isXinLiu / Awesome-MLLM-Safety
Accepted by IJCAI-24 Survey Track
β198Updated 7 months ago
Alternatives and similar repositories for Awesome-MLLM-Safety:
Users that are interested in Awesome-MLLM-Safety are comparing it to the libraries listed below
- Accepted by ECCV 2024β115Updated 5 months ago
- π up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.β244Updated last week
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Promptsβ123Updated last month
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Modelsβ210Updated 10 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Surveyβ91Updated 7 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as β¦β53Updated this week
- The reinforcement learning codes for dataset SPA-VLβ31Updated 9 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and furβ¦β51Updated 8 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.β61Updated 2 months ago
- A survey on harmful fine-tuning attack for large language modelβ153Updated this week
- Safety at Scale: A Comprehensive Survey of Large Model Safetyβ126Updated last month
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)β140Updated this week
- γACL 2024γ SALAD benchmark & MD-Judgeβ134Updated 2 weeks ago
- β79Updated last month
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Modelsβ144Updated this week
- Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLMβ29Updated 2 months ago
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β45Updated 9 months ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shiβ¦β54Updated 8 months ago
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systemsβ186Updated 3 months ago
- β32Updated 3 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"β78Updated last year
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)β23Updated 4 months ago
- Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtimeβ44Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPTβ32Updated last year
- β43Updated 7 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"β88Updated 6 months ago
- β43Updated 9 months ago
- Submission Guide + Discussion Board for AI Singapore Global Challenge for Safe and Secure LLMs (Track 1A).β16Updated 8 months ago
- π curated list of awesome LMM hallucinations papers, methods & resources.β149Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]β63Updated 6 months ago