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Open_Ultra_SAST/tests/test_model_taint.py
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Marius CiepluchandClaude Opus 5 2b973dc0db feat(model-grounded-detection): tasks 2.1-2.2, the Joern seam and the taint verdict
The whole engine integration is one subprocess boundary: joern-parse builds a
cpg.bin, joern --script runs a shipped CPGQL query that prints its JSON between
fence markers, because Joern's stdout carries a banner and a REPL prompt around
whatever a script emits. Nothing is imported in-process, so the core install
keeps dependencies = [] -- a test walks the seam's AST to assert it imports
only the standard library and names no JVM binding.

Fail closed everywhere. A build or query that errors, times out, or prints
something unparseable yields no verdict and the caller reports suspicion. The
taint verdict distinguishes this from absence deliberately: a query returning
None means "the engine could not decide", which is not "there is no flow", and
conflating them is how a missing engine silently becomes a clean bill of health.

The verdict is where the ladder earns its keep. An unsanitized source->sink
path is model_entailed -- the graph establishes it and the LLM's claim is no
longer load-bearing. A path a sanitizer may break is model_corroborated: the
flow is real, but whether the sanitizer suffices is the semantic residual the
LLM answers, checked against this verdict rather than averaged over runs. The
chosen flow is picked by a total order (shortest, then lexicographic), so two
runs over one CPG cannot disagree -- Req 6.4 asserted directly.

The query itself is the part our flat IR could not do: reachableByFlows walks
the PDG, so `q = "..." + request.args["x"]; execute(q)` is found, which is
exactly the one-hop limit that held measured entailment at 2.2%.

Capability detection reuses semantic/engines.joern_available rather than
growing a second notion of "installed". The audit manifest is regenerated; the
new modules are named by Req 4/5/6 rather than counted as orphans.

Task 2.3, the go/no-go measurement, needs Joern installed and has not run.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 12:23:40 +02:00

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4.7 KiB
Python

"""model-grounded-detection task 2.2: the taint verdict, and what separates entailed from corroborated.
An `ENTAILED` verdict is the static analogue of a reproduced crash: the CPG establishes the flow on its own and
the LLM's assertion is no longer load-bearing. `CORROBORATED` means a path exists but a sanitizer may break it,
so the judgement of sufficiency is the LLM's residual — checked against the graph, never averaged over runs.
"""
from __future__ import annotations
from pathlib import Path
def _cpg(rows: list[dict[str, object]]): # type: ignore[no-untyped-def]
from openultrasast.cpg.backend import CpgResult
return CpgResult(cpg_path=Path("cpg.bin"), run=lambda query, params: rows)
def _spec(): # type: ignore[no-untyped-def]
from openultrasast.model.specs import TaintSpec
return TaintSpec(
family="injection",
language="python",
sources=("request.args",),
sinks=("os.system", "execute"),
sanitizers=("escape", "quote"),
)
def test_an_unsanitized_source_to_sink_path_is_entailed() -> None:
from openultrasast.model.ladder import Rung
from openultrasast.model.taint import verdict
rows = [
{"sink": "os.system(cmd)", "sinkLine": "4", "sinkMethod": "run", "source": "request.args['x']", "sanitized": False, "length": 3}
]
answer = verdict(_cpg(rows), _spec(), function="run")
assert answer is not None and answer.rung is Rung.ENTAILED
assert answer.family == "injection"
assert "request.args" in answer.witness and "os.system" in answer.witness, "the witness names the flow it found"
def test_a_path_through_a_sanitizer_is_corroborated_not_entailed() -> None:
"""The model saw the flow but cannot judge whether the sanitizer is sufficient. That residual is the LLM's."""
from openultrasast.model.ladder import Rung
from openultrasast.model.taint import verdict
rows = [{"sink": "execute(q)", "sinkLine": "9", "sinkMethod": "run", "source": "request.args['q']", "sanitized": True, "length": 4}]
answer = verdict(_cpg(rows), _spec(), function="run")
assert answer is not None and answer.rung is Rung.CORROBORATED
def test_no_path_yields_no_verdict_so_the_caller_reports_suspicion() -> None:
from openultrasast.model.taint import verdict
assert verdict(_cpg([]), _spec(), function="run") is None
def test_a_query_that_failed_is_not_read_as_an_absence_of_flow() -> None:
"""`None` from the engine means "could not decide", which is not the same as "no path" — Req 4.3."""
from openultrasast.cpg.backend import CpgResult
from openultrasast.model.taint import verdict
broken = CpgResult(cpg_path=Path("cpg.bin"), run=lambda query, params: None)
assert verdict(broken, _spec(), function="run") is None
def test_the_verdict_is_restricted_to_the_labeled_function() -> None:
from openultrasast.model.taint import verdict
rows = [
{
"sink": "os.system(x)", "sinkLine": "40", "sinkMethod": "elsewhere",
"source": "request.args['x']", "sanitized": False, "length": 2,
}
]
assert verdict(_cpg(rows), _spec(), function="run") is None, "a flow in another function does not judge this one"
def test_the_shortest_unsanitized_flow_wins_and_the_sequence_is_deterministic() -> None:
"""Req 6.4: two runs over one CPG give an identical verdict sequence, so there is nothing to average."""
from openultrasast.model.ladder import Rung
from openultrasast.model.taint import verdict
rows = [
{"sink": "os.system(a)", "sinkLine": "7", "sinkMethod": "run", "source": "request.args['b']", "sanitized": True, "length": 9},
{"sink": "os.system(a)", "sinkLine": "7", "sinkMethod": "run", "source": "request.args['a']", "sanitized": False, "length": 2},
]
first = verdict(_cpg(rows), _spec(), function="run")
second = verdict(_cpg(rows), _spec(), function="run")
assert first == second
assert first is not None and first.rung is Rung.ENTAILED and "request.args['a']" in first.witness
def test_the_spec_drives_the_query_parameters() -> None:
"""The security modelling is ours; the traversal is the engine's. The spec is what crosses the seam."""
from openultrasast.cpg.backend import CpgResult
from openultrasast.model.taint import verdict
seen: dict[str, object] = {}
def run(query: str, params: dict[str, object]) -> object:
seen["query"] = query
seen.update(params)
return []
verdict(CpgResult(cpg_path=Path("cpg.bin"), run=run), _spec(), function="run")
assert seen["query"] == "taint"
assert seen["sources"] == ("request.args",)
assert seen["sinks"] == ("os.system", "execute")
assert seen["sanitizers"] == ("escape", "quote")
assert seen["function"] == "run"