Ihsen Alouani
- Jedi: Entropy-based Localization and Removal of Adversarial Patches
2023/04/20 by Bilel Tarchoun, Tarchoun, Bilel, Anouar Ben Khalifa +7 · 11 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Securing Deep Spiking Neural Networks against Adversarial Attacks\n through Inherent Structural Parameters
2020/12/09 by Rida El-Allami, Alberto Marchisio, El-Allami, Rida +5 · 9 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security
- DAP: A Dynamic Adversarial Patch for Evading Person Detectors
2023/05/19 by Amira Guesmi, Ruitian Ding, Guesmi, Amira +7 · 9 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation
2023/03/02 by Amira Guesmi, Guesmi, Amira, Muhammad Abdullah Hanif +5 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis #Robotics (cs.RO)
- Evasive Hardware Trojan through Adversarial Power Trace
2024/01/04 by Behnam Omidi, Omidi, Behnam, Khaled N. Khasawneh +3 · 1 citation
Computer Science · Engineering · #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
- Input-Triggered Hardware Trojan Attack on Spiking Neural Networks
2025/03/20 by Spyridon Raptis, Raptis, Spyridon, Paul Kling +7 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Physical Unclonable Functions (PUFs) and Hardware Security
- Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study
2024/11/10 by Ayana Moshruba, Ihsen Alouani, Moshruba, Ayana +3 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- On Jailbreaking Quantized Language Models Through Fault Injection Attacks
2025/07/04 by Noureldin Zahran, Ahmad Tahmasivand, Zahran, Noureldin +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Malware Detection Techniques
- Privacy in Federated Learning with Spiking Neural Networks
2025/11/26 by Doğukan Aksu, Aksu, Dogukan, Jesús Martínez del Rincón +3 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Privacy-Preserving Technologies in Data