Commit Graph
2 Commits
Author SHA1 Message Date
Marius CiepluchandClaude Opus 5 fcb12e116a feat(model-grounded-detection): Java web sinks, and the post-closure-fix ceiling
Java shipped with injection, deserialization and crypto sinks only, so the path
and output_encoding families had nothing routing to them by CWE and any Java
pair in either was unreadable -- the gap hutool-cve-2018-17297 reported as "no
path spec for java". Adds the JDK filesystem entry points, the servlet response
writers, the outbound/redirect APIs, and the ESAPI / canonical-path sanitizers
the OWASP suite itself uses. Documented APIs, provenance per entry.

Post-closure-fix ceiling: 41.3% entailed (38/92) and 26.1% distinguished, up
from 39.1% / 23.9%. path went 0/8 to 1/8 with its first distinguished pair;
injection 29->31 entailed and 18->19 distinguished. Two points -- real, and the
mechanism is understood, but the remaining gaps are data rather than machinery.

Carrying a correction: the measurement harness routed config_secrets through
TAINT rather than the constant-abstraction arm, so its 0/10 in this artifact
measures the wrong arbiter and did so in both full runs. The harness is fixed;
that family's real number is the earlier targeted re-measure, and this
artifact's config row should not be read.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 17:16:00 +02:00
Marius CiepluchandClaude Opus 5 91c0931a05 measure(model-grounded-detection): group 4 ceiling, 39.1% entailed against the flat IR's 2.2%
Full model layer over 92 pairs: 39.1% model_entailed (36/92), 45.6% reaching
any verdict, 23.9% distinguished -- an 18x lift in entailment from an arbiter
that makes no model calls at all.

Per family: untrusted_destination 0.80 entailed, injection 0.58 (0.36
distinguished), deserialization 0.33, prototype 0.14, config_secrets 0.10,
path 0.00. access_control reaches 6 of 8 pairs at 0.38 distinguished -- the
class no crash oracle can reach, arbitrated deterministically.

A hypothesis tested and discarded. From the group-2 misses I diagnosed path's
0/8 as a missing req.url source token and said so. The probe -- the same 8
pairs with and without the token -- returned 0/8 -> 0/8. Falsified. The real
cause is that the sink sits lexically inside an anonymous callback, so its
enclosing method is the closure (<lambda>0) and the sinkMethod == function
filter drops it; verdict(function="") on the same CPG returns model_entailed.

And the obvious fix for that is wrong. Relaxing the filter raises the number
with a FALSE witness: the flows found in the closure are `res -> readFileSync`
and `this -> ...`, neither of which is the vulnerability, whose real path
crosses a helper (req.url -> url -> resolveUrl -> possibleFilename). Turning a
miss into a wrong entailment is worse than the miss -- it is the arbiter
asserting something untrue, the one failure mode this architecture exists to
prevent. The correct fix is two-part and recorded: scope a sink to any method
lexically nested in the labeled function, and scope parameter sources to that
function's own parameters, then re-measure counting only real witnesses.

Every miss is classified and none is architectural: 23 sink absent from the
excerpt or unmodelled, 13 no recognisable source in the excerpt, 3 source
unmodelled with the idiom named.

Two honesty items in the artifact. 16 of 92 pairs carry no function label and
are arbitrated over the whole file, so a verdict can credit a different finding
than the labeled one -- owasp-python-hash (CWE-327) is credited for a
permissive set_cookie elsewhere in its file, on both sides. And config_secrets
conflates three abstractions: permissive setting values (implemented), weak
algorithm choice (facts already carry weak_literals, unwired) and hardcoded
secrets (needs a credential-literal check).

694 passing, mypy/ruff clean, gates byte-identical, zero orphaned modules.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 15:46:05 +02:00