Alternatives and similar repositories for MMTrustEval

Users that are interested in MMTrustEval are comparing it to the libraries listed below

• yunqing-me / AttackVLM
  [NeurIPS-2023] Annual Conference on Neural Information Processing Systems
  ☆212Updated 8 months ago
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆151Updated 11 months ago
• isXinLiu / Awesome-MLLM-Safety
  Accepted by IJCAI-24 Survey Track
  ☆214Updated last year
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆74Updated 8 months ago
• thu-ml / Attack-Bard
  ☆101Updated last year
• 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"
  ☆83Updated last year
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆68Updated last year
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆53Updated 8 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆61Updated 5 months ago
• SaFoLab-WISC / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆63Updated last year
• ChenWu98 / agent-attack
  [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents
  ☆102Updated 7 months ago
• AI45Lab / VLSBench
  [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety
  ☆49Updated last month
• thu-ml / STAIR
  Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"
  ☆71Updated 6 months ago
• Unispac / Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
  Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models
  ☆236Updated last year
• SaFoLab-WISC / JailBreakV_28K
  [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…
  ☆74Updated 4 months ago
• wonderNefelibata / Awesome-LRM-Safety
  Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …
  ☆72Updated this week
• WangCheng0116 / Awesome-LRMs-Safety
  Official repository for "Safety in Large Reasoning Models: A Survey" - Exploring safety risks, attacks, and defenses for Large Reasoning …
  ☆70Updated 3 weeks ago
• ThuCCSLab / FigStep
  [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆170Updated 2 months ago
• Haochen-Luo / CroPA
  ☆47Updated 9 months ago
• huanranchen / VLMTransfer
  A package that achieves 95%+ transfer attack success rate against GPT-4
  ☆23Updated 10 months ago
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆57Updated last year
• euanong / image-hijacks
  Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime
  ☆50Updated 2 years ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆39Updated last year
• RUCAIBox / HADES
  [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …
  ☆28Updated 10 months ago
• liuxuannan / Awesome-Multimodal-Jailbreak
  A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models
  ☆220Updated 2 weeks ago
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆48Updated last year
• ASTRAL-Group / ASTRA
  [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…
  ☆39Updated 2 months ago
• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆30Updated 10 months ago
• chs20 / RobustVLM
  [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
  ☆144Updated 3 months ago
• AI45Lab / CodeAttack
  [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
  ☆52Updated 10 months ago