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Compare the immediate prior published 84-case and 28-case outcomes with one new paired rerun. All 112 source files, author labels, exact expected CWE and sink anchors remain unchanged. Source-context or native-hint changes require separate scope disclosure. Single stochastic runs cannot isolate causal effects or estimate customer accuracy." }, "measurement": { "schemaVersion": 1, "protocolSha256": "5de2997ba47cc052d27592ca175c16dbe4c64ce04b4be4d7ddb5e19558ef43f6", "frozenAt": "2026-10-22T23:18:34.045Z", "startedAt": "2026-10-22T23:18:49.277Z", "finishedAt": "2026-10-22T23:31:56.000Z", "suite": { "name": "OWASP BenchmarkPython v0.1 balanced 28-case model detection-stage pilot", "repository": "https://github.com/OWASP-Benchmark/BenchmarkPython", "revision": "f1291485808b66e20ddb6b01b10dc71b3df8c8ba", "labelsSha256": "6396f37c97cfd0c018db3d8750095ce6c678a083f83620cfb3e88fe27a46bb0c", "totalCases": 1230 }, "config": { "model": "deepseek-v4-flash", "baseUrl": "https://api.deepseek.com", "concurrency": 1, "timeoutMs": 240000, "reasoningEffort": "none", "chainReasoningEffort": "low" }, "runtime": { "bun": "1.3.11", "node": "v24.3.0", "platform": "darwin", "arch": "arm64" }, "sourceIdentities": [ { "path": "apps/scan-cli/package.json", "sha256": 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"rulepacks/python/RANDOM-001/rule.yaml", "sha256": "cc5ef82221e457cd3735ddf1a2460f0ad1b4c0a42d8d046dc6eb8826c8a4401e" }, { "path": "rulepacks/python/SQLI-002/rule.yaml", "sha256": "8870d9e0c8e50ef1e98bdd0a5d340a993fd08bb79c99b83ab0d5d428532efd3c" }, { "path": "rulepacks/python/SSTI-002/rule.yaml", "sha256": "9eaef2a4dd0a2a05427b38d57224363493ae4d6084de444cb972abe363b4a7e5" }, { "path": "rulepacks/python/TRUST-001/rule.yaml", "sha256": "951696eaf7ece7422b37a1fa86d5985f8d3b128d583ce50df98520a877896372" }, { "path": "rulepacks/python/XPATH-001/rule.yaml", "sha256": "17604e33d66d6d7e378932a5979beba8bd09166a0c9bb9fe298cd448ba34d43b" }, { "path": "rulepacks/python/XXE-001/rule.yaml", "sha256": "560eadedab50b15f003f19895559b947ef17958200940ab1099a351b3278bc4d" } ], "selection": { "seed": "not_applicable_same_112_known_cases", "procedure": "One rerun of all 112 cases from the immediate previously published 84-case and 28-case runs. Both cohorts are now known development cases. No sampling, source edits, omissions, CWE aliasing or anchor changes. Previous positive and safe controls remain alongside all 16 strict misses and 2 false positives. Actual dependency context supplied to verification is separately frozen and disclosed; detection and native input remain route-only.", "selectedCases": 112, "corpusCases": 1230, "unselectedCases": 1118, "caseManifestSha256": "36056d754c5487ec908ffdb2275b02446893aa5f6e2d8d96044b5d339d5177ed", "caseIds": [ "BenchmarkTest00094", "BenchmarkTest00620", "BenchmarkTest00588", "BenchmarkTest00641", "BenchmarkTest00780", "BenchmarkTest01047", "BenchmarkTest00152", "BenchmarkTest00497", "BenchmarkTest00660", "BenchmarkTest00898", "BenchmarkTest01209", "BenchmarkTest00068", "BenchmarkTest00292", "BenchmarkTest00541", "BenchmarkTest00415", "BenchmarkTest00494", "BenchmarkTest00943", "BenchmarkTest00844", "BenchmarkTest00512", "BenchmarkTest00511", "BenchmarkTest00452", "BenchmarkTest00841", "BenchmarkTest00012", "BenchmarkTest00099", "BenchmarkTest00991", "BenchmarkTest01200", "BenchmarkTest00818", "BenchmarkTest00161", "BenchmarkTest01109", "BenchmarkTest00619", "BenchmarkTest01173", "BenchmarkTest00168", "BenchmarkTest00670", "BenchmarkTest00096", "BenchmarkTest00192", "BenchmarkTest00455", "BenchmarkTest00732", "BenchmarkTest00265", "BenchmarkTest00426", "BenchmarkTest00422", "BenchmarkTest00148", "BenchmarkTest01077", "BenchmarkTest01058", "BenchmarkTest00621", "BenchmarkTest00071", "BenchmarkTest00072", "BenchmarkTest00513", "BenchmarkTest00510", "BenchmarkTest00151", "BenchmarkTest01178", "BenchmarkTest00540", "BenchmarkTest00294", "BenchmarkTest01090", "BenchmarkTest00064", "BenchmarkTest00938", "BenchmarkTest00101", "BenchmarkTest01007", "BenchmarkTest00615", "BenchmarkTest00350", "BenchmarkTest00167", "BenchmarkTest01015", "BenchmarkTest00451", "BenchmarkTest00287", "BenchmarkTest00284", "BenchmarkTest00348", "BenchmarkTest00427", "BenchmarkTest00600", "BenchmarkTest00160", "BenchmarkTest00798", "BenchmarkTest00586", "BenchmarkTest00694", "BenchmarkTest00626", "BenchmarkTest01162", "BenchmarkTest00338", "BenchmarkTest00609", "BenchmarkTest00270", "BenchmarkTest00419", "BenchmarkTest00655", "BenchmarkTest00291", "BenchmarkTest00931", "BenchmarkTest00813", "BenchmarkTest00981", "BenchmarkTest01117", "BenchmarkTest00217", "BenchmarkTest00745", "BenchmarkTest00915", "BenchmarkTest01098", "BenchmarkTest00606", "BenchmarkTest00829", "BenchmarkTest00753", "BenchmarkTest01203", "BenchmarkTest00454", "BenchmarkTest01170", "BenchmarkTest00895", "BenchmarkTest00075", "BenchmarkTest01188", "BenchmarkTest00711", "BenchmarkTest00327", "BenchmarkTest00778", "BenchmarkTest00031", "BenchmarkTest00726", "BenchmarkTest00888", "BenchmarkTest01102", "BenchmarkTest00657", "BenchmarkTest00816", "BenchmarkTest00495", "BenchmarkTest00850", "BenchmarkTest00930", "BenchmarkTest00416", "BenchmarkTest01085", "BenchmarkTest01116", "BenchmarkTest00535" ], "sinkReview": "Every original author label, exact expected CWE and sink anchor is retained unchanged from the preceding immutable receipts. No new adjudication." }, "plan": { "mode": "default", "maxRounds": 1, "sweepEffort": "none", "verifyEffort": "low", "verifyEnabled": true, "minConfidence": 0.4, "absenceLane": true, "spread": false, "secondOpinion": false, "verifyEngineFindings": false }, "limits": { "requests": 200, "tokens": 1800000, "dollars": 0.3 }, "scope": "Production detection-stage prompt, snippet mapping gates, configured verification and native union policy. Detection and native lanes use selected route files only. Model verification may use complete directly imported small modules from the separately frozen support manifest under the production context policy. Context-assisted verification differs from prior isolated-route measurements. No intelligence retrieval, repository execution, additional sweep/absence/spread/chain lanes, PR generation or full hosted scan. Public label-known corpus, not independent held-out accuracy. Labels and suite identifiers are not model messages. Native findings are never deleted by model review.", "targetPlatform": "unknown", "prices": { "inputUsdPerMillion": 0.3, "outputUsdPerMillion": 1.2, "source": "https://api-docs.deepseek.com/quick_start/pricing/", "checkedAt": "2026-10-22T23:18:34.010Z" }, "planned": 112, "corpusCases": 1230, "unselectedCases": 1118, "scores": { "nativeDeterministic": { "tp": 56, "fn": 0, "fp": 3, "tn": 53, "scored": 112, "failed": 0, "notRun": 0 }, "modelOnlyMapped": { "tp": 38, "fn": 18, "fp": 13, "tn": 43, "scored": 112, "failed": 0, "notRun": 0 }, "modelOnlyVerified": { "tp": 34, "fn": 22, "fp": 2, "tn": 54, "scored": 112, "failed": 0, "notRun": 0 }, "servedCombined": { "tp": 56, "fn": 0, "fp": 5, "tn": 51, "scored": 112, "failed": 0, "notRun": 0 } }, "cases": [ { "id": "BenchmarkTest00094", "path": "testcode/BenchmarkTest00094.py", "expectedCwe": "CWE-22", "vulnerable": false, "sinkLines": [ 54 ], "sourceSha256": "6d58cbd52ca9fc3034ee584df73a332dd800c7b05f78eeada7b2fce5468564ac", "sanitizedSha256": 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"servedCombined": { "status": "complete", "detected": true, "findingCount": 2 } } }, { "id": "BenchmarkTest00588", "path": "testcode/BenchmarkTest00588.py", "expectedCwe": "CWE-328", "vulnerable": false, "sinkLines": [ 55 ], "sourceSha256": "2097e8a4f2078e05af37d09e86842b5da07540c5cbb9b8f01d4b2ce3c74955ed", "sanitizedSha256": "e34bfe69619f47e35b068ca4c6b442826586bcd5bc311357a3e43ffcac9af56f", "outcomes": { "nativeDeterministic": { "status": "complete", "detected": false, "findingCount": 1 }, "modelOnlyMapped": { "status": "complete", "detected": false, "findingCount": 0 }, "modelOnlyVerified": { "status": "complete", "detected": false, "findingCount": 0 }, "servedCombined": { "status": "complete", "detected": false, "findingCount": 1 } } }, { "id": "BenchmarkTest00641", "path": "testcode/BenchmarkTest00641.py", "expectedCwe": "CWE-328", "vulnerable": true, "sinkLines": [ 59 ], "sourceSha256": "4fc4f18e551532d6e5c5770c3fd880e45ddfa640b2940640ea1314bc11866dc9", "sanitizedSha256": 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"servedCombined": { "status": "complete", "detected": false, "findingCount": 0 } } }, { "id": "BenchmarkTest01047", "path": "testcode/BenchmarkTest01047.py", "expectedCwe": "CWE-330", "vulnerable": true, "sinkLines": [ 51 ], "sourceSha256": "6dccd0db84942c9c4e6f0f5409f5c17b59d7d9f44e1dac01f14742f424333dd4", "sanitizedSha256": "26b4f5645e2bc9e0aaceec1660e8a687795545000db6e35bf28f4f8374e8c37d", "outcomes": { "nativeDeterministic": { "status": "complete", "detected": true, "findingCount": 1 }, "modelOnlyMapped": { "status": "complete", "detected": true, "findingCount": 1 }, "modelOnlyVerified": { "status": "complete", "detected": true, "findingCount": 1 }, "servedCombined": { "status": "complete", "detected": true, "findingCount": 1 } } }, { "id": "BenchmarkTest00152", "path": "testcode/BenchmarkTest00152.py", "expectedCwe": "CWE-501", "vulnerable": false, "sinkLines": [ 46 ], "sourceSha256": "a6d5fa4938575080e0fd8faa148ec54d7b9b7bd9ef497b786ca92b00a5d38b19", "sanitizedSha256": 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Only model verification can inspect complete directly imported source modules under the separately frozen two-module, 3000-character each, 6000-character total policy. Native findings and author labels are not injected into model messages. These context-assisted verification results change input scope compared with the prior isolated-route baseline. Grouping the two prior cohorts into one new run also changes batching.", "cost": "Every new paid attempt, retry and conservative unknown-usage reservation counts toward the incremental $0.30 cap and cumulative $0.9972378 ceiling, within the original $1 series cap. Earlier paid trials and their cases remain unchanged in the parent receipt. Actual account billing was not independently verified.", "limits": "Single-run model variation, grouping changes and any newly supplied verification context limit causal comparisons. These expected-case scores do not measure precision across all emitted findings, repository accuracy, repair behavior or after-merge outcomes.", "replay": "A later, separately frozen verification-only replay intentionally selects twelve known existing candidates: four false-positive examples, four prior-miss candidates and four retained vulnerable controls. No fresh detection or native inference is run. Expected retain/refute dispositions are evaluator metadata. This selected candidate check cannot replace or project a new 112-case aggregate, estimate detection recall or establish customer precision. The recorded full-run regression remains unchanged.", "focusedControl": "A later detector revision is measured only on four fixed known full-pipeline controls: two labelled-safe examples and two labelled-vulnerable examples, unchanged from the 112-case parent. This intentionally small check measures detection, mapping, verification and union on those four cases only. It does not replace the earlier 112-case result or establish an aggregate for the final detector revision. All requests and costs remain included." } }