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Amira Guesmi
Amira Guesmi
Autres nomsAmira Gasmi
Postdoctoral Associate, New York University Abu Dhabi (NYUAD)
Adresse e-mail validée de nyu.edu
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Citée par
Année
Defensive approximation: securing CNNs using approximate computing
A Guesmi, I Alouani, KN Khasawneh, M Baklouti, T Frikha, M Abid, ...
Proceedings of the 26th ACM international conference on architectural …, 2021
462021
Special session: Towards an agile design methodology for efficient, reliable, and secure ML systems
S Dave, A Marchisio, MA Hanif, A Guesmi, A Shrivastava, I Alouani, ...
2022 IEEE 40th VLSI Test Symposium (VTS), 1-14, 2022
142022
Sit: Stochastic input transformation to defend against adversarial attacks on deep neural networks
A Guesmi, I Alouani, M Baklouti, T Frikha, M Abid
IEEE Design & Test 39 (3), 63-72, 2021
132021
Room: Adversarial machine learning attacks under real-time constraints
A Guesmi, KN Khasawneh, N Abu-Ghazaleh, I Alouani
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
122022
Advart: Adversarial art for camouflaged object detection attacks
A Guesmi, IM Bilasco, M Shafique, I Alouani
arXiv preprint arXiv:2303.01734, 2023
102023
Advrain: Adversarial raindrops to attack camera-based smart vision systems
A Guesmi, MA Hanif, M Shafique
Information 14 (12), 634, 2023
82023
Physical adversarial attacks for camera-based smart systems: Current trends, categorization, applications, research challenges, and future outlook
A Guesmi, MA Hanif, B Ouni, M Shafique
IEEE Access, 2023
82023
Experimental investigation on weather changes influences on wireless localization system
D El Houssaini, A Guesmi, S Khriji, T Keutel, K Besbes, O Kanoun
2019 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2019
82019
Dap: A dynamic adversarial patch for evading person detectors
A Guesmi, R Ding, MA Hanif, I Alouani, M Shafique
arXiv preprint arXiv:2305.11618, 2023
62023
Heap: a heterogeneous approximate floating-point multiplier for error tolerant applications
A Guesmi, I Alouani, M Baklouti, T Frikha, M Abid, A Rivenq
Proceedings of the 30th International Workshop on Rapid System Prototyping …, 2019
52019
Saam: Stealthy adversarial attack on monocular depth estimation
A Guesmi, MA Hanif, B Ouni, M Shafique
IEEE Access, 2024
42024
APARATE: Adaptive adversarial patch for CNN-based monocular depth estimation for autonomous navigation
A Guesmi, MA Hanif, I Alouani, M Shafique
arXiv preprint arXiv:2303.01351, 2023
42023
Defensive approximation: Enhancing cnns security through approximate computing
A Guesmi, I Alouani, K Khasawneh, M Baklouti, T Frikha, M Abid, ...
arXiv preprint arXiv:2006.07700, 2020
42020
DefensiveDR: Defending against adversarial patches using dimensionality reduction
N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique
arXiv preprint arXiv:2311.12211, 2023
12023
ODDR: Outlier detection & dimension reduction based defense against adversarial patches
N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique
arXiv preprint arXiv:2311.12084, 2023
12023
Adversarial attack on radar-based environment perception systems
A Guesmi, I Alouani
arXiv preprint arXiv:2211.01112, 2022
12022
Defending with errors: Approximate computing for robustness of deep neural networks
A Guesmi, I Alouani, KN Khasawneh, M Baklouti, T Frikha, M Abid, ...
arXiv preprint arXiv:2211.01182, 2022
12022
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition
NS Aswani, A Guesmi, MA Hanif, M Shafique
arXiv preprint arXiv:2405.03244, 2024
2024
Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach
A Guesmi, NS Aswani, M Shafique
arXiv e-prints, arXiv: 2405.06278, 2024
2024
SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications
A Guesmi, MA Hanif, I Alouani, B Ouni, M Shafique
arXiv preprint arXiv:2403.11515, 2024
2024
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