Alternatives and similar repositories for multimodal_injection

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

• Unispac / Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
  Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models
  ☆243Updated last year
• euanong / image-hijacks
  Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime
  ☆51Updated 2 years ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆169Updated last year
• CryptoAILab / FigStep
  [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆177Updated 4 months ago
• thu-ml / Attack-Bard
  ☆105Updated last year
• Yuchen413 / text2image_safety
  ☆191Updated 6 months ago
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆166Updated 10 months ago
• tml-epfl / llm-adaptive-attacks
  Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
  ☆357Updated 9 months ago
• arobey1 / smooth-llm
  ☆111Updated last year
• ChenWu98 / agent-attack
  [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents
  ☆110Updated 8 months ago
• lancopku / agent-backdoor-attacks
  Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]
  ☆94Updated last year
• SheltonLiu-N / Universal-Prompt-Injection
  The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".
  ☆60Updated last year
• ethz-spylab / rlhf_trojan_competition
  Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.
  ☆115Updated last year
• chawins / pal
  PAL: Proxy-Guided Black-Box Attack on Large Language Models
  ☆55Updated last year
• Princeton-SysML / Jailbreak_LLM
  ☆187Updated last year
• vinusankars / BEAST
  Implementation of BEAST adversarial attack for language models (ICML 2024)
  ☆91Updated last year
• Allen-piexl / JailbreakZoo
  ☆153Updated last year
• aengusl / latent-adversarial-training
  ☆43Updated last year
• CryptoAILab / JailbreakEval
  [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
  ☆172Updated 7 months ago
• SchwinnL / LLM_Embedding_Attack
  Code to conduct an embedding attack on LLMs
  ☆27Updated 9 months ago
• xirui-li / DrAttack
  Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers
  ☆64Updated last year
• centerforaisafety / tdc2023-starter-kit
  This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.
  ☆89Updated last year
• ethz-spylab / autoadvexbench
  ☆33Updated 5 months ago
• AI-secure / AgentPoison
  [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
  ☆162Updated 6 months ago
• RICommunity / TAP
  TAP: An automated jailbreaking method for black-box LLMs
  ☆194Updated 10 months ago
• VILA-Lab / M-Attack
  [NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models] A Simple Baseline Achieving Over 90% Success Rate Against the…
  ☆74Updated 6 months ago
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆56Updated 9 months ago
• sail-sg / Agent-Smith
  [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
  ☆115Updated 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…
  ☆80Updated 5 months ago
• pasquini-dario / LLM_NeuralExec
  Code to generate NeuralExecs (prompt injection for LLMs)
  ☆25Updated 3 weeks ago