StartedApr 13, 2026, 8:24 PM
EndedApr 13, 2026, 8:24 PM
Casecase_85fe0646dedb4383b37730cf8fc7975b
Modelgpt-5.4
Context
Blind label
—
Advisory
GHSA-r5fr-rjxr-66jc • lodash vulnerable to Code Injection via `_.template` imports key names
Judge score
n/a
Prompt1,976 chars
Blind label: blind_565ec98a5b05
Answer key:
{
"advisoryGhsaId": "GHSA-r5fr-rjxr-66jc",
"repoFullName": "lodash/lodash",
"checkoutRef": "ded9bc66583ed0b4e3b7dc906206d40757b4a90a",
"checkoutRefKind": "commit",
"vulnerabilityClasses": [
"code injection",
"improper input validation",
"prototype pollution gadget"
],
"expectedComponents": [
"_.template",
"`options.imports` key handling",
"imports merge via `assignInWith`",
"dynamic `Function()` constructor compilation"
],
"sinkPaths": [
"lodash.js"
],
"requiredEvidence": [
"Show that `_.template` builds a compiled template with the `Function()` constructor and that import names are part of the generated function signature or arguments.",
"Show that `options.imports` key names in the vulnerable checkout are not validated with the forbidden-identifier-character check before reaching that compilation path.",
"Show that imports are merged with `assignInWith`, which enumerates inherited properties, so polluted prototype keys can be copied into the imports object used by `_.template`.",
"Tie the report to the fix intent described by the advisory: validating `importsKeys` and replacing `assignInWith` with `assignWith` to avoid inherited properties."
],
"disallowedClaims": [
"Claiming lodash itself is the source of prototype pollution in this advisory.",
"Claiming memory corruption or SQL injection.",
"Claiming exploitation without the application invoking `_.template` with attacker-influenced imports keys or inherited polluted properties."
],
"notes": [
"Treat the advisory description as authoritative for the two vulnerable paths: unvalidated `options.imports` key names and inherited-property copying during imports merge.",
"The previous `variable` validation is relevant as a comparison point, but this benchmark should focus on the remaining `options.imports`/merge path that still reaches `Function()`."
]
}OutputJSON
{
"overallScore": 83,
"verdict": "excellent",
"normalizedFindingCount": 1,
"dimensionScores": [
{
"key": "target-alignment",
"score": 24,
"rationale": "Correctly identifies the vulnerable subsystem (`_.template`), the relevant file (`lodash.js`), the imports merge through `assignInWith`, and the `Function()` compilation sink. However, it centers almost entirely on the inherited-property/prototype-pollution path and does not clearly separate the other advisory path: attacker-controlled `options.imports` key names reaching compilation without validation."
},
{
"key": "source-to-sink-reasoning",
"score": 27,
"rationale": "Provides a strong, concrete flow: polluted prototype key -> `keysIn()`/`baseKeysIn()` -> `copyObject()` via `assignInWith()` -> merged `imports` -> `importsKeys` -> `Function(importsKeys, ...)`. It also explains the missing identifier validation on `importsKeys`. The main gap is that it does not explicitly walk the direct own-key `options.imports` path the advisory also covers."
},
{
"key": "impact-and-exploitability",
"score": 16,
"rationale": "The impact claim of code execution is technically credible because the report ties attacker-controlled parameter names to dynamic `Function()` construction. It appropriately notes dependence on a separate prototype-pollution primitive and on application use of `_.template`. Some example payload discussion is somewhat aggressive, but still grounded in the sink."
},
{
"key": "evidence-quality",
"score": 9,
"rationale": "Cites specific file locations and relevant code fragments in `lodash.js`, including the merge site, `keysIn` behavior, `importsKeys` creation, and the `Function()` call. Evidence is concrete and code-based."
},
{
"key": "overclaim-control",
"score": 7,
"rationale": "Mostly avoids disallowed claims and correctly treats prototype pollution as a separate prerequisite. Still, the submission over-focuses on prototype pollution as if it were the whole advisory, and the remediation notes reference unrelated CVEs/fix context instead of cleanly tying to the advisory's specific fix intent (`importsKeys` validation plus `assignInWith` -> `assignWith`)."
}
],
"strengths": [
"Accurately identifies `_.template` and the dynamic `Function()` constructor as the critical sink.",
"Correctly explains the inherited-property merge problem through `assignInWith`/`keysIn` and prototype pollution.",
"Provides concrete code-path evidence from `lodash.js` rather than generic vulnerability language."
],
"misses": [
"Does not explicitly demonstrate the separate vulnerable path where attacker-controlled own `options.imports` key names reach `Function()` without validation.",
"Does not clearly tie the analysis to the specific fix intent of validating `importsKeys` and replacing `assignInWith` with `assignWith`."
],
"redFlags": [
"FramesTool calls
(0)No bash calls recorded.