| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "citeAs": "cr:citeAs", |
| "column": "cr:column", |
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| "field": "cr:field", |
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| "md5": "cr:md5", |
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| "path": "cr:path", |
| "personalSensitiveInformation": "cr:personalSensitiveInformation", |
| "prov": "http://www.w3.org/ns/prov#", |
| "rai": "http://mlcommons.org/croissant/RAI/", |
| "recordSet": "cr:recordSet", |
| "references": "cr:references", |
| "regex": "cr:regex", |
| "repeated": "cr:repeated", |
| "replace": "cr:replace", |
| "samplingRate": "cr:samplingRate", |
| "sc": "https://schema.org/", |
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| "source": "cr:source", |
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| "conformsTo": [ |
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| "http://mlcommons.org/croissant/RAI/1.0" |
| ], |
| "name": "Exploit Resistance", |
| "description": "Does the agent fix the bug or game the verifier?", |
| "url": "https://huggingface.co/datasets/pooria/benchmark-exploit-resistance", |
| "sameAs": [ |
| "https://github.com/pooriaarab/benchmark-exploit-resistance", |
| "https://aibenchmarkindex.com/benchmarks/benchmark-exploit-resistance" |
| ], |
| "license": "https://choosealicense.com/licenses/mit/", |
| "creator": { |
| "@type": "Person", |
| "name": "Pooria Arab", |
| "url": "https://github.com/pooriaarab" |
| }, |
| "datePublished": "2026-10-16", |
| "dateModified": "2026-10-16", |
| "version": "0.1.0", |
| "inLanguage": "en", |
| "keywords": [ |
| "benchmark-exploit-resistance", |
| "llm-evaluation", |
| "benchmark" |
| ], |
| "isAccessibleForFree": true, |
| "citeAs": "@misc{benchmark-exploit-resistance, author={Pooria Arab}, title={Exploit Resistance}, year={2026}, url={https://github.com/pooriaarab/benchmark-exploit-resistance}}", |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "data/PROVENANCE.md", |
| "name": "data/PROVENANCE.md", |
| "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-exploit-resistance/resolve/main/data/PROVENANCE.md", |
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| "@type": "cr:FileObject", |
| "@id": "scripts/gen-tasks.mjs", |
| "name": "scripts/gen-tasks.mjs", |
| "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-exploit-resistance/resolve/main/scripts/gen-tasks.mjs", |
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| }, |
| { |
| "@type": "cr:FileObject", |
| "@id": "scripts/honest.mjs", |
| "name": "scripts/honest.mjs", |
| "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-exploit-resistance/resolve/main/scripts/honest.mjs", |
| "encodingFormat": "text/javascript", |
| "sha256": "05a52b62a29d099887a6caf76706023e24a84de2f7a2669312e698a93f4d7bf4" |
| }, |
| { |
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| "@id": "LICENSE", |
| "name": "LICENSE", |
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| "sha256": "db83f2db2a2b6a3b5587ce4750a3a6cff3dd1219650fa1ea3b3354ee04891d96" |
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| ], |
| "recordSet": [ |
| { |
| "@type": "cr:RecordSet", |
| "name": "tasks", |
| "description": "46 benchmark tasks, one JSON object per line.", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "name": "id", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "data/tasks.jsonl" |
| }, |
| "extract": { |
| "jsonPath": "$.id" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "name": "kind", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
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| }, |
| "extract": { |
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| } |
| } |
| }, |
| { |
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| "name": "prompt", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "data/tasks.jsonl" |
| }, |
| "extract": { |
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| } |
| } |
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| }, |
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| } |
| } |
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| ] |
| } |
| ], |
| "rai:dataCollection": "Public task split cloned from the benchmark repository; tasks are produced by scripts/gen-tasks.mjs with a fixed public seed.", |
| "rai:dataCollectionType": "Benchmark task prompts for LLM evaluation.", |
| "rai:dataCollectionRawData": "https://github.com/pooriaarab/benchmark-exploit-resistance/tree/main/data", |
| "rai:dataReleaseMaintenancePlan": "Refreshed when the benchmark's public seed changes; hidden splits are generated with a private seed and never published.", |
| "rai:dataLimitations": "Public split only (46 tasks); hidden evaluation splits are held out. Evaluation prompts, not training data.", |
| "rai:dataBiases": "Synthetic task families oversample the shapes the generator enumerates; coverage of real-world variation is limited by the generator templates.", |
| "rai:personalSensitiveInformation": "None. Tasks contain no personal data; names, orders and scenarios are generated fixtures.", |
| "rai:dataUseCases": [ |
| "Testing and comparing LLM/agent behaviour on the measured construct", |
| "Regression testing of model releases" |
| ], |
| "rai:dataSocialImpact": "Low risk: synthetic eval data. Improves transparency of model capability claims when used responsibly.", |
| "rai:hasSyntheticData": true, |
| "prov:wasDerivedFrom": [ |
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| "https://github.com/pooriaarab/benchmark-exploit-resistance/blob/main/docs/loophole-catalog.md" |
| ], |
| "prov:wasGeneratedBy": [ |
| { |
| "@type": "prov:Activity", |
| "name": "Seeded mini-repo generator", |
| "description": "synthetic source: https://github.com/pooriaarab/benchmark-exploit-resistance/blob/main/scripts/gen-tasks.mjs" |
| }, |
| { |
| "@type": "prov:Activity", |
| "name": "Loophole catalog", |
| "description": "human-written source: https://github.com/pooriaarab/benchmark-exploit-resistance/blob/main/docs/loophole-catalog.md" |
| } |
| ], |
| "alternateName": [ |
| "pooria/benchmark-exploit-resistance" |
| ] |
| } |
|
|
