| 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 | 46 | 2021 |
| 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 | 14 | 2022 |
| 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 | 13 | 2021 |
| 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 | 11 | 2022 |
| Advart: Adversarial art for camouflaged object detection attacks A Guesmi, IM Bilasco, M Shafique, I Alouani arXiv preprint arXiv:2303.01734, 2023 | 10 | 2023 |
| Advrain: Adversarial raindrops to attack camera-based smart vision systems A Guesmi, MA Hanif, M Shafique Information 14 (12), 634, 2023 | 8 | 2023 |
| 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 | 8 | 2019 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
| 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 | 5 | 2019 |
| Saam: Stealthy adversarial attack on monocular depth estimation A Guesmi, MA Hanif, B Ouni, M Shafique IEEE Access, 2024 | 4 | 2024 |
| 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 | 4 | 2023 |
| 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 | 4 | 2020 |
| DefensiveDR: Defending against adversarial patches using dimensionality reduction N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique arXiv preprint arXiv:2311.12211, 2023 | 1 | 2023 |
| 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 | 1 | 2023 |
| Adversarial attack on radar-based environment perception systems A Guesmi, I Alouani arXiv preprint arXiv:2211.01112, 2022 | 1 | 2022 |
| 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 | 1 | 2022 |
| 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 |
| Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks N Chattopadhyay, A Guesmi, M Shafique arXiv preprint arXiv:2402.06249, 2024 | | 2024 |
| Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens A Arous, A Guesmi, MA Hanif, I Alouani, M Shafique 2023 International Joint Conference on Neural Networks (IJCNN), 01-10, 2023 | | 2023 |
