Alternatives and similar repositories for IF-GMI

Users that are interested in IF-GMI are comparing it to the libraries listed below

• ffhibnese / GIFD_Gradient_Inversion_Attack
  [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.
  ☆45Updated last year
• ffhibnese / Model-Inversion-Attack-ToolBox
  A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
  ☆182Updated 2 weeks ago
• zhaisf / BadT2I
  [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"
  ☆32Updated last month
• jiawangbai / BadCLIP
  Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf
  ☆21Updated last year
• ffhibnese / CPGC_VLP_Universal_Attacks
  [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Gene…
  ☆25Updated 2 months ago
• AlanPeng0897 / Defend_MI
  [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"
  ☆24Updated 3 weeks ago
• KuofengGao / Verbose_Images
  [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
  ☆41Updated last year
• linweiii / BackdoorDM
  BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model
  ☆16Updated 2 months ago
• RYC-98 / FPR
  Official codes for FPR (Accepted by CVPR2025)
  ☆11Updated 6 months ago
• adversarial-for-goodness / Co-Attack
  official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Models
  ☆64Updated 2 years ago
• 20000yshust / SWARM
  [CVPR 2024] Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers
  ☆16Updated 11 months ago
• huanranchen / AdversarialAttacks
  ☆78Updated last year
• LetheSec / PLG-MI-Attack
  [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network
  ☆30Updated 11 months ago
• Zoky-2020 / SGA
  Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]
  ☆63Updated 2 years ago
• EricDai0 / advdiff
  ☆41Updated 11 months ago
• m-kahla / Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion
  ☆27Updated 3 years ago
• WUSTL-CSPL / RIATIG
  ☆27Updated 2 years ago
• ericyinyzy / VLAttack
  This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…
  ☆57Updated 6 months ago
• CGCL-codes / TeCo
  [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…
  ☆23Updated 2 years ago
• IBM / VillanDiffusion
  Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"
  ☆26Updated 2 weeks ago
• gq-max / AdvDiffVLM
  ☆39Updated 6 months ago
• datar001 / Awesome-AD-on-T2IDM
  A collection of resources on attacks and defenses targeting text-to-image diffusion models
  ☆73Updated 6 months ago
• zhaisf / CLiD
  [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"
  ☆11Updated 3 weeks ago
• whdii / TMM
  ☆15Updated last year
• AntigoneRandy / SIREN
  Official Implementation for "Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models" (IE…
  ☆21Updated 6 months ago
• LiangSiyuan21 / BadCLIP
  ☆24Updated last year
• zhaojunGUO / Awesome-LLM-Watermark
  Watermarking LLM papers up-to-date
  ☆13Updated last year
• WindVChen / DiffAttack
  An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.
  ☆232Updated 11 months ago
• wanlunsec / Beatrix
  ☆25Updated 2 years ago
• WangLab2021 / AI-Security
  ☆12Updated last month