Alternatives and similar repositories for MLLMGuard

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

• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆71Updated 4 months ago
• EchoseChen / SPA-VL-RLHF
  The reinforcement learning codes for dataset SPA-VL
  ☆33Updated 11 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆46Updated 2 months ago
• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆23Updated 7 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"
  ☆80Updated last year
• xirui-li / MOSSBench
  An implementation for MLLM oversensitivity evaluation
  ☆13Updated 6 months ago
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆130Updated 7 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 …
  ☆64Updated this week
• thu-ml / STAIR
  Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"
  ☆37Updated 3 months ago
• SaFoLab-WISC / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆58Updated 10 months ago
• AI45Lab / VLSBench
  [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety
  ☆40Updated 2 weeks ago
• DripNowhy / ETA
  [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"
  ☆21Updated 2 weeks ago
• git-disl / Vaccine
  This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)
  ☆43Updated 6 months ago
• Jihuai-wpy / InferAligner
  ☆33Updated 8 months ago
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆56Updated last year
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆68Updated 3 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"
  ☆19Updated 6 months ago
• OPTML-Group / SOUL
  Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"
  ☆26Updated 8 months ago
• huanranchen / VLMTransfer
  A package that achieves 95%+ transfer attack success rate against GPT-4
  ☆20Updated 7 months ago
• SaFoLab-WISC / JailBreakV_28K
  [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…
  ☆63Updated 3 weeks ago
• AISG-Technology-Team / GCSS-Track-1A-Submission-Guide
  Submission Guide + Discussion Board for AI Singapore Global Challenge for Safe and Secure LLMs (Track 1A).
  ☆16Updated 11 months ago
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆49Updated 4 months ago
• MingyuJ666 / LVLM-Safety
  [FCS'24] LVLM Safety paper
  ☆17Updated 5 months ago
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆125Updated last month
• UCSC-VLAA / STAR-1
  ☆22Updated last month
• swj0419 / muse_bench
  ☆21Updated 2 months ago
• licong-lin / negative-preference-optimization
  ☆58Updated 10 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…
  ☆27Updated 2 months ago
• princeton-nlp / benign-data-breaks-safety
  ☆41Updated 8 months ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆37Updated last year