"Security Evaluation of a Face Recognition System": Final project for the AI for Cybersecurity course. This repository explores the robustness of deep learning image classifiers against adversarial attacks and evaluating common defense strategies.
pgd face-recognition face-detection bim resnet-50 adversarial-machine-learning fgsm carlini-wagner deepfool vggface2 jpeg-compression-technique spatial-smoothing feature-squeezing
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Updated
May 21, 2026 - Jupyter Notebook