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1. Enhancing-Endoscopic-Image-Retrieval-via-Self-Supervised-Learning-and-Large-VLM-Based-Re-ranking Enhancing-Endoscopic-Image-Retrieval-via-Self-Supervised-Learning-and-Large-VLM-Based-Re-ranking Public

   This repository contains the implementation of our project and research method for Endoscopic Image Retrieval, focusing on improving retrieval performance in the challenging medical imaging domain.

   13

2. Evolutionary-Black-box-Patch-Attacks-on-Face-Verification Evolutionary-Black-box-Patch-Attacks-on-Face-Verification Public

   This repository contains the official code for our poster paper, "Evolutionary Black-box Patch Attacks on Face Verification" accepted at GECCO 2025.

   Python 8

3. Adversarial-Robustness-of-RAG-with-text-only Adversarial-Robustness-of-RAG-with-text-only Public

   This project evaluates the adversarial robustness of RAG systems, which use LLMs for open-domain question answering task, by using NSGA-II as a multi-object optimization algorithm.

   Python 6

4. RLAT-Reinforcement-Learing-in-Adversarial-Attack RLAT-Reinforcement-Learing-in-Adversarial-Attack Public

   This repo uses Deep Reinforcement-Learning Agent that can conduct a adversarial attack just using input and output of classification model.

   Python 5

5. Fundamental-of-Evolutionary-Algorithms Fundamental-of-Evolutionary-Algorithms Public

   This repository provides a simple implementation of Genetic Algorithms (GA), Differential Evolution (DE), and Particle Swarm Optimization (PSO) for minimizing various benchmark functions.

   Jupyter Notebook 5

6. Adversarial-Robustness-of-Medical-Image-Classifiers-via-Denoised-Smoothing Adversarial-Robustness-of-Medical-Image-Classifiers-via-Denoised-Smoothing Public

   Enhance the adversarial robustness of Medical Model through denoised smoothing.

   Python 3