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 317 62

  2. AgentPoison AgentPoison Public

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

    Python 244 35

  3. DBA DBA Public

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

    Python 206 49

  4. 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

  5. RedCode RedCode Public

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

    Python 91 12

  6. VeriGauge VeriGauge Public

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

    C 90 8

Repositories

Showing 10 of 60 repositories

Top languages

Loading…

Most used topics

Loading…