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carlini-wagner-attack

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hammaad2002 / ASRAdversarialAttacks

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An ASR (Automatic Speech Recognition) adversarial attack repository.

transformers asr adversarial-machine-learning adversarial-attacks carlini-wagner huggingface pgd-adversarial-attacks transformers-library huggingface-transformer carlini-wagner-attack huggingface-transformers huggingface-library transformers-models wav2vec2 fgsm-attack pgd-attack transformers-model projected-gradient-desent
  • Updated Nov 7, 2023
  • Jupyter Notebook

tarun360 / Adversarial-Attack-on-3D-U-Net-model-Brain-Tumour-Segmentation.

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Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.

visualization machine-learning computer-vision deep-learning robust segmentation convolutional-neural-networks robustness enhancing u-net fgsm adversarial-attacks unbalanced-data dice-coefficient brain-tumor brain-tumor-segmentaiton brain-tumour fast-gradient-sign-attack carlini-wagner-attack
  • Updated Sep 20, 2023
  • Jupyter Notebook

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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