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@SaFo-Lab SaFoLab : Security and Safe Foundation Model Systems

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    20 repositories

    • A2ASecBench

      Public
      Official code repository for "A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems" at ICLR 2026.
      JavaScript
      •
      MIT License
      •0•0•0•0•Updated Feb 26, 2026Feb 26, 2026

    • dVLM-AD

      Public
      Official Repo for “dVLM-AD: Enhance Diffusion Vision-Language-Model for Driving via Controllable Reasoning”
      Python
      •0•5•0•0•Updated Feb 22, 2026Feb 22, 2026

    • armor

      Public
      Python
      •
      MIT License
      •0•5•0•0•Updated Feb 17, 2026Feb 17, 2026

    • DRIFT

      Public
      [NeurIPS 2025] The official implementation of the paper "DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents".
      Python
      •2•39•1•0•Updated Feb 14, 2026Feb 14, 2026

    • AdaShield

      Public
      [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting."
      Python
      •4•71•5•0•Updated Feb 9, 2026Feb 9, 2026

    • ReasoningBomb

      Public
      The official implementation of our preprint paper "ReasoningBomb: A Stealthy Denial-of-Service Attack by Inducing Pathologically Long Reasoning in Large Reasoni…
      Python
      •
      Other
      •1•7•0•0•Updated Feb 9, 2026Feb 9, 2026

    • DoxBench

      Public
      [ICLR 2026] The official code for "Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models"
      Jupyter Notebook
      •
      Apache License 2.0
      •2•23•0•0•Updated Feb 7, 2026Feb 7, 2026

    • SaFo-Lab.github.io

      Public
      The homepage of SaFo Lab
      HTML
      •
      MIT License
      •0•2•0•0•Updated Jan 28, 2026Jan 28, 2026

    • MetaAgent

      Public
      Offical Repository of MetaAgent Program
      Python
      •6•41•4•0•Updated Dec 2, 2025Dec 2, 2025

    • AutoDAN-Reasoning

      Public
      A further improvement for the AutoDAN-Turbo through test-time scaling.
      Python
      •
      MIT License
      •3•12•0•0•Updated Oct 21, 2025Oct 21, 2025

    • AutoDAN-Turbo

      Public
      [ICLR 2025 Spotlight] The official implementation of our ICLR2025 paper "AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs".
      Python
      •
      MIT License
      •60•348•5•0•Updated Oct 8, 2025Oct 8, 2025

    • PRISM

      Public
      PRISM: Robust VLM Alignment with Principled Reasoning for Integrated Safety in Multimodality
      safetyvlmvlm-reasoning
      Python
      •
      MIT License
      •1•5•0•0•Updated Sep 12, 2025Sep 12, 2025

    • AGrail4Agent

      Public
      [ACL 2025] The official code for "AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection".
      Python
      •1•34•0•0•Updated Aug 4, 2025Aug 4, 2025

    • llm-armor

      Public
      JavaScript
      •0•0•0•0•Updated Jul 23, 2025Jul 23, 2025

    • JailBreakV_28K

      Public
      [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and further assess the robustn…
      jailbreakv-28k
      Python
      •10•88•2•0•Updated May 9, 2025May 9, 2025

    • OET

      Public
      Python
      •
      MIT License
      •1•11•0•0•Updated May 5, 2025May 5, 2025

    • FIUBench

      Public
      A Task of Fictitious Unlearning for VLMs
      Jupyter Notebook
      •2•28•7•0•Updated Apr 6, 2025Apr 6, 2025

    • Dolphins

      Public
      [ECCV 2024] The official code for "Dolphins: Multimodal Language Model for Driving“
      Python
      •
      MIT License
      •14•88•6•0•Updated Feb 10, 2025Feb 10, 2025

    • Awesome-T2I-safety-Papers

      Public
      List of T2I safety papers, updated daily, welcome to discuss using Discussions
      MIT License
      •1•67•0•0•Updated Aug 12, 2024Aug 12, 2024

    • .github

      Public
      Open codes from SaFoLab at University of Wisconsin–Madison
      0•1•0•0•Updated Jul 3, 2024Jul 3, 2024