遇见数据集

Multi-Agent Behavioral Authentication Benchmark and Reproducibility Artifact

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Zenodo2026-08-08 更新2026-08-13 收录
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This version preserves the finalized synthetic benchmark corpus of 10,000 validated multi-agent LLM conversations and 19,216 five-turn authentication windows and the evidence produced for the major revision of manuscript JSA-D-26-01060. The package includes the corrected 72-episode LangGraph framework-native pilot; deterministic and history-conditioned adaptive mimicry evaluations; target-aware MobileBERT, DeBERTa, frozen-probe, and SBERT audits; ONNX Runtime FP32 and dynamic INT8 MobileBERT artifacts; Raspberry Pi 5 gateway, service-memory, latency, concurrency, energy, and framework-event replay results; the revised manuscript; and the point-by-point response. Version 1.1.2 is a documentation-only patch. It corrects the release date and inventory wording embedded in version 1.1.1 and retains the provenance normalization introduced there. Conversation text, labels, identities, splits, windows, predictions, metrics, model artifacts, source-code behavior, manuscript, response letter, and scientific conclusions are unchanged from versions 1.1.0 and 1.1.1. The package supports deterministic evaluation replay and artifact verification. It does not promise bit-identical regeneration of sampled or proprietary LLM outputs. The framework pilot exhibits operating-threshold transfer failure and does not establish ranking retention. Adaptive comparisons use validation-selected matched false-accept-rate operating points. Raspberry Pi 5 results describe one board and software stack.

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Zenodo
创建时间:
2026-08-08
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