liudaizong / Awesome-LVLM-Attack
π up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.
β271Updated 2 weeks ago
Alternatives and similar repositories for Awesome-LVLM-Attack:
Users that are interested in Awesome-LVLM-Attack are comparing it to the libraries listed below
- Accepted by IJCAI-24 Survey Trackβ200Updated 8 months ago
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Modelsβ170Updated this week
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Promptsβ134Updated 2 months ago
- Accepted by ECCV 2024β123Updated 6 months ago
- Safety at Scale: A Comprehensive Survey of Large Model Safetyβ149Updated 2 months ago
- A survey on harmful fine-tuning attack for large language modelβ161Updated last week
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)β145Updated last month
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Modelsβ217Updated 11 months ago
- β51Updated 3 months ago
- β128Updated 7 months ago
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β51Updated 10 months ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2β¦β53Updated last month
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systemsβ190Updated 4 months ago
- β38Updated 3 weeks ago
- Awesome Jailbreak, red teaming arxiv papers (Automatically Update Every 12th hours)β26Updated this week
- β94Updated last year
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as β¦β63Updated this week
- β44Updated 8 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and furβ¦β55Updated last week
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Modelsβ134Updated 2 months ago
- π₯π₯π₯Breaking long thought processes of o1-like LLMs, such as DeepSeek-R1, QwQβ28Updated last month
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Modelsβ24Updated 3 months ago
- A list of recent papers about adversarial learningβ141Updated this week
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Imagesβ33Updated last year
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"β36Updated 5 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.β69Updated 3 months ago
- [NAACL 25 Demo] TrustEval: A modular and extensible toolkit for comprehensive trust evaluation of generative foundation models (GenFMs)β97Updated 2 weeks ago
- β81Updated 2 months ago
- β26Updated 2 weeks ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decodingβ129Updated 9 months ago