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1. AdvDetect AdvDetect Public

   Adversarial Examples Detection Benchmark

   Python 17 1

2. TAPT TAPT Public

   [CVPR 2025] TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models

   Python 12

3. AdvQDet AdvQDet Public

   [ACM MM 2024] AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning

   Python 9

4. Multimodal-Adversarial-Prompt-Tuning Multimodal-Adversarial-Prompt-Tuning Public

   Python 7

5. FreezeVLA FreezeVLA Public

   Python 6

6. AI45Lab/OpenRT AI45Lab/OpenRT Public

   Open-source red teaming framework for MLLMs with 37+ attack methods

   Python 194 6