| 2026 | ISCAS | GUARDIAN: A Decoupled GNN Framework for Type-aware Hardware Trojan Detection. | Zain Shabbir, Shichao Yu, Ihsen Alouani, Mire O'Neill |
| 2025 | CVPR | Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis. | Jeonghwan Park, Niall McLaughlin, Ihsen Alouani |
| 2025 | DAC | Data Oblivious CPU: Microarchitectural Side-channel Leakage-Resilient Processor. | Behnam Omidi, Ihsen Alouani, Khaled N. Khasawneh |
| 2025 | EMNLP | Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment. | Pedram Zaree, Md Abdullah Al Mamun, Quazi Mishkatul Alam, Yue Dong, Ihsen Alouani, Nael B. Abu-Ghazaleh |
| 2025 | ETS | On the Trustworthiness of Spiking Neural Networks and Neuromorphic Systems. | Theofilos Spyrou, Haralampos-G. Stratigopoulos, Ihsen Alouani, Said Hamdioui, Anteneh Gebregiorgis |
| 2025 | WACV | Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches. | Quazi Mishkatul Alam, Bilel Tarchoun, Ihsen Alouani, Nael B. Abu-Ghazaleh |
| 2024 | CoDIT | A Deep CNN-BiGRU Network for Multi-stream Hand Gesture Recognition Framework. | Nahla Majdoub Bhiri, Safa Ameur, Imen Jegham, Ihsen Alouani, Anouar Ben Khalifa |
| 2024 | CVPR | DAP: A Dynamic Adversarial Patch for Evading Person Detectors. | Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique |
| 2024 | DATE | Harnessing ML Privacy by Design Through Crossbar Array Non-Idealities. | Md. Shohidul Islam, Sankha Baran Dutta, Andres Marquez, Ihsen Alouani, Khaled N. Khasawneh |
| 2024 | ICIP | AdvART: Adversarial Art for Camouflaged Object Detection Attacks. | Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani |
| 2024 | ICMLA | BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks. | Hamed Poursiami, Ihsen Alouani, Maryam Parsa |
| 2024 | IROS | SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. | Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique |
| 2023 | CVPR | Jedi: Entropy-Based Localization and Removal of Adversarial Patches. | Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani |
| 2023 | DAC | Stochastic-HMDs: Adversarial-Resilient Hardware Malware Detectors via Undervolting. | Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh |
| 2023 | IJCNN | Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens. | Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique |
| 2022 | DSD | Breaking (and Fixing) Channel-based Cryptographic Key Generation: A Machine Learning Approach. | Ihsen Alouani |
| 2022 | IJCNN | ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. | Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani |
| 2022 | VTS | Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. | Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique |
| 2021 | ASPLOS | Defensive approximation: securing CNNs using approximate computing. | Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh |
| 2021 | CW | Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability. | Bilel Tarchoun, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub |
| 2021 | DATE | Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. | Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani |
| 2021 | ICAART | LSTM-based System for Multiple Obstacle Detection using Ultra-wide Band Radar. | Amira Mimouna, Anouar Ben Khalifa, Ihsen Alouani, Abdelmalik Taleb-Ahmed, Atika Rivenq, Najoua Essoukri Ben Amara |
| 2021 | ICCAD | Lower Voltage for Higher Security: Using Voltage Overscaling to Secure Deep Neural Networks. | Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh |
| 2021 | VLSID | An Investigation on Inherent Robustness of Posit Data Representation. | Ihsen Alouani, Anouar Ben Khalifa, Farhad Merchant, Rainer Leupers |
| 2020 | ATSIP | Deep CNN-based Pedestrian Detection for Intelligent Infrastructure. | Bilel Tarchoun, Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub |
| 2020 | IJCNN | NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. | Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique |
| 2019 | CAIP | MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset. | Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub |
| 2019 | CoDIT | Facial Expression Recognition Based on DWT Feature for Deep CNN. | Ilyas Bendjillali Ridha, Mohammed Beladgham, Khaled Merit, Ahmed Abdelmalik Taleb, Ihsen Alouani |
| 2019 | RSP | HEAP: A Heterogeneous Approximate Floating-Point Multiplier for Error Tolerant Applications. | Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Atika Rivenq |
| 2018 | ICCD | A Reliability Study on CNNs for Critical Embedded Systems. | Mohamed A. Neggaz, Ihsen Alouani, Pablo R. Lorenzo, Smal Niar |
| 2018 | RSP | A Comprehensive Fault Injection Strategy for Embedded Systems Reliability Assessment. | Alexandre Chabot, Ihsen Alouani, Smal Niar, Rda Nouacer |
| 2017 | DSD | Adaptive Reliability for Fault Tolerant Multicore Systems. | Ihsen Alouani, Thomas Wild, Andreas Herkersdorf, Smal Niar |
| 2016 | DATE | Auto-tuning Fault Tolerance Technique for DSP-Based Circuits in Transportation Systems. | Ihsen Alouani, Smal Niar, Yassin El Hillali, Mazen A. R. Saghir, Fadi J. Kurdahi, Menhaj Atika |
| 2016 | DSD | NS-SRAM: Neighborhood Solidarity SRAM for Reliability Enhancement of SRAM Memories. | Ihsen Alouani, Hamzeh Ahangari, zcan zturk, Smal Niar |
| 2015 | RSP | A multi-objective approach for software/hardware partitioning in a multi-target tracking system. | Ihsen Alouani, Braham Lotfi Mediouni, Smal Niar |
| 2012 | RSP | Parity-based mono-Copy Cache for low power consumption and high reliability. | Ihsen Alouani, Smal Niar, Fadi J. Kurdahi, Mohamed Abid |