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1. Model-Inversion-Attack-ToolBox Model-Inversion-Attack-ToolBox Public

   A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.

   Python 182 12

2. GIFD_Gradient_Inversion_Attack GIFD_Gradient_Inversion_Attack Public

   [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.

   Python 46 4

3. CGNC_Targeted_Adversarial_Attacks CGNC_Targeted_Adversarial_Attacks Public

   [ECCV-2024] Transferable Targeted Adversarial Attack, CLIP models, Generative adversarial network, Multi-target attacks

   Python 36 2

4. CPGC_VLP_Universal_Attacks CPGC_VLP_Universal_Attacks Public

   [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Generator, Generative Attacks.

   Python 26 1

5. CoPA_Contrastive_Paraphrase_Attacks CoPA_Contrastive_Paraphrase_Attacks Public

   [EMNLP-2025] Paraphrasing Attacks, LLM-Generated Text Detectors, Training-free Decoding Strategy

   Python 7 1

6. CMI_VLD_Hallucination_Mitigation CMI_VLD_Hallucination_Mitigation Public

   [NeurIPS-2025] Large Vision-Language Models, Hallucination Mitigation, Conditional Mutual Information, Token Purification

   3