SaFoLab-WISC / AdaShield
[ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting."
☆53Updated 8 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)☆22Updated 4 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆61Updated 2 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆77Updated last year
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆45Updated 9 months ago
- Accepted by ECCV 2024☆112Updated 5 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆26Updated 5 months ago
- ☆32Updated 3 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆44Updated 2 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆49Updated 8 months ago
- An implementation for MLLM oversensitivity evaluation☆10Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆27Updated 4 months ago
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆34Updated 11 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4☆17Updated 5 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆53Updated this week
- ☆43Updated 7 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆51Updated 11 months ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆31Updated last year
- [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☆35Updated 2 weeks ago
- ☆31Updated 8 months ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆28Updated 3 weeks ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆18Updated 5 months ago
- ☆45Updated 3 months ago
- The reinforcement learning codes for dataset SPA-VL☆31Updated 9 months ago
- The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate".☆96Updated 3 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆123Updated last month
- ☆48Updated 4 months ago
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)☆140Updated this week
- ☆40Updated 3 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year