SaFoLab-WISC / AdaShield
[ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting."
☆56Updated 9 months ago
Alternatives and similar repositories for AdaShield:
Users that are interested in AdaShield are comparing it to the libraries listed below
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆23Updated 5 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆53Updated 9 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆79Updated last year
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆47Updated 10 months ago
- An implementation for MLLM oversensitivity evaluation☆13Updated 4 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆63Updated 2 months ago
- Accepted by ECCV 2024☆120Updated 5 months ago
- ☆36Updated 2 weeks ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆44Updated 2 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆28Updated 5 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆27Updated 5 months ago
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆35Updated 11 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆16Updated 2 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆61Updated this week
- A package that achieves 95%+ transfer attack success rate against GPT-4☆17Updated 5 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆53Updated last year
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆32Updated last month
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆19Updated 5 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆65Updated last month
- Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆37Updated last month
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆11Updated last month
- ☆44Updated 8 months ago
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆18Updated last month
- ☆31Updated 9 months ago
- ☆39Updated 10 months ago
- The reinforcement learning codes for dataset SPA-VL☆32Updated 9 months ago
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)☆145Updated 2 weeks ago
- ☆47Updated 4 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆86Updated 9 months ago