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@AI-secure

AI Secure

UIUC Secure Learning Lab

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  1. DecodingTrust DecodingTrustPublic

    A Comprehensive Assessment of Trustworthiness in GPT Models

    Python 314 61

  2. AgentPoison AgentPoisonPublic

    [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"

    Python 234 33

  3. DBA DBAPublic

    DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

    Python 207 50

  4. Certified-Robustness-SoK-Oldver Certified-Robustness-SoK-OldverPublic

    This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.

    97 10

  5. VeriGauge VeriGaugePublic

    A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]

    C 90 7

  6. RedCode RedCodePublic

    [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents

    Python 87 11

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