AI45Lab / VLSBench
Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety
☆37Updated last month
Alternatives and similar repositories for VLSBench:
Users that are interested in VLSBench are comparing it to the libraries listed below
- Accepted by ECCV 2024☆127Updated 6 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆63Updated this week
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆110Updated 2 weeks ago
- ☆41Updated last month
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆34Updated 2 months ago
- An implementation for MLLM oversensitivity evaluation☆13Updated 5 months ago
- The reinforcement learning codes for dataset SPA-VL☆32Updated 10 months ago
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆36Updated last year
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆25Updated last month
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆80Updated last year
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆25Updated 9 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆70Updated 3 months ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆57Updated 9 months ago
- A survey on harmful fine-tuning attack for large language model☆165Updated last week
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆52Updated 11 months ago
- ☆43Updated 3 months ago
- The repository of the paper "REEF: Representation Encoding Fingerprints for Large Language Models," aims to protect the IP of open-source…☆43Updated 3 months ago
- ☆47Updated 10 months ago
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆19Updated 2 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆39Updated 6 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆42Updated 5 months ago
- ☆81Updated 3 months ago
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)☆145Updated last month
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆23Updated 6 months ago
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆36Updated 5 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆58Updated 2 weeks ago
- ☆28Updated 10 months ago
- ☆26Updated 6 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆46Updated 3 months ago
- The code repo of paper "X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising Usa…☆26Updated last month