thu-ml / MMTrustEval
A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)
☆127Updated last week
Alternatives and similar repositories for MMTrustEval:
Users that are interested in MMTrustEval are comparing it to the libraries listed below
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systems☆179Updated 2 months ago
- ☆92Updated last year
- Accepted by ECCV 2024☆99Updated 4 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆75Updated last year
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆38Updated 8 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆41Updated last month
- 😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.☆213Updated this week
- ☆27Updated 2 months ago
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆201Updated 9 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4☆17Updated 3 months ago
- Accepted by IJCAI-24 Survey Track☆190Updated 5 months ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆51Updated 7 months ago
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆124Updated 2 weeks ago
- ☆40Updated 6 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆16Updated 3 months ago
- ☆34Updated 2 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆69Updated 3 months ago
- [Arxiv 2024] Dissecting Adversarial Robustness of Multimodal LM Agents☆60Updated last month
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆111Updated 2 months ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…☆45Updated 3 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆49Updated 10 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆55Updated last month
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆26Updated last year
- ☆31Updated 8 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆47Updated 7 months ago
- Submission Guide + Discussion Board for AI Singapore Global Challenge for Safe and Secure LLMs (Track 1A).☆16Updated 7 months ago
- ☆30Updated 7 months ago
- Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime☆43Updated last year
- ☆74Updated 2 weeks ago