thu-ml / MMTrustEval

Related projects: ⓘ

• yunqing-me / AttackVLM
  [NeurIPS-2023] Annual Conference on Neural Information Processing Systems
  ☆147Updated 10 months ago
• liudaizong / Awesome-LVLM-Attack
  😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.
  ☆73Updated this week
• thu-ml / Attack-Bard
  ☆84Updated 7 months ago
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆59Updated 2 months ago
• SaFoLab-WISC / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆34Updated 2 months ago
• jiaxiaojunQAQ / I-GCG
  Improved techniques for optimization-based jailbreaking on large language models
  ☆33Updated 3 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆36Updated 3 weeks ago
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆39Updated 5 months ago
• isXinLiu / Awesome-MLLM-Safety
  Accepted by IJCAI-24 Survey Track
  ☆117Updated 3 weeks ago
• EddyLuo1232 / JailBreakV_28K
  JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and further assess …
  ☆29Updated 2 months ago
• UCSC-VLAA / vllm-safety-benchmark
  [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"
  ☆61Updated 9 months ago
• ThuCCSLab / FigStep
  Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆76Updated 4 months ago
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆30Updated last month
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆14Updated 3 months ago
• ericyinyzy / VLAttack
  This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…
  ☆29Updated 8 months ago
• Haochen-Luo / CroPA
  ☆24Updated 3 months ago
• Unispac / Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
  Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models
  ☆156Updated 4 months ago
• Zoky-2020 / SGA
  Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]
  ☆45Updated last year
• cvlab-columbia / ZSRobust4FoundationModel
  ☆35Updated last year
• KuofengGao / Verbose_Images
  [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
  ☆17Updated 7 months ago
• umd-huang-lab / VLM-Poisoning
  Code for the paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆21Updated 6 months ago
• T1aNS1R / Evil-Geniuses
  ☆62Updated 7 months ago
• adversarial-for-goodness / Co-Attack
  official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Models
  ☆45Updated last year
• OPTML-Group / Diffusion-MU-Attack
  The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…
  ☆43Updated last month
• TreeLLi / APT
  One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models
  ☆31Updated 4 months ago
• huanranchen / AdversarialAttacks
  ☆54Updated last month
• AI4Good24 / PsySafe
  ☆28Updated 7 months ago
• xavihart / Diff-PGD
  [NeurIPS'2023] Official Code Repo:Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability
  ☆78Updated 10 months ago
• GodXuxilie / PromptAttack
  An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
  ☆40Updated 2 months ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆30Updated 5 months ago