Alternatives and similar repositories for vllm-safety-benchmark

Users that are interested in vllm-safety-benchmark are comparing it to the libraries listed below

• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆44Updated last year
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆84Updated last year
• SaFo-Lab / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆69Updated last year
• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆36Updated last year
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆60Updated last year
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆59Updated last year
• thu-ml / MMTrustEval
  A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)
  ☆174Updated 7 months ago
• eric-ai-lab / MSSBench
  [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"
  ☆30Updated 7 months ago
• thu-ml / STAIR
  Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"
  ☆88Updated 11 months ago
• UCSC-VLAA / AttnGCG-attack
  ☆23Updated 7 months ago
• EchoseChen / SPA-VL-RLHF
  The reinforcement learning codes for dataset SPA-VL
  ☆44Updated last year
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆185Updated last year
• xirui-li / MOSSBench
  An implementation for MLLM oversensitivity evaluation
  ☆17Updated last year
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆78Updated last year
• AI45Lab / MLLMGuard
  ☆44Updated 7 months ago
• ChenWu98 / agent-attack
  [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents
  ☆123Updated 11 months ago
• AI45Lab / VLSBench
  [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety
  ☆53Updated 6 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆71Updated 10 months ago
• UCSC-VLAA / STAR-1
  [AAAI'26 Oral] Official Implementation of STAR-1: Safer Alignment of Reasoning LLMs with 1K Data
  ☆33Updated 9 months ago
• AoiDragon / HADES
  [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …
  ☆38Updated last year
• itsvaibhav01 / Immune
  [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
  ☆26Updated 7 months ago
• sail-sg / MMCBench
  ☆27Updated 2 years ago
• yjw1029 / Self-Reminder
  Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.
  ☆56Updated 2 years ago
• chs20 / RobustVLM
  [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
  ☆154Updated 8 months ago
• euanong / image-hijacks
  Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime
  ☆54Updated 2 years ago
• franciscoliu / MLLMU-Bench
  [NAACL 2025 Main] Official Implementation of MLLMU-Bench
  ☆46Updated 10 months ago
• thu-coai / SafeUnlearning
  Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks
  ☆32Updated last year
• princeton-nlp / benign-data-breaks-safety
  ☆44Updated last year
• SaFo-Lab / FIUBench
  A Task of Fictitious Unlearning for VLMs
  ☆28Updated 9 months ago
• WangCheng0116 / Awesome-LRMs-Safety
  Official repository for "Safety in Large Reasoning Models: A Survey" - Exploring safety risks, attacks, and defenses for Large Reasoning …
  ☆87Updated 5 months ago