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bim-attack

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mbcienz / Adversarial-Robustness-Evaluation-of-a-Deep-Face-Recognition-System

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Evaluated the robustness of a deep face recognition model (InceptionResNetV1) against adversarial attacks. Tested multiple attack types, analyzed transferability, and implemented a defense system using specialized detectors to improve security while preserving accuracy.

detector cybersecurity adversarial-machine-learning adversarial-attacks vggface2 deep-face-recognition adversarial-detection carlini-wagner-attack adversarial-robustness-toolbox fgsm-attack pgd-attack bim-attack security-evaluation-curve
  • Updated Jan 16, 2026
  • Python

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