Alternatives and similar repositories for FIUBench

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

• franciscoliu / MLLMU-Bench
  [NAACL 2025 Main] Official Implementation of MLLMU-Bench
  ☆48Updated 10 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆84Updated last year
• xirui-li / MOSSBench
  An implementation for MLLM oversensitivity evaluation
  ☆17Updated last year
• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆36Updated 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"
  ☆86Updated 2 years ago
• fangjf1 / OpenSafeMLRM
  The first toolkit for MLRM safety evaluation, providing unified interface for mainstream models, datasets, and jailbreaking methods!
  ☆14Updated 10 months ago
• MartinPawelczyk / In-Context-Unlearning
  "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.
  ☆29Updated 2 years ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆44Updated last year
• swj0419 / muse_bench
  ☆33Updated 10 months ago
• itsvaibhav01 / Immune
  [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
  ☆27Updated 8 months ago
• alenai97 / PEFT-MLLM
  Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"
  ☆25Updated last year
• YukeHu / vlm_mia
  Code for paper "Membership Inference Attacks Against Vision-Language Models"
  ☆26Updated last year
• David-Li0406 / AI-Supervision-Risk
  ☆21Updated 10 months ago
• inspire-group / tta_risk
  ☆14Updated 2 years ago
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆60Updated 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
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆103Updated last year
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆59Updated last year
• chuhac / Reasoning-to-Defend
  [EMNLP 2025] Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
  ☆12Updated 5 months ago
• ChengshuaiZhao0 / The-Wolf-Within
  ☆12Updated 6 months ago
• somvy / multimodal_unlearning
  Experiments for our CLEAR benchmark of unlearning methods in a multimodal setup
  ☆19Updated 6 months ago
• git-disl / Booster
  This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…
  ☆36Updated 10 months ago
• ybwang119 / label_recovery
  [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks
  ☆14Updated 2 years ago
• OPTML-Group / SOUL
  Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"
  ☆29Updated last year
• DripNowhy / ETA
  [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"
  ☆30Updated 6 months ago
• YitingQu / unsafe-diffusion
  ☆47Updated last year
• ybwang119 / Awesome-reasoning-safety
  This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL
  ☆59Updated 5 months ago
• jinzhuoran / RWKU
  RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
  ☆89Updated last year
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆89Updated 11 months ago
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆79Updated last year