Skip to content
@AI-secure

AI Secure

UIUC Secure Learning Lab

Popular repositories Loading

  1. DecodingTrust DecodingTrust Public

    A Comprehensive Assessment of Trustworthiness in GPT Models

    Python 318 63

  2. AgentPoison AgentPoison Public

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

    Python 250 35

  3. DBA DBA Public

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

    Python 207 49

  4. DecodingTrust-Agent DecodingTrust-Agent Public

    Python 98 15

  5. Certified-Robustness-SoK-Oldver Certified-Robustness-SoK-Oldver Public

    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

  6. RedCode RedCode Public

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

    Python 92 10

Repositories

Showing 10 of 60 repositories
  • AgentPoison Public

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

    AI-secure/AgentPoison's past year of commit activity
    Python 250 MIT 35 3 0 Updated Oct 23, 2026
  • RedCode Public

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

    AI-secure/RedCode's past year of commit activity
    Python 92 MIT 10 0 0 Updated Oct 20, 2026
  • SafeAuto Public

    [ICML 2025] SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models

    AI-secure/SafeAuto's past year of commit activity
    Python 30 2 7 0 Updated Aug 2, 2026
  • AI-secure/DecodingTrust-Agent's past year of commit activity
    Python 98 Apache-2.0 15 4 0 Updated Jun 18, 2026
  • ShieldNet Public
    AI-secure/ShieldNet's past year of commit activity
    JavaScript 0 0 0 0 Updated Mar 16, 2026
  • UDora Public

    [ICML 2025] UDora: A Unified Red Teaming Framework against LLM Agents

    AI-secure/UDora's past year of commit activity
    Python 40 7 1 0 Updated Jun 24, 2025
  • PolyGuard Public
    AI-secure/PolyGuard's past year of commit activity
    Python 26 3 3 0 Updated Jun 18, 2025
  • AdvAgent Public
    AI-secure/AdvAgent's past year of commit activity
    Jupyter Notebook 26 0 6 0 Updated May 28, 2025
  • MMDT Public

    Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models

    AI-secure/MMDT's past year of commit activity
    Jupyter Notebook 29 2 1 0 Updated Mar 15, 2025
  • aug-pe Public

    [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text

    AI-secure/aug-pe's past year of commit activity
    Python 62 Apache-2.0 20 1 0 Updated Jan 11, 2025