypeScript's limit is owned by TypeScript; a source pattern is a token
Two defects found by the cause-B rescan of the independent population (exploratory,
a retune after protocol-v1):

- `typescript_property_support_unvalidated` still reached the whole repository.
  YesWiki is a PHP application that ships a few `.ts` files, and all 1,128 of its PHP
  questions were unresolved. The limit is now owned by the TypeScript partition. A
  TypeScript project (Mockoon, Signal K) is unchanged.
- `isSourceCall`, and the method-level "reads a source" heuristics, matched source
  patterns as substrings. Flask's `request.get` therefore claimed Django's
  `request.get_host()`. wger's fix passes that host to
  `url_has_allowed_host_and_scheme`, and both fixed functions were reported as open
  redirects from it. Patterns are now matched as bounded tokens, like sinks and
  sanitizers. wger's vulnerable-pin detections rest on `request.GET`, which still
  matches.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 15:13:30 +02:00
Marius CiepluchandClaude Opus 5.5 949977c7a6 fix(taint): an SQL escape protects only a quoted value; splice the engine's object detours
`esc_sql` and the mysql/pg `*_escape_string` functions only backslash quotes. A value
they escape is safe inside a quoted literal and nowhere else. Ultimate Member
CVE-2024-1071 is `$sortby = esc_sql(...)` built into `" ORDER BY u.{$sortby} "`, and
it read as sanitized. Sanitizer facts can now say `quoted_only`. The escape keeps its
credit unless the first string the value is built into (concat, interpolation,
addition, f-string) places it after literal text that opens no quote. With no string
built downstream, the credit stays as before. pg_escape_literal adds its own quotes
and stays a full cleanser.

Two further defects hid the same CVE:
- The engine is field-insensitive on the object. Its one path from `$this->sql_order`
  went `$this` -> `$this->having` -> `esc_sql($this->having)` -> ... -> the query.
  absorbedByObject cut it, and it credited an unrelated field's escape. When a path
  leaves a field through the object for another field and reads the first field
  again, the detour is spliced out. The later read may be on the path or inside the
  sink argument where the path ends.
- The field join judged a field clean if ANY sanitizer name was on its path. It now
  uses the same quote-aware check as a row. This matters because the engine's own
  path to the query changed between runs: 2 of 4 identical runs chose a path via
  `$wpdb->prepare`. The field join is the deterministic route.

Exploratory (retune after protocol-v1): the Ultimate Member vulnerable pin is detected
at class-member-directory-meta.php:936. The fixed pin still alerts at :945. Its fix is
an allowlist (`in_array(...) ? $v : 'ASC'`, and an `in_array` guard), which is not
modelled yet.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 13:35:45 +02:00
Marius CiepluchandClaude Opus 5.5 562b670a43 feat(rules): Django request sources; a destination with a fixed origin is not untrusted
python.toml's sources were Flask-only, so no flow could start anywhere on a Django
project. OpenCVE's SSRF reads its URL from `form.cleaned_data`, and the scan answered
the sink file and found nothing. Added: request.GET/POST/body/COOKIES/FILES/META,
DRF's query_params, and cleaned_data.

With those sources known, OpenCVE reported three redirects that cannot leave the
site: `reverse("cves") + "?" + request.GET.urlencode()` (twice) and
`reverse(route, kwargs=...)`. Destination sink facts can now set
`prefix_fixes_origin` and `origin_anchors`. A path is cut when it enters a
concatenation, f-string or `+=` through anything other than its leftmost operand,
and that operand fixes the origin. Origin-fixing operands:
- a literal `/x`, `?` or `#`;
- a literal of the form scheme://host/;
- an anchor call;
- a variable whose every assignment fixes the origin.
A path is also cut when it passes through an anchor. `"/" + x` (//evil) and
`"https://" + host` stay reported. A Joern-gated test covers all seven shapes.

Exploratory (retune after protocol-v1): OpenCVE vulnerable and fixed pins are both
0 findings, down from 2 and 3. The SSRF itself is still missed, because the flow
crosses a registry dispatch (`REGISTRY.get(t)(extras).run()`) that the engine does
not follow.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 12:37:22 +02:00
Marius CiepluchandClaude Opus 5.5 ec3d1457fb fix(rules): Node vm is an eval sink; a package name is not a sink token
mongo-express CVE-2019-10758 passes the request body to vm.runInNewContext. No
injection sink named that call, so the flow was answered and missed. runInNewContext,
runInContext, runInThisContext and compileFunction are now CWE-95 sinks.

Once the file's questions completed, the fixed pin showed a second defect. Every call
on `require('mongodb-query-parser')` has that package name as its full name. The
bounded-token match treats `-` as a boundary, so the name matched the SQL sink
`query`. In a full name, `-` belongs to a package name, so it no longer separates
tokens.

Exploratory (retune after protocol-v1): mongo-express vulnerable pin now detected at
lib/bson.js:60.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-25 11:47:15 +02:00
Marius CiepluchandClaude Opus 5.5 d5277c60d0 fix(taint): a field the method itself just overwrote is not object state
The largest remaining class in the third PMPro sample (2 of 4 false
positives): every MemberOrder method builds its statement in
$this->sqlQuery and runs it at once. One method writes request data there,
the field join keyed the field file-wide, and deleteMe() -- which had just
set it from the internal $this->id -- and updateTimestamp() (no caller in
the plugin) were reported as SQL injections.

A field read is now a field-join source only when it reads state another
method left: not the target of a write, and not a read that the method's
own write to the same field dominates. If that own write carries request
data, the ordinary flow from the source still finds it. A real-Joern
control covers all three: the method whose write carries $_POST (found),
the method that overwrote it with an internal id (quiet), and a method
reading what another left (found). It fails on the old query.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 15:53:57 +02:00
Marius CiepluchandClaude Opus 5.5 6c03b4a38c fix(taint): a sanitizer the value passes through counts; only an access is a source
Found on PMPro's re-added class-pmpro-levels.php:87: every REST handler
casts the level id, `isset($p["id"]) ? intval($p["id"]) : null`, and the
flow was reported unsanitized. Traced, the engine steps from intval's
argument straight to the conditional, so `intval` is never a path element
and the element-wise sanitizer check never saw it.

- sanitizedBetween: where a path element contains the previous one, the
  syntax between them is what the value was wrapped in; a sanitizer there
  sanitizes the flow. A sanitizer elsewhere in the expression (the other
  branch of a conditional) does not count. Used by the sink query and the
  hook join; the field join already matched sanitizer text.
- The test exposed the conditional itself as a source: isSourceCall matched
  any operator by its full text. Of the operators only an access
  (field/index) names its own value; a conditional or concatenation built
  from `$_GET` is not a source.

A real-Joern control covers the cast inside a conditional (sanitized) and
a sanitizer in the other branch (not); 20 query tests pass.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 12:39:23 +02:00
Marius CiepluchandClaude Opus 5.5 d57966a6b6 fix(taint): the field join links methods only through the object itself
profile.php:424 survived the hook-argument fix through the field join: in
another function of the same file, `$user = new stdClass; $user->ID =
$_POST['user_id']`, and the join keys a field by its TEXT across the whole
file, so the WP_User parameter's `$user->ID` became a field source.

The join exists to carry object state between methods ($this->attachments
written in the constructor, read in _delete_files). That reading of a
field's text holds only when the base IS the object ($this, this, self).
Any other base is a variable, matched within its own method only, where
the engine's dataflow already sees it. A real-Joern control covers both
(a local variable's field in another function stays quiet; $this state
across methods is traced) and fails on the old query.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 11:20:30 +02:00
Marius CiepluchandClaude Opus 5.5 7b8ff3cf44 fix(taint): a filter returns its value argument; a source is the access, not a call around it
The apply_filters class from the second PMPro adjudication (2 of 3
remaining false positives): `apply_filters('pmpro_random_code', $code,
$this)` returned whatever $this carried, and a report's `$type` reached SQL
only as an extra filter argument. Two causes, both fixed generally:

- The dispatch fact now says what an apply call RETURNS: `returns` names
  the calls whose result is the dispatched value and `value_arg` its
  position (WordPress: apply_filters/apply_filters_ref_array return
  argument 2; do_action returns nothing). A path through such a call must
  ENTER by that argument -- the first of the run of the call's arguments
  before it, because the engine hops between sibling arguments
  ($_GET["c"] -> md5("x") -> apply_filters). Loaded and validated as data;
  the query knows no framework.
- A call was a source when the pattern appeared anywhere in its text, so
  `apply_filters(..., $_GET["c"])` and `sanitize_text_field($_POST[..])`
  were sources themselves -- the "a token matches the thing it names"
  invariant. A call is now a source when the pattern names its callee,
  receiver or the access it is; the inner access stays a source.

Controls: dispatch facts load/validate; a real-Joern case with request
data as filter context (quiet) and as the filtered value (found). 1,453
host and 18 query tests pass.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 08:36:28 +02:00
Marius CiepluchandClaude Opus 5.5 7bc7acbf52 fix(scan): keep the field join's parameter seeds when a region's own parameters are not input
da0ee57 turned parameter sources off for the mapper's catch-all `function`
entries, and with them the field join's seeds, which read the same flag:
MW WP Form's CVE-2023-6559 ($this->Data, filled by a constructor) was lost
(10 -> 3). The field join now has its own request field,
`fieldParameterSources`, set by the old entry rule; a region's own
parameters follow the new one. Both known CVEs are found again (MW WP Form
10 -> 4, WP Statistics 39 -> 18, 91/91 and 774/774 completed). The dropped
findings sampled against their call sites all take internal values:
ExistTable('useronline'), wp_statistics_visit('today'), remove() on the
plugin's own temp directory, _render('text', ...).

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 02:40:00 +02:00
Marius CiepluchandClaude Opus 5.5 da0ee576f8 fix(scan): a catch-all function's parameters are not attacker input; field reads need the same field
Two classes the traced PMPro survivors named after 1f91c0b:

- The mapper records every named PHP function as an entry of kind
  `function` (3,507 of PMPro's 4,412), and every entry's parameters were
  sources, so internal helpers became injections: sendCancelAdminEmail's
  $user, a gateway hook callback's $user_id/$morder fired by do_action.
  Regions now carry the entry kind; parameters are input only for request
  entries (route, parser, privileged surface). Call depth is unchanged, so
  such a region is still followed into its callees. JavaScript and Python
  emit no `function` entries.
- The object rule is general: a field read continues a flow through the
  bare object only if the taint came through the SAME field, or was
  assigned to the variable or passed in as a parameter. It now also cuts
  $this->Gateway -> this -> $this->user_id (memberorder.php:705).

plausible() memoises the sink test per node and skips the object walk for
paths with no field access (the filter had cost one outlier 101 s -> 160 s).

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 02:26:07 +02:00
Marius CiepluchandClaude Opus 5.5 1f91c0b089 fix(taint): drop paths through a query's result or through a whole object
Traced element by element (new opt-in `trace` on taint requests), every
false PMPro SQL injection in the adjudicated sample took one of two steps
no real injection needs, both over-approximations of Joern's dataflow:

A. Through a query: `$id = $wpdb->get_var("...'" . $token . "'")` is the
   injection; the engine carried $token on through the query's RESULT
   into later queries (getMemberOrderByID:705, profile.php:515).
B. Through the object: request data written to $order->ProfileStartDate,
   or passed as an argument beside $wpdb, tainted the whole object and a
   DIFFERENT field read from it came out tainted
   (memberorder.php:1122/1633, pmproemail.php:262).

A path is now dropped when it passes through a call to a sink of its own
family, or when a field read is reached through the bare object after the
taint entered it by writing another field or without being assigned to
it. A member of a value that IS tainted (the result of a read, a return,
an assignment) and a field read back after being written are kept. Applied
to the sink query, the field join and the hook join. A real-Joern control
covers both cuts and both keeps, and fails on the old query; all 17 query
tests pass.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 00:54:17 +02:00
Marius CiepluchandClaude Opus 5.5 bdb5a866d6 revert(taint): the caller-fed field rule removed a true positive and missed the false ones
Reverts 6ebbc89 and e0c260c (keeping finding_dump's completed-regions
record). Measured on PMPro, comparing only questions both runs answered
(157): 37 -> 31 findings, but the six removed included the adjudicated TRUE
positive discount-codes.php:154 (REST-reachable), and only one of the six
sampled object-field false positives went away; five are still reported.
It also cut completed questions 295 -> 158. MW WP Form and WP Statistics
were unchanged either way.

The diagnosis was wrong: the object-field false positives do not come from
setter parameters. The witnesses name one field (e.g.
$update_order->BillingFrequency) and the query interpolates another
($this->membership_id), which points at field-insensitive propagation
through the object instead. To be confirmed on a flow path before any fix.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-24 00:34:04 +02:00
Marius CiepluchandClaude Opus 5.5 e0c260ca5f perf(taint): ask the caller check only of a parameter that starts a flow into the field
Asked of every parameter up front, 6ebbc89's caller check ran a repository-
wide flow query per parameter of every method in a file and cut PMPro's
completed injection questions from 272 to 67 in the same budget -- so its
48 -> 26 findings could not be read as precision. The flow into the field
is asked once as before; only a parameter at the head of an unsanitized
flow is checked against its callers. finding_dump now records completed
regions so runs compare only where both answered.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-23 22:49:44 +02:00
Marius CiepluchandClaude Opus 5.5 6ebbc89d64 fix(taint): a field is attacker input only when a caller feeds it request data
The field join (task 5.11) seeded every parameter of every method in the
file, so every setter made its field a source. Adjudicated on PMPro, six of
eight false SQL injections in a 1-in-5 sample were object fields holding
database or internal values ($this->membership_id, $morder->user_id).

A parameter now seeds the join only where some call site passes it request
data without a sanitizer on the way (memoised per method and index); a
request source read in the file still seeds as before. A real-Joern control
covers both directions -- a setter only given a constant stays quiet, a
constructor handed $_GET (the CVE-2023-6559 shape) is still found -- and
fails on the old query with exactly the PMPro false positive.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-23 21:47:41 +02:00
Marius CiepluchandClaude Opus 5.5 3c195c9369 fix(scan): itemise change context only in the files a change touched
The PHP transfer replay (pre-push 13.3) spent its whole 7,200 s case in the
head side's evidence pass. A probe on one PMPro graph named the cause: not
compute -- context adds ~20% engine time -- but OUTPUT. Each evidence request
listed every method its scope reached, up to 1,845 rows; 200 requests into
the bundled Braintree SDK returned 52,831 rows, 9.4 MB, against 211 rows
without context, over 22,125 requests in a 3 GB container.

`affected_context` only ever attaches a location in a changed file, and
every other row was checked (real file under the root, usable extent) and
discarded. The scan now sends the changed files; the engine itemises those
and folds the rest into one `context_elsewhere` row carrying exactly what
that check reads. With no safe file list the engine itemises everything,
as before.

Equivalence: unit controls over valid, missing-file, no-extent and
outside-root cases, with and without a changed-file row; a real-Joern
control; and on PMPro itself, 2,440 relationships and zero gaps decided
identically from both forms, 52,831 rows down to 3,241 with the most
referenced file as the change. Probe: benchmarks/push/context_cost_probe.py.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-23 12:19:35 +02:00
Marius CiepluchandClaude Opus 5.5 1b28465a61 feat(scan): size portions from measured per-answer cost and isolate the kill culprit
The 7.8 trace showed the completion loss was a sizer death spiral, not
expensive families: after two kills the budget fell to 3 sink visits and
never recovered, because portions finishing in 25-30 s sat under an assumed
70 s fixed start and read as "no information", so the budget could only
shrink.

- taint.sc streams each answer's own cost (`ms`); the backend carries it as a
  reserved `__timing__` list through shards, partitions and reuse.
- The sizer budgets predicted seconds from per-family seconds-per-visit rates
  learned from those costs, and measures the fixed start as the wall time the
  answers do not explain (median), instead of assuming it.
- A kill names its culprit: the first unanswered id in request order. The ids
  behind it never started and are re-queued at once; the culprit is asked
  alone after the rest. One that still fails alone after more than a
  portion's target is reported as `query_too_expensive`, apart from
  `query_failed`.
- Portions grow id by id from the queue head, and a single-portion scan now
  goes through the queue too, so a kill there re-asks its remainder.
- Fix: the reuse wrapper wrapped only `run_batch`, so since 7.8 every
  portioned query bypassed the graph-reuse cache and its source-root
  normalization. `run_batch_once` is wrapped too.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-23 07:55:33 +02:00
Marius CiepluchandClaude Fable 5.1 a8b226a5c8 feat(cpg): portion the work instead of capping it -- a kill keeps what finished
A hard per-invocation ceiling is all-or-nothing. A batch killed at 301 s lost every answer it had
already computed, and the retry paid a fresh JVM start per part to ask them all again: measured, 116
requests killed at 300 s, then eight restarts carrying the same everywhere-sinks in every part.

Three coordinated changes make portioning, not the cap, the thing that governs cost.

  The taint query STREAMS. The census first, then one line per request as it is answered, flushed as
  it goes, inside the unchanged fence. The other queries do not stream and need not; the driver
  reads both forms, and a legacy single document parses exactly as before.

  The driver HARVESTS a kill. The process group is terminated first -- a first cut read the pipe
  before killing and a pipe whose writer is alive never reaches end-of-file; the suite own
  hanging-engine control sat on that read for twenty-eight minutes -- then the pipe is drained and
  every complete line becomes an answer, marked partial. The retry asks only the remainder.

  Portion sizing ADAPTS. After each portion the observed seconds per sink visit, less the fixed
  start, resizes the rest toward a 120 s target; a portion that did not answer halves the budget
  rather than being fitted, because its true cost is unknown and above the ceiling. A portion cut
  down to fit puts its remainder back at the front of the queue.

A census LINE carries nothing but the census. A first cut misread a legacy document that carried the
census beside its answers as a census line and dropped every answer it sat beside; a control caught
it. Task 7.8 in contributor-scan.

Verified: 1,423 host tests pass, nineteen skipped, including new controls for the assembler in both
forms and under a kill, for a retry that asks only the remainder, and for the sizer. Not yet
verified: the joern-gated streaming check and the plugin measurement, which wait for the transfer
replay to free the machine and are stated as open in the task.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-22 21:03:04 +02:00
Marius CiepluchandClaude Opus 5 f31ef862a7 fix(output-encoding): ask about the server half, and say what the family cannot decide
The census recorded this family completing 44 questions on a Node application and finding
nothing, which is what a client-only vocabulary must do there: all six declared sinks were DOM
sinks. NodeGoat's cross-site scripting is server-side.

Decision: the family asks about a value reaching a rendering call, and states in its own
declaration that it cannot decide template-mediated escaping. Whether res.render is safe depends
on the engine's autoescape setting and on the template's markup, neither of which is at the
call, so res.render is not a sink and the family's limits field says so. A new CWE-79 sink
covers res.write, res.end, res.send and the response.* spellings; res.json stays out because an
application/json body is not a document.

Template auto-escaping is claimed where its evidence is, as a configuration defect:
swig.setDefaults, nunjucks.configure and marked.setOptions are security settings now.

It establishes a finding: app/routes/research.js:25, model_entailed,
`req.query.url + req.query.symbol -> res.write(body)`. The handler fetches a URL the caller
chooses and writes the response body into a text/html response, so the document served from
this origin is the attacker's. The record states how coarse the step is: the path from url to
body runs through the client's callback parameter, which the graph treats as reachable from the
call's arguments, so the conclusion rests on the call's semantics rather than on what the graph
established. Five of seven families now establish findings.

Four defects were found on the way, three of them false positives this change would otherwise
have shipped.

- The permissive-value set was shared across every setting, while a boolean's polarity belongs
  to the setting: true leaves the door open in cors({origin: true}) and closes it in
  swig.setDefaults({autoescape: true}). Adding the template engines would have reported the fix
  as the defect on the line that offers it. ConfigSpec now carries per-setting values, and
  Jinja2's Environment moved out of Python's shared list for the same latent reason.
- config.sc matched a dotted setting on its trailing segment alone, so marked.setOptions would
  have claimed an editor's setOptions. dominance.sc already required the qualifier.
- taint.sc asked its flow query of every argument including the receiver at index 0. On a
  response sink the receiver is the response object, so res.end() -- which takes no data -- was
  reported exactly like the res.write(body) two lines above it. Flows now use the real
  arguments, as arity already did.
- The arbiter sorted a file's settings by line number as TEXT, so line 126 preceded line 78 and
  which setting a file reported depended on the spelling of its line numbers.

Template escaping disabled at server.js:135 is detected, measured model_entailed against the
real query and the real arbiter, and still not reported: the arbiter returns one verdict per
question and that file has an earlier permissive setting. Task 14.6 carries it rather than
hiding it.

1,415 tests pass, thirteen skipped; nine Joern-gated query tests pass in the image.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-19 20:38:39 +02:00
Marius CiepluchandClaude Opus 5 4e2619e248 feat(pre-push-safety-net): census the declared families and fix a sink matched in a comment
Seven vulnerability families are declared and two had been proven. The census asks each of
them, on whole checkouts of NodeGoat and VAmPI, whether it establishes anything at all, and
reports a family that answered and found nothing separately from one that was never asked.

Four establish findings: injection, access_control, config_secrets and untrusted_destination.
Output encoding, path, prototype and deserialization establish nothing on either subject. All
299 NodeGoat and 35 VAmPI questions completed, so the silences are answers.

Three of those silences are diagnosed gaps, not clean code. NodeGoat's documented SSRF calls
needle.get, which the sink vocabulary does not hold. Its XSS is server-rendered, and output
encoding declares only DOM sinks, so no question it can ask could have found it. Its two
access-control defects raise no obligation at all: measured with the real dominance query,
every modelled data operation lives in app/data/*-dao.js and none in a route handler file,
while the family scopes operations to the region's own file. Tasks 14.2 to 14.5 carry each
gap; none is fixed here.

The census also found a false positive and it is fixed. NodeGoat's only prototype report was
the word `set` inside `// set these up in case we have an error case`: the matched node is the
<operator>.assignment holding the entire 1,000-character signup handler, and sinkMatches
searched a node's whole text. It now confines the text clause to the callee and excludes
operator nodes. Fourth instance of this bug class after fgets/gets, resolve/resolveUrl and
user/users. Measured on NodeGoat's non-vendor calls, injection sinks fall 28 to 3, prototype
13 to 2 and untrusted destination 26 to 7, with no true positive lost; req.query had been an
injection sink because `query` is word-bounded inside it. Witnesses now name the sink call
rather than the assignment that contained it.

1,411 tests pass, ten skipped; the six Joern-gated query tests pass in the image, including a
new one that fails on the shape this fixed.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-19 17:39:29 +02:00
Marius CiepluchandClaude Opus 5 b95a371b7e feat(contributor-scan): name the function a question cannot locate (M1b 12.3)
After per-family context, every remaining unresolved question reported
context_scope_empty, all in three files. The cause is not a missing producer:
app/routes/index.js requires seven handler modules and defines none of them, so a
question naming handleContributionsUpdate there names a function that file
genuinely does not hold, and the empty scope is the correct answer.

Reporting that as "scope empty" hid which of two different things had happened. A
file the frontend produced no methods for is one problem; a question naming a
function defined in another module is another, and it is the common one. Taint and
configuration now separate them, reporting context_function_unresolved with the
name in the first case and context_scope_empty only when the file has no methods at
all. The driver no longer stacks its generic gap on top of a query that already
explained itself, and the new gap is question-owned so it cannot block another
question's comparison.

Completion is deliberately unchanged. The tempting fix is to widen such a question
to its whole file, which would raise the number by answering a question nobody
asked; a question whose function the graph does not hold stays unresolved, with the
name now recoverable from the question that asked it.

Group 12 is complete: admission no longer rejects genuine findings on a
mis-extracted operation symbol, both families that could never complete their change
context now can, and the remaining unresolved questions say precisely why.

1,406 tests passed, nine skipped.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-17 13:28:40 +02:00
Marius CiepluchandClaude Opus 5 b202aabd8b feat(pre-push-safety-net): bind the reachability boundary to what it limits (M1b 10.5)
dynamic_external_or_depth_context_unresolved was applied as though it invalidated
everything about a question. It does not. Bounded reachability can hide further
flows; it cannot invalidate a flow that was traced, and it cannot remove a call
from a structurally scoped enumeration.

At scan level the boundary is now recorded against its owning question without
demoting that question's answer. An unavailable context projection, an empty
context scope and an unreadable method extent are unknown ownership and still
demote.

In comparison it no longer blocks the head's own claim, since the finding rests
on a path that was actually traced, and no longer blocks an absence read off the
enumerated inventory. It still blocks every claim that rests on a flow not having
been traced, including the anchored source-connection branch, which now reports
base_reachability_bounded rather than silently passing.

The query declares the basis of its enumeration. A file- or nesting-scoped
question walks calls structurally, so an unresolved destination cannot remove one
from scope. Following the call graph makes the reachable set the scope, so the
same unresolved destination can shrink what was enumerated; that inventory cannot
establish absence while reachability is bounded, and says so.

One prior control asserted a question's own reachability gap blocks its own
claim. It is updated with its reason and split, so an own projection gap is still
proven to block while an own reachability gap no longer does.

1,362 tests passed, nine skipped. Rollout stays NO-GO.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-16 17:26:16 +02:00
Marius CiepluchandClaude Opus 5 c73efd2bde feat(pre-push-safety-net): export the enumerated operation inventory (M1b 10.4)
A taint answer reports traced flows, so an absent row means either that the
operation is not present or that no traced path reached it. Change comparison
needs that distinction to say a change introduced an operation, and reachability
is deliberately bounded, so the two can never be separated from flow rows alone.
That is why the veto guarding the confusion is permanently true on any real
Express application, and why it could be neither discharged nor safely removed.

The taint query now exports one row per operation it enumerated in scope, plus a
completion marker. The marker is what makes an empty inventory meaningful:
without it a scope that was never enumerated and a scope holding no such
operation are indistinguishable.

Comparison separates three outcomes on a changed line: the operation is present
in the base without a traced flow, which is a reachability statement and not
novelty; the operation is absent from an enumerated base, which establishes that
the change introduced it; or the base scope was never enumerated, which stays
explicitly unresolved. A malformed inventory row is not an empty inventory.

The arbiter now skips any row carrying a kind, so an inventory row cannot be
normalized into a flow with an empty source that names no attacker input.

Verified against the real engine on an authored two-revision JavaScript control:
the operation is enumerated on both sides, the base carries it with zero traced
flows, the zero-operation marker appears for an empty scope, and answers and
findings are unchanged. No new sink inference, alias resolver or second source
IR. 1,354 tests passed, nine skipped. Rollout stays NO-GO.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-16 16:46:00 +02:00
Marius Ciepluch 6ba2b06353 feat(pre-push-safety-net): exclude vendor inputs and partition frontend coverage 2026-09-13 11:53:29 +02:00
Marius Ciepluch ebad83009e feat(pre-push-safety-net): connect change context to ranked questions 2026-09-13 10:41:32 +02:00
Marius CiepluchandClaude Fable 5.1 983eda5886 feat(model): v4 measured; a parameter-fed field becomes strong carried only when the exact flow confirms it
v4 (provenance split): pmpro 69 and wpstatistics 172 unchanged -- their tier-4 members are source-fed
through same-file helpers that read the request; mwwpform 68 -> 248, because its CVE's region is fed by
a constructor parameter, the shape the split demotes and the exact flow had put at 30. v5 asks the flow
for exactly the parameter-fed fields a sink-bearing region reads, memoised per (family, file, field),
and reports carriedBy for diagnosis.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 13:27:49 +02:00
Marius CiepluchandClaude Fable 5.1 20d53f1c4d perf(cpg): the field and hook memos live at batch scope, keyed by what the answer depends on
methodsByFile, seedsByFile, fieldTaintMemo and hookKeysMemo were declared inside rowsFor and so memoised
nothing across a batch's requests: every pair re-walked the file's methods and re-ran the join's flow
queries. Hoisted, with the family's sources, sanitizers and parameterSources in the key.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 13:14:21 +02:00
Marius CiepluchandClaude Fable 5.1 d1f37abadd feat(model): carried with provenance -- source-fed promotes a tier, parameter-fed only orders
Structural carried (v3) measured: pmpro 391 -> 69, wpstatistics 504 -> 172, mwwpform 513 -> 68 -- and
tier 4 swollen to 555 and 569 regions, because "assigned from a parameter" was folded in with "assigned
from a source" and every constructor does the former. The query now reports carriedKind; the vector
promotes on "source" and gives "parameter" a within-tier weight of 0.75.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 13:11:00 +02:00
Marius CiepluchandClaude Fable 5.1 ce49bd877c perf(cpg): carried for evidence mode is structural, not a flow
The flow form -- a reachableByFlows per candidate assignment -- turned pmpro's evidence pass from 255 s
into one that did not finish in 1,800 s. Evidence may be a structural proxy, so stage one of the join is
now asked as structure: a field the region reads is assigned, in its file, from a source expression, from
a parameter of the assigning method, or from a same-file method that reads a source; a hook applied in
scope has a registered callback holding a source or such a field read. Memoised per file and per
callback for the batch. Verified on WP Statistics's record(): carried = true, 36 s including the JVM.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 12:53:22 +02:00
Marius CiepluchandClaude Fable 5.1 1741b6bed6 feat(model): phase 2 measured (weights v1) and carried reported by the evidence branch
budget_at_recall by a real evidence pass over every region: pmpro 391 -> 116, wpstatistics 504 -> 223,
mwwpform 513 -> 292, vampi 16 -> 16. The gate (< 50) is not met. pmpro's CVE is inside its 121 tier-4
regions; WP Statistics's and MW WP Form's are one tier low because `carried` -- stage one of the
two-stage join -- was not reported as evidence. taint.sc now reports it where a sink exists, and the
vector reads the query's answer when given.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 11:47:06 +02:00
Marius CiepluchandClaude Fable 5.1 0f35578d5b perf(cpg): one taint row per evidence key, with the path count
Ten real pmpro pairs at callDepth 3 returned 3,838 flow rows. Every field the driver reads is a property
of the sink or of (source kind, source, sanitized); only `length` varies per path, and the driver ranks
by the shortest. Grouped on that key with the minimum length and a `paths` count: 1,155 rows carrying
3,838 paths, same time. The specs are corrected too -- the first write-up called the depth-3 rows
"mostly the same evidence repeated", and 3.3x is what the measurement says; the other 30x is distinct
sources.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 09:14:25 +02:00
Marius CiepluchandClaude Fable 5.1 60963f565c fix(cpg): the real-request cost, attributed and removed -- overlays once, seeds scoped, data tables out
Task 5.13, measured on ten real pmpro pairs at callDepth 1 with each join half switched separately and
the 54 s JVM fixed cost subtracted: both halves off 11.1 s/request, field half 10.9 s, hook half past
49 s (timeout). Stage timers put it in `hookSeedsIn("")`: every field access in all 7,061 methods put
through the field join before the first callback was answered. Seeds are now the callback's own body
and file, which is where WP Statistics's `set_current_page` and `$this->rest_hits = ...` both live.
Both halves on: 9.7 s/request. `sourceNodes` is also materialised once per request instead of once
per sink.

The WP Statistics re-verification then exposed the larger term. A `joern --script` run is two JVMs and
`-J-Xmx` sizes only the launcher, so the heap knob governed nothing; the backend now sets
JAVA_TOOL_OPTIONS too. And since PHP builds went through php2cpg directly (1ce7e9d, an hour after the
hook half was verified from a joern-parse build), every query batch has recomputed the dataflow overlay
at load -- 54 s on pmpro, and on WP Statistics an OutOfMemoryError inside OssDataFlow after 21 minutes
at 2 GB, no completion in 25 minutes at 4 GB, and no help from --max-num-def at 1000 or 200. Two
vendored browser-profile tables, one array literal each, were 60% of that graph.

Three changes, all named in the log: `queries/overlay.sc` applies the overlays once at build time and
the saved graph replaces the raw one (joern-parse --overlaysonly NPEs in 4.0.623); a source file over
1 MB is excluded as a data table and reported in `unparsed`; and the seed scoping above. After: the WP
Statistics graph reloads in 8 s, the `record` request that timed out at 520 s answers in 39 s including
the JVM, and CVE-2022-25148 is entailed again with `sourceKind = hook`. A raw-vs-saved payload diff on
pmpro shows identical evidence keys and fewer duplicate flow rows.

Also: the backend's own unit tests left fifteen ousast-cpg-* directories in /tmp per run; conftest now
keeps tempfile under the test's directory. The compile test covers overlay.sc.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-11 01:16:00 +02:00
Marius CiepluchandClaude Fable 5.1 88ada8e48c feat(ranking): phase 0 -- the baseline, the evidence instrument, and a 7x taint speedup found on the way
flow-aware-ranking phase 0: measure before changing anything.

THE BASELINE, committed as benchmarks/ranking/baselines/2026-09-10-access-rank.json
from benchmarks/ranking/position.py, which sorts regions exactly as the scan does:

    pmpro         4,463 regions  83.8% at 0.30   CVE at 390   budget_at_recall 391
    mwwpform        983 regions  81.7% at 0.30   CVE at 512   budget_at_recall 513
    wpstatistics  1,673 regions  75.3% at 0.30   CVE at 503   budget_at_recall 504
    vampi            25 regions                  BOLA at 15, 10; SQLI reached transitively

That corrects the brief's own cross-assessment: "concentration, not inclusion"
was measured on pmpro alone. On the other two plugins the CVE sits OUTSIDE a
500-region budget and is never examined; the slices found those CVEs only
because a slice has too few regions to exclude anything.

THE INSTRUMENT: `evidenceOnly` mode on the taint query -- what is in scope,
which sink calls, what shape, whether a sanitizer wraps THEIR argument, whether
a source is local or reachable -- returning before reachableByFlows is ever
called. model/evidence.py turns its rows into a vector per (region, family)
and a tier; scan.py records every pair's tier on the result and acts on none of
it. Every later phase is measured against a record made by scans that did not
know they were being measured.

    2,500 pairs in 98.9s incl. JVM load, ~40 ms per pair
    tier 0 -- no sink of that family in reach: 2,161 of 2,500 = 86%

Two earlier attempts ran past an hour each with no payload, and both were my
fault: repository-wide walks repeated per request -- the sink scan, the
reachable-method BFS, familyInRepo. Memoised across the batch.

AND THE SAME FIX REACHES THE DATAFLOW MODE. sinkCalls and reachableMethods do
not depend on the family, and were recomputed for all 2,500 requests. The
identical 250-request set with both joins on:

    2,026.3s -> 287.0s      8,105 -> 1,148 ms per request      same 5,779 rows

Most of what 5.13 measured as "the base taint query" was never dataflow. A 7x
speedup with nothing about the analysis changed; both corrections recorded in
the specs. Combined with 86% tier 0, the whole-repository taint query that
timed out at 40 minutes is ~339 real requests at ~1.1s: about six minutes.

Also: the module audit manifest is regenerated (91 load-bearing, 7 standalone,
0 orphaned) because evidence.py is now imported by the scan, and the
failed-query test is order-independent since the evidence pass records its own
failure before taint's.

869 tests pass; query compile test 4 passed; gates byte-identical.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-10 18:22:18 +02:00
Marius CiepluchandClaude Opus 5 4f5053bae1 feat(cpg): let the field half be switched off, so its cost can be attributed
A cost you cannot switch off is a cost you cannot attribute. The hook half
already disables itself when `hookCallbacks` is empty; the field half had no
equivalent, which made "what do the two-stage joins cost" unanswerable except
by editing the query -- measuring through a modified instrument, which this
project has been burned by twice already.

`fieldSources` defaults to ON when the field is absent, so nothing about the
shipped behaviour depends on a caller remembering to set it.

850 tests pass.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-10 11:17:42 +02:00
Marius CiepluchandClaude Opus 5 7f83977add perf(model): stop sending 42MB of the same string, and stop enumerating for nobody
Two defects the first whole-repository scan made visible. It ran for 23
minutes over Paid Memberships Pro and decided nothing.

**The batch was 97.5% duplication.** `hookCallbacks` describes the REPOSITORY,
not the region, and I put it in every request when the hook half landed. On a
637-file plugin that is 16,270 characters repeated across 2,500 requests:

    taint-requests.json   42.5 MB, of which 41.7 MB is one string over again

Joern parsed that with ujson inside a 2GB heap and the batch died in
ForkJoinPool. The driver reported `query_failed` for all 2,500 regions, which
was the honest answer to a question that never should have been asked that
way. Repository-wide fields are now hoisted to a single `--param`, and only if
they are identical across the whole batch -- a field that genuinely varies per
region stays where it belongs.

**Arbitration spent 737 seconds enumerating candidates nobody would read.**
Candidates exist to be put to the judge, and `scan_region` discards them the
moment there is no judge to put them to -- but the driver enumerated them
first regardless, parsing each region's file once per family. With the budget
at zero model calls that is 2,500 parses whose results are dropped on arrival.

    build 264.8s   query 401.3s   arbitrate 737.3s   total 1403s

Nobody should pay for a question nobody will ask.

848 tests pass; gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-10 08:18:17 +02:00
Marius CiepluchandClaude Opus 5 9cce5a3181 feat(cpg): give the files a frontend refuses a CPG of their own
A dropped file is dropped from the ONLY graph there is, so every question
about it has no answer -- which is how a 637-file plugin became a scan of
nothing. But those files build perfectly well alone: the failure is
per-invocation, not per-file. So a file the main build refuses is excluded
from it, given a second CPG, and both are queried with rows concatenated per
request id.

    pmpro two-file slice   before: cpg_empty, 0 findings
                           after:  18 entailed incl. CVE-2023-23488 at :936,
                                   reported with cpg_sharded

What this does NOT buy is a flow that crosses the shard boundary: a source in
the excluded file whose sink is in the rest of the tree is invisible to every
question asked, and no merging of results recovers it. That is why the split
is REPORTED rather than quietly served as if it were whole.

The excluded-file tree is symlinks at the original relative paths. A region
asks about `classes/class.memberorder.php` and the queries match a filename by
suffix, so a flattened copy would cheerfully answer about a file nobody asked
about.

Reports gain "What could not be analysed", rendering cpg_sharded, cpg_empty,
files_unparsed, query_failed and budget_exhausted in the reader's terms. A
degradation is a fact about coverage, not a warning to file away: silence in
the coverage table means "no fact table covered this", and silence about an
empty or split graph means something else entirely.

Also removes the WordPress vocabulary from the query, which was the other half
of this request. `apply_filters` was a hardcoded Set in taint.sc and
`add_action|add_filter|add_shortcode` a hardcoded alternation in mapping.py.
Both are now a `[[dispatch]]` fact:

    [[dispatch]]
    id = "wordpress_hooks"
    register = ["add_action", "add_filter", "add_shortcode"]
    apply = ["apply_filters", ..., "do_action", ...]

The shape is general -- a registry keyed by a string literal at both ends, as
Django signals, jQuery events and Symfony's dispatcher all are -- so a second
framework is a row in a TOML rather than an edit to a query. `dispatch_apply`
is empty for every language that declares none, and the hook half then does
nothing at all rather than looking for names that mean nothing there.

848 tests pass; gates byte-identical. wpstatistics 3/2 with the CVE at :225 on
the vulnerable side only, mwwpform 1/0, pmpro 18/1, VAmPI 4 unchanged.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-10 07:32:20 +02:00
Marius CiepluchandClaude Opus 5 d6908f18ba feat(cpg): the hook half — CVE-2022-25148 found across an add_filter/apply_filters edge
The last of the three WordPress flaw classes 5.8 measured as missed. The
value crosses a registry inside WordPress core:

    add_filter('wp_statistics_current_page', array($this, 'set_current_page'));
    return apply_filters('wp_statistics_current_page', $current_page);

php2cpg drops the callback argument entirely -- the CPG holds
`add_filter("wp_statistics_current_page", )` -- so the edge cannot come from
the graph at any price. It comes from the source text instead, where both ends
are literals, via `mapping.php_hook_callbacks`.

                 vulnerable                              fixed
  wpstatistics   3 entailed, incl. pages.php:225:record  2, that one absent
  mwwpform       1 ($this->attachments)                  0
  pmpro          18, incl. CVE at :936                   1
  VAmPI          4                                       unchanged

The correctly-prepared sibling query one line below the CVE is not flagged on
either side.

Four things this cost, each measured rather than guessed:

  * Half one must be asked per ARRAY KEY, not per callback. "Does an
    unsanitized value reach this callback's return" is TRUE on both sides: the
    fix escapes `type` and `id` and leaves `search_query` alone. A
    callback-level answer flags the fixed side as readily as the vulnerable
    one, which is a leak, not a detection. The key is a literal at both ends,
    so it joins the way the hook name and the field name do -- the same idea
    for the third time.

  * The sanitizer test had to stop crediting a sibling's cleansing. The
    vulnerable query is ONE concatenation holding both `esc_sql($page_uri)`
    and the injectable `{$current_page['id']}`, so asking whether a
    sanitizer's name appears in a path element's text marked the whole flow
    sanitized. An element must now BE the cleansing -- a call to it, or its
    name as a string literal, which keeps `array_map('esc_sql', ...)` working.

  * Hook seeds are repository-wide where field seeds are file-scoped. A hook
    registry is global by construction: the callback is in one file and its
    `apply_filters` in another. The query returned nothing until those two
    scopes were separated.

  * `sourceKind` had to be REPORTED, not inferred. By the time a row reaches
    Python a hook source reads as `$current_page["id"]` and a parameter as
    `$args`, and `_usable_flows` discards parameter flows whenever a modelled
    one is present -- so seven sanitized `$_SERVER["REQUEST_URI"]` flows
    displaced the CVE between the query and the verdict. That preference then
    had to move PER SINK SITE: applied across a region it decides one site's
    question with another site's evidence, and PMPro's CVE at :936 vanished
    from a region still reporting fifteen other findings.

`verdict` now delegates to `verdicts` rather than running its own selection
over the union, because two copies of "which flow decides" is exactly the
duplication this module has been bitten by before -- and had been again: the
per-site preference did not reach the single-verdict path, so the two entry
points disagreed about the same rows.

841 tests pass; gates byte-identical; VAmPI unchanged.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 20:42:35 +02:00
Marius CiepluchandClaude Opus 5 dcdbe322a1 feat(cpg): taint a field where it is assigned — the field half of 5.11
`_delete_files()` takes no parameters. CVE-2023-6559 arrives as a FIELD,
written by one method and read by another:

    public function __construct( ..., array $attachments = array() )
        $this->attachments = $attachments;          // half one ends here
    protected function _delete_files()
        foreach ( $this->attachments as $file )     // half two starts here
            unlink( $file );

Both halves were already in the graph. Only the join was missing, and the key
it joins on is the literal `$this->attachments`, written identically at both
ends -- so this is a second question asked with the query that already exists,
not an edge a frontend has to invent.

A read of `$this->F` is a source when some assignment to the same literal
`$this->F` in the same file is fed by an unsanitized flow from a seed. Scoped
three ways so a field name common to every class ever written cannot become a
wormhole: only fields the sink scope reads, only assignments in the same file,
and the right-hand side must itself be reachable from a source.

The receiver could then leave `parameterNodes` -- the precision fix refused
two commits ago, now sound, because the path it was standing in for is carried
by the field it actually travels through:

                          before                     after
  mwwpform vulnerable     1, from `this`             1, from $this->attachments
  mwwpform fixed          0                          0
  pmpro vulnerable        15 -- 4 named, 11 receiver 18 -- all named or field
  pmpro fixed             1, receiver-sourced        1
  VAmPI                   4 entailed                 4 entailed, unchanged

CVE-2023-23488 is still at class.memberorder.php:936 and CVE-2023-6559 at
class.mail.php:259. Every finding now names the value it followed instead of
naming the object.

Three things cost a measurement each, recorded in the task:

  * A summary must carry the SANITIZATION status of the half it summarises,
    not merely its reachability. Without that clause,
    `$this->sqlQuery = "..." . esc_sql($x) . "..."` reads as tainted -- and
    PMPro builds most of its queries that way, so the fixed side went from 1
    finding to 13. That is the pair no longer separating, which is the only
    number that matters.
  * Two-phase `reachableBy` then `reachableByFlows` is SLOWER, not faster:
    183s -> 256s. Running the analysis twice costs more than skipping path
    reconstruction saves. Reverted.
  * Memoizing per field rather than per file took it to 97s, about 1.6x the
    pre-field cost for that class, because only fields some region reads are
    worth the flow query.

`inScope` is factored out of `sinkCalls` so the field sources are scoped to
exactly the same place as the sinks, rather than a second copy of those three
branches drifting from the first.

841 tests pass; gates byte-identical; VAmPI unchanged.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 19:42:20 +02:00
Marius CiepluchandClaude Opus 5 45cf43e625 fix(cpg): one method with no sources must not cost the whole batch its answers
`reachableByFlows` on an empty source list is not a no-op. Joern answers it by
logging

    [INFO ] Attempting to determine flows from empty list of sources.

to STDOUT -- while the script is running, so the line lands between the fence
markers, ahead of the payload. `json.loads` then fails on the whole document
and the driver reports `query_failed` for every request in the batch. One
method with nothing to trace from silently cost the answers for all 205 of
the others.

Fixed at both ends, because either alone leaves the seam brittle:

  * taint.sc skips the flow query when there is no source to trace from, which
    is also the correct thing to do with the question.
  * `extract_payload` starts a decode at each line that opens a document and
    keeps the first that parses. Trimming to the outermost brackets is the
    obvious approach and the wrong one -- `[INFO ]` brings its own bracket.

Found while testing whether `$this` belongs in parameter sources. It does not
belong there on the argument -- the receiver is the object, not request data --
and excluding it cuts Paid Memberships Pro's order class from 16 entailed
findings to 6, all sourced from a named parameter, and makes the 2.9.7/2.9.8
pair separate cleanly.

It also loses CVE-2023-6559: MW WP Form's `_delete_files()` takes no
parameters at all, and the attacker-controlled path arrives as
`$this->attachments`, assigned by another method. So the trade is a VERIFIED
CVE against findings merely suspected of being false, and it is refused. The
receiver stays, with the measurement written next to it. The real defect is
field-sensitivity -- a field should be tainted where it is assigned -- and
deleting the receiver removes the symptom by removing the evidence.

841 tests pass; gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 18:30:41 +02:00
Marius CiepluchandClaude Opus 5 e0442d146c fix(cpg): a graph the frontend emptied must not read as a clean repository
Scanning a two-file WordPress slice returned 64 regions examined, zero
findings and zero degradations. The graph it examined had no methods in it.

php2cpg 4.0.623 feeds several files to one `php-parse` process and reads its
stdout and stderr merged. php-parse writes a `====> File <next>:` banner to
stderr the moment it starts the next file, while the previous file's JSON --
megabytes of it -- is still draining from a block-buffered stdout. The banner
lands inside the JSON, ujson reports

    expected json value or } got "=" at index 5011645

and the frontend drops that file. Reproducible on real plugin code, and the
size that matters is one file's AST dump, not the repository's:

    class.memberorder.php alone (1834 lines)     -> 142KB CPG, no failures
    the same file + a two-line file              ->   5.7KB CPG, BOTH dropped

One oversized file empties the whole graph. `joern-parse` then does not
propagate any of the frontend's warnings: 13 lines of output, exit status 0,
"Successfully wrote graph". This is what made a 637-file plugin unscannable
and reported it as clean -- it was never a scale limit.

Two fixes, because the failure arrives on two different paths:

  * `_unparsed_files` reads the per-file warnings the frontend does emit, and
    the scan reports them as `files_unparsed`. This covers the direct-frontend
    path where the warnings are visible.

  * The batched query now carries a `__census__` of the graph -- method and
    file counts -- under a key no request id can collide with, and a scan over
    a graph with no methods degrades as `cpg_empty`. This covers joern-parse,
    which shows nothing. It rides the batch rather than costing its own
    invocation, because avoiding a JVM start is the entire reason batching
    exists.

Neither invents a verdict. There is no rung for "the graph was empty" because
the ladder labels verdicts and none was produced, which is exactly why it has
to be a degradation.

    pmpro two-file slice  before: 0 findings, degradations=[]
                          after:  0 findings, degradations=[cpg_empty]

Gates byte-identical; 840 tests pass.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 18:07:28 +02:00
Marius CiepluchandClaude Opus 5 92677136d7 fix(cpg): a batch goes through a file, not the command line
Scanning a 637-file WordPress plugin reported 500 regions examined, zero
findings, and a taint query time of **0.05 seconds** -- less than a JVM
takes to start. Dominance ran for 29.56s and config for 22.44s in the same
scan, so only taint had failed.

Linux caps a SINGLE argument at MAX_ARG_STRLEN (128KB) whatever ARG_MAX
says. Measured on that plugin:

  taint      2500 requests   1.49 MB   <- over the cap
  dominance    13 requests   0.04 MB
  config       13 requests   0.00 MB

As `--param requests=<json>` execve returned E2BIG, `_run` caught the
OSError, `query_batch` returned {} -- and {} reads as "no rows found". Only
taint crossed the cap, which is exactly why the failure looked like a
result rather than an error.

This is the quiet failure the rung ladder cannot catch. Every other honesty
mechanism in this codebase labels a verdict; here no verdict was produced
to label, and a scan of a vulnerable plugin reported it clean.

The payload is now staged to a file beside the CPG and the path is passed
instead; all three queries read `requestsFile` when it is set and keep
`requests` for the single-request forms and the tests. A test asserts no
argument approaches the cap, since the failure mode is invisible at the
scale the unit tests run at -- batching worked on every small tree it was
ever tried on.

Verified on vampi first: 4 entailed, unchanged, all three known
vulnerabilities still found.

Gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 16:27:58 +02:00
Marius CiepluchandClaude Opus 5 9221ba8e40 feat(model): a bound on the data lowers the rung, it does not clear it
contributor-scan 2.12. c/injection and c/memory carried zero sanitizers,
so no C flow could ever be discharged: every `argv -> strcpy` entailed
however carefully it was bounded.

Which sinks can be discharged this way is read from the sink fact's own
CWE rather than declared: CWE-121 is a stack buffer overflow, so
gets/sprintf/strcat/strcpy qualify. It is the only overflow CWE in the
fact tables and it is C-only, so no Python or JavaScript sink is touched
and the pair corpus is unaffected -- gates byte-identical.

Not a sanitizer list, because `strlen` appears in the guarded and the
unguarded case alike; the discharge is a guard, not a call.

**The first implementation required the bound to DOMINATE the sink, and it
found nothing.** libpng guards `strcpy(outname+len, ".png")` with
`(len = strlen(inname)) > 250`, but that check sits on an else-if chain
whose sibling branch skips it entirely, and the protection reaches the
sink through an `error` flag: `++error` in the guarded branch, `if
(!error)` around the copy. Joern's dominator set for that sink has 89
calls and correctly excludes the bound; `controlledBy` returns none
either. Verified against the CPG before the rule was changed rather than
after it failed.

So the bound is searched in the method, and the consequence is
corroborated rather than silence. That is the honest rung: a bound on this
variable means the graph has NOT shown the copy is unguarded, and it has
not shown it is guarded either -- off-by-one being how bounds fail. The
judge is asked. Proving the flag-mediated case needs path-sensitive
reasoning this arbiter does not do.

  libpng entailed   3 -> 1

The survivor is also a false positive: `strcpy(output + len, ".icc")` in
iccfrompng.c, where `output = malloc(len + 5)` makes it fit exactly. That
is a different discharge shape -- allocated to size, not bounds-checked --
and it is recorded as 2.13 rather than chased. Both shapes were found on
one repository, and extending a rule until that repository is clean is the
overfitting Req 8 exists to prevent; 2.13 requires a second C checkout
with a genuine CWE-121 so the change can be measured for what it silences
as well as what it clears.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 13:01:30 +02:00
Marius CiepluchandClaude Opus 5 67497c4d68 fix(cpg): a sink is matched as a word, not as a substring
`fgets` contains `gets`. The sink matcher's last clause was an unbounded
`methodFullName.contains(n)`, so every bounded read in libpng matched the
sink for the unbounded one. All 26 entailed findings on that repository
were the same false positive:

  *argv -> fgets(pnmline, 256, wpng_info.infile)   (line 335, 8 steps)

which is the safe API being reported as the dangerous one -- and `fgets`
is in the fact tables as a SOURCE, never a sink. Verified against the CPG:
methodFullName is exactly "fgets", and .contains("gets") is true.

Third instance of one bug class in this codebase, after the sanitizer that
matched `resolve` inside `resolveUrl` and the discharger that matched
`user` inside `users`. The sink matcher had never been given the same
treatment. All four of its clauses now run through the shared bounded
matcher, and that matcher is the punctuation-tolerant version written for
task 2.6 -- so `input(`, which an unconditional lookahead had made
unmatchable in `input(x)`, works for the first time as well.

  libpng entailed   26 -> 0

Zero is the right answer for a PNG library whose only known CVE is out of
family. Gates byte-identical, so no pair outcome depended on the substring
match.

What remains on that scan is recorded, not claimed: 113 `c-unsafe-*` rows
assert an API is present rather than misused, and 50 overlay-coverage rows
are annotations rather than findings. 82 of the 113 are under `contrib/`.
Task 2.11 covers whether that band is worth putting in front of a
contributor at all; 2.10 already covers not scanning example code.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 11:43:00 +02:00
Marius CiepluchandClaude Opus 5 0fcd5feade feat(model): a region for the code that is in no function
contributor-scan 2.5. VAmPI's `host='0.0.0.0'` is now reported exactly
once, at app.py:17:<module>. Before task 2.2 it was reported eight times
in eight files that do not contain it; after 2.2 it was reported nowhere.

Two causes, one shape: nothing could ask about module-level code.

**The main-guard marker is not a function.** `__main__` is what the mapper
emits for `if __name__ == '__main__':`. Sent to the engine as a function
name it matched nothing, because a CPG calls a file's top-level code
`<module>` -- verified against the VAmPI CPG rather than assumed. The
region model translates the marker, which is the one place that turns what
the mapper meant into what the scanner asks.

**A function-scoped file had no region for its module body.** Settings,
route registration and globals live in no function, and every region's
query filters by function name. A file-level region beside the handlers
would report each handler's findings a second time, which is why the
earlier rule dropped it as "a second full-file pass". A module-scope region
PARTITIONS the file instead of overlapping it. That only became cheap after
batching: before it, a region was a JVM.

Two things this needed to be correct rather than merely present:

- A module method spans its whole file, so the taint query's line-range
  containment made `<module>` the parent of every function in it. Under
  module scope, membership is direct -- otherwise the module region reports
  every handler's sinks again, which is the duplication the old rule was
  avoiding.
- A module body is not a handler. The marker-derived region inherited the
  handler families and entailed a missing authorization check on the main
  guard: a finding with no possible remediation. Caught by the first
  repository run that had the region, and now covered by a test.

  bind address   8 wrong files -> 0 -> 1, at app.py:17:<module>
  regions        22 -> 25
  entailed       8 -> 9
  query time     37.4s -> 41.3s
  peak RSS       827MB -> 823MB
  cost           $0.0067 -> $0.0068

Three more regions for four seconds and no more model calls: the budget is
a total and was already spent, so regions_unasked rose 17 -> 20 -- those
regions got the free pass and are reported as unasked, not as clean.

`<module>` is Joern's Python name for a module body; JavaScript uses
`:program`, so this is verified for Python only.

Gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 09:43:53 +02:00
Marius CiepluchandClaude Opus 5 ca7b5ba370 feat(model): a region that spans the flow, not just a function
contributor-scan 2.4, closing the no-go task 2.2 recorded.

VAmPI's SQL injection is a request parameter reaching `get_by_username`
in api_views/users.py, passed to `User.get_user` in models/user_model.py,
interpolated into a query string and executed there. Source and sink are
in different functions and different modules. Regions were per-function,
so neither region saw both ends and the engine was silent on the most
ordinary shape a real injection bug has.

`reachableByFlows` was never the limitation -- it follows calls already.
The limitation was the QUESTION. Sinks were filtered to the labeled
function's own body, so a crossing flow had no sink to end at.

Three changes, each with a reason it is sound rather than convenient:

**An entry point is the trust boundary.** parameter_sources was off for
repository scans because a repository's parameters are not all attacker
input. An entry point's are, by definition -- that is what makes it an
entry point. The driver turns it on only for regions the mapper found and
named, and leaves it off for walker fallbacks and for named functions that
are not entry points.

**Sinks may sit below the handler.** taint.sc admits sinks in methods
reachable from the labeled method through the call graph, bounded at
ENTRY_POINT_CALL_DEPTH = 3: handler -> service -> data access, which is
where these bugs live. Unbounded would make the question about most of the
repository rather than about this entry point, and make it unaffordable.

**The finding names the sink, not the asker.** A crossing flow ends in
another file and another function, so Verdict carries the evidence's own
`path:line:function` and the site uses it. Reporting
`models/user_model.py:73:get_by_username` would name a place that does not
exist: line 73 is inside get_user.

Also: labeled methods are now resolved by name AND file. `get_user` exists
in more than one module of a real repository, which a corpus of one-file
excerpts could never surface.

Measured on the same checkout and budget as 2.2:

  VAmPI-SQLI    missed -> model_entailed at models/user_model.py:73:get_user
  known found   0 of 2 before 2.2's fixes, 1 of 2 in 2.2, 2 of 2 now
  entailed      7 -> 8
  query time    40.9s -> 37.4s
  peak RSS      869MB -> 827MB
  cost          $0.0067, unchanged

Asking the bigger question cost nothing measurable here: file scoping and
call-graph following pull in opposite directions and roughly cancel at this
size. That is one 520-line repository, and VAmPI is now the repository this
change was developed against -- the exact overfitting shape Req 8 exists to
catch. The depth bound and the entry-point rule mean nothing general until
a checkout nobody tuned against says so.

Gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 09:27:19 +02:00
Marius CiepluchandClaude Opus 5 177c7f3719 feat(model): first repository measurement, and the four things it found
contributor-scan 2.2. VAmPI at a pinned commit, scanned whole rather than
as excerpts, with benchmarks/repos/measure.py recording build time, query
time, arbitration time, peak memory, cost, unjudged regions, and whether
each known vulnerability was found and at which rung.

The corpus could not have found any of this. Every defect below needs a
repository to become visible, and three of them were invisible behind a
passing test suite.

**The batch path was unreachable.** query_batch was implemented, tested and
committed while CpgResult exposed only `run`, so the driver's capability
check found nothing and fell back to one JVM per region-family: the first
attempt at this measurement ran eighteen minutes on 520 lines, issuing
`--param function=` one at a time. Every test called query_batch directly,
so none of them noticed. CpgResult now carries run_batch and a test asserts
the capability is reachable through the object the driver is handed.
The earlier 275s->106s improvement attributed to batching came from region
deduplication alone.

**The budget stopped free work.** It bounds model calls, but was enforced
by breaking the region loop -- spending a paid limit to stop unpaid CPG
arbitration. 6 of 22 regions were examined and VAmPI's BOLA, which the
graph entails for nothing, was never reached. It now withholds the judge
only. 22 of 22 regions arbitrated, 17 counted as regions_unasked (silent
because unaffordable is not silent because decided), and the BOLA is
entailed by the model layer.

**A region with no function asked about the whole repository.** Sending
function="" matched every hit in the tree and the driver attributed that
answer to whoever asked: one `host='0.0.0.0'` in app.py became eight
identical entailed findings in eight files that do not contain it. Queries
now carry the region's file. Entailed findings 14 -> 7, query time
70.9s -> 40.9s. The single-request form stays unscoped so the committed
pair measurements remain reproducible.

**The JVM had no heap bound.** Joern claimed a quarter of physical RAM and
runs were killed under memory pressure at different points, so the numbers
described the host rather than the engine. -J-Xmx2048m by default,
OPENULTRASAST_CPG_HEAP_MB to raise it.

Also: arbitrated findings carried `function:line` where the report layer
read `path:line`, so every entailed finding reached a contributor with a
function name where its file belonged; and the witness line was parsed by
splitting on a comma, which produced sites like
`config.py:17): permissive literal '0.0.0.0':?`.

Reading: GO on one CPG per repository -- 6.2s to build, 177s end to end,
869MB, $0.0067, nothing infeasible. NO-GO on region-scoped taint as the
only shape: VAmPI's SQL injection runs from a handler parameter into a
function in another module, and a per-function region sees neither end.
That is the ordinary shape of a real injection bug, so it is recorded as
task 2.4 along with three smaller defects this run exposed.

Gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 08:46:21 +02:00
Marius CiepluchandClaude Opus 5 c35426e186 perf(model): one Joern invocation per query kind, not one per region
JVM startup dominated a scan: a call per region per family put a ten-line
file at 275s over three regions, and would have put a thousand regions at
roughly fifty hours. The queries themselves are milliseconds once the CPG
is loaded, so the cost was almost entirely process starts.

scan_repository() is now collect -> batch -> arbitrate. The three .sc
scripts accept a `requests` JSON map and answer all of them in one run,
keeping the single-request form so the committed measurements stay
reproducible byte-for-byte. Arbiters are untouched: each is handed a
CpgResult whose `run` returns its own prefetched rows.

The batcher builds parameters by calling request_params() extracted from
taint.py, dominance.py and config_value.py rather than reconstructing
them. A second copy that drifts from the arbiter's is the exact shape of
the five family-assumption bugs the predecessor spec spent a session
finding; there is now one definition per family and the batcher borrows
it.

Regions are also deduplicated by (path, function), collapsing the
nameless entry-point rows that were producing `model:injection:?:10`.

Measured on the same ten-line file: 275s -> 106s, three duplicate
findings -> one `model:injection:ping:10`, rung unchanged at
model_entailed. Gates byte-identical.

Server mode is recorded as task 2.3, deliberately sequenced after the
repository measurement: whether the remaining ~100s floor is worth a
process model, a weakened subprocess seam and a Scala-evaluating HTTP
endpoint depends on a build-time-to-query-time ratio only 2.2 produces.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 07:57:35 +02:00
Marius CiepluchandClaude Opus 5 d651455d23 fix(model-grounded-detection): closure scoping, and the three bugs it uncovered
The group-4 finding: JavaScript is callback-heavy, so the method containing a
sink routinely is not the labeled function. `fs.readFileSync` inside the
callback passed to `fs.stat` has enclosing method `<lambda>0`, and filtering on
`sinkMethod == function` dropped it -- the whole path family measured 0/8.

Scope is now decided by line-range containment within the same file
(astParentFullName is empty for lambdas, so nesting is not readable there), and
reported as `inLabeledScope`; the Python side trusts that flag and keeps the
name comparison only as a fallback, so an engine that cannot report scope never
has its sinks silently treated as scoped. Parameter sources stay bound to the
labeled function's OWN parameters -- a callback's `err`/`stats` are not
attacker input.

Fixing the scope exposed three further bugs, each of which would have raised
the number while making the answer untrue:

  * Shortest-flow-wins picked the wrong witness. With closures in scope the
    same sink has flows from `req.url...` (10 steps, the vulnerability), `res`
    (3) and `this` (7). A flow whose source matches the source model now
    outranks a shorter one from a bare captured name; shortest still breaks
    ties, so the order stays total and the verdict deterministic.
  * The JS fact file had NO sanitizers at all, so no JavaScript fix of any
    family could ever be recognised. Added the documented path-normalisation
    and HTML-escaping APIs, with provenance.
  * Adding them regressed the witness, because `resolveUrl` CONTAINS `resolve`
    and the substring test marked the vulnerable flow sanitized. This is the
    same bug class already fixed in dominance.sc and not carried across -- the
    exact fix-the-instance-miss-the-class failure. taint.sc now matches on word
    boundaries too.

And the principled rule the fix turns on: parameter sources are a FALLBACK,
never an override. When a modelled source reaches the sink, those flows are the
evidence; otherwise a captured `res` reaching a sanitized sink reports the fix
as still vulnerable on a flow that names no attacker input.

Also recorded: req.url was NOT wrong as a diagnosis, it was untestable in
isolation -- the scoping bug masked it. Both were needed. On the pair that
motivated all of this:

  vuln   model_entailed      req.url.split('?')[0] -> readFileSync(possibleFilename)
  fixed  model_corroborated  same flow, sanitized by path.normalize
  distinguished: true

700 passing, mypy/ruff clean, gates byte-identical.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 16:24:23 +02:00
Marius CiepluchandClaude Opus 5 e127e430ed feat(model-grounded-detection): parameter sources, so the measurement is like-for-like
Only 11 of the 50 injection pairs contain a framework source token at all. The
other 39 receive untrusted input as a FUNCTION PARAMETER, because SVEN-style
pairs are function-level extractions:

    def add_user(username, password):
        os.system("useradd ... -p " + encPass + " " + username)

A framework-anchored source model finds nothing there, which caps entailment on
this slice near 22% by construction -- a property of the source model, not of
the engine. More to the point, the flat-IR baseline this feature is measured
against already counted these (source_kinds: ["parameter"]), so a run without
them is not comparable to the 2.2% it is supposed to beat.

The flag is opt-in and off by default, because the two settings are right in
different places: in a function-level pair the function boundary IS the trust
boundary, while across a whole repository most parameters carry internal
values and treating them all as untrusted is not sound. The corpus harness
opts in; a repository scan does not.

On the pair that exposed this the model now resolves both flows, including one
through an intermediate binding:
    username -> os.system(...)                       2 steps
    password -> crypt.crypt(...) -> encPass -> ...   7 steps

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 12:56:13 +02:00