pipilurj / MLLM-protector
The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
☆32Updated 9 months ago
Alternatives and similar repositories for MLLM-protector:
Users that are interested in MLLM-protector are comparing it to the libraries listed below
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆76Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆52Updated 3 weeks ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆45Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 5 months ago
- ☆27Updated last year
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆20Updated 3 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆48Updated 10 months ago
- ☆27Updated 2 months ago
- This is the official repo of the paper "Latent Guard: a Safety Framework for Text-to-image Generation"☆47Updated 3 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆40Updated last month
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆51Updated 7 months ago
- Accepted by ECCV 2024☆94Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆24Updated 3 months ago
- ☆34Updated 2 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆48Updated 3 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆70Updated 7 months ago
- ☆27Updated last year
- ☆40Updated last year
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models☆43Updated last month
- Evaluate robustness of adaptation methods on large vision-language models☆17Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆17Updated 4 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 7 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆38Updated 8 months ago
- ☆29Updated 7 months ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆25Updated last year
- ☆14Updated 4 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆66Updated 4 months ago
- The reinforcement learning codes for dataset SPA-VL☆28Updated 7 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆62Updated 2 months ago