SaFoLab-WISC / AdaShieldLinks
[ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting."
☆59Updated 11 months ago
Alternatives and similar repositories for AdaShield
Users that are interested in AdaShield are comparing it to the libraries listed below
Sorting:
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆25Updated 7 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆81Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆72Updated 5 months ago
- An implementation for MLLM oversensitivity evaluation☆13Updated 7 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆58Updated last year
- ☆47Updated 2 months ago
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆37Updated last year
- Accepted by ECCV 2024☆139Updated 8 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4☆20Updated 8 months ago
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆41Updated last month
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆23Updated this week
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆22Updated 8 months ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆42Updated 4 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆50Updated 5 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆29Updated 8 months ago
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆26Updated 3 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆64Updated this week
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆67Updated last month
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆18Updated 2 weeks ago
- ☆29Updated last week
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆70Updated 4 months ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆24Updated last month
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 7 months ago
- ☆35Updated 11 months ago
- The reinforcement learning codes for dataset SPA-VL☆34Updated last year
- [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning☆10Updated 7 months ago
- Code for ICLR 2025 Paper "GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment"☆13Updated 4 months ago
- ☆48Updated 10 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆55Updated last year
- ☆47Updated 7 months ago