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Nael Abu-Ghazaleh

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May the Noise be with you: Adversarial Training without Adversarial Examples

Dec 12, 2023
Ayoub Arous, Andres F Lopez-Lopera, Nael Abu-Ghazaleh, Ihsen Alouani

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Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems

Nov 30, 2023
Bilel Tarchoun, Quazi Mishkatul Alam, Nael Abu-Ghazaleh, Ihsen Alouani

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Attention Deficit is Ordered! Fooling Deformable Vision Transformers with Collaborative Adversarial Patches

Nov 21, 2023
Quazi Mishkatul Alam, Bilel Tarchoun, Ihsen Alouani, Nael Abu-Ghazaleh

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Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks

Oct 16, 2023
Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, Pedram Zaree, Yue Dong, Nael Abu-Ghazaleh

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Plug and Pray: Exploiting off-the-shelf components of Multi-Modal Models

Jul 26, 2023
Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh

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Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics

Jul 25, 2023
Quazi Mishkatul Alam, Israat Haque, Nael Abu-Ghazaleh

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DeepMem: ML Models as storage channels and their (mis-)applications

Jul 24, 2023
Md Abdullah Al Mamun, Quazi Mishkatul Alam, Erfan Shaigani, Pedram Zaree, Ihsen Alouani, Nael Abu-Ghazaleh

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Jedi: Entropy-based Localization and Removal of Adversarial Patches

Apr 20, 2023
Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael Abu-Ghazaleh, Ihsen Alouani

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