Ihsen Alouani

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 74

Top Venues

University of Valenciennes and Hainaut-Cambresis, France (PHD)

Education History

University of Valenciennes and Hainaut-Cambresis, France

PHD

Publications

Hamed Poursiami, Ihsen Alouani, Maryam Parsa
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks. CoRR (2024)
Behnam Omidi, Khaled N. Khasawneh, Ihsen Alouani
Evasive Hardware Trojan through Adversarial Power Trace. CoRR (2024)
Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani
Model for Peanuts: Hijacking ML Models without Training Access is Possible. CoRR (2024)
Md. Shohidul Islam, Sankha Baran Dutta, Andres Marquez, Ihsen Alouani, Khaled N. Khasawneh
Harnessing ML Privacy by Design Through Crossbar Array Non-Idealities. DATE (2024)
Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique
SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. CoRR (2024)
Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh
Hardware Support for Trustworthy Machine Learning: A Survey. ISQED (2024)
Hamed Poursiami, Ihsen Alouani, Maryam Parsa
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks. CoRR (2024)
Marwa Afnouch, Olfa Gaddour, Yosr Hentati, Fares Bougourzi, Mohamed Abid, Ihsen Alouani, Abdelmalik Taleb-Ahmed
BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach. Expert Syst. Appl. 228 (2023)
Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens. CoRR (2023)
Bilel Tarchoun, Quazi Mishkatul Alam, Nael B. Abu-Ghazaleh, Ihsen Alouani
Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems. CoRR (2023)
Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani
Jedi: Entropy-based Localization and Removal of Adversarial Patches. CoRR (2023)
Md Abdullah Al Mamun, Quazi Mishkatul Alam, Erfan Shaigani, Pedram Zaree, Ihsen Alouani, Nael B. Abu-Ghazaleh
DeepMem: ML Models as storage channels and their (mis-)applications. CoRR (2023)
Quazi Mishkatul Alam, Bilel Tarchoun, Ihsen Alouani, Nael B. Abu-Ghazaleh
Attention Deficit is Ordered! Fooling Deformable Vision Transformers with Collaborative Adversarial Patches. CoRR (2023)
Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
DAP: A Dynamic Adversarial Patch for Evading Person Detectors. CoRR (2023)
Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani
Jedi: Entropy-Based Localization and Removal of Adversarial Patches. CVPR (2023)
Maryam Parsa, Khaled N. Khasawneh, Ihsen Alouani
A Brain-inspired Approach for Malware Detection using Sub-semantic Hardware Features. ACM Great Lakes Symposium on VLSI (2023)
Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh
SecureVolt: Enhancing Deep Neural Networks Security via Undervolting. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens. IJCNN (2023)
Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh
Stochastic-HMDs: Adversarial-Resilient Hardware Malware Detectors via Undervolting. DAC (2023)
Imen Jegham, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub
Deep learning-based hard spatial attention for driver in-vehicle action monitoring. Expert Syst. Appl. 219 (2023)
Ayoub Arous, Andrés F. López-Lopera, Nael B. Abu-Ghazaleh, Ihsen Alouani
May the Noise be with you: Adversarial Training without Adversarial Examples. CoRR (2023)
Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation. CoRR (2023)
Doaa K. Abdelrahman, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan
Ternary SRAM circuit designs with CNTFETs. Int. J. Circuit Theory Appl. 51 (7) (2023)
Nahla Majdoub Bhiri, Safa Ameur, Ihsen Alouani, Mohamed Ali Mahjoub, Anouar Ben Khalifa
Hand gesture recognition with focus on leap motion: An overview, real world challenges and future directions. Expert Syst. Appl. 226 (2023)
Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani
AdvART: Adversarial Art for Camouflaged Object Detection Attacks. CoRR (2023)
Md. Shohidul Islam, Behnam Omidi, Ihsen Alouani, Khaled N. Khasawneh
VPP: Privacy Preserving Machine Learning via Undervolting. HOST (2023)
Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. IJCNN (2022)
Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. CoRR (2022)
Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks. CoRR (2022)
Anis Amazigh Hamza, Iyad Dayoub, Ihsen Alouani, Abderrahmane Amrouche
On the Error Rate Performance of Full-Duplex Cooperative NOMA in Wireless Networks. IEEE Trans. Commun. 70 (3) (2022)
Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid
SIT: Stochastic Input Transformation to Defend Against Adversarial Attacks on Deep Neural Networks. IEEE Des. Test 39 (3) (2022)
Ihsen Alouani
Breaking (and Fixing) Channel-based Cryptographic Key Generation: A Machine Learning Approach. DSD (2022)
Amira Guesmi, Ihsen Alouani
a-RNA: Adversarial Radio Noise Attack to Fool Radar-based Environment Perception Systems. CoRR (2022)
Rawan Mohammed, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan
CNTFET-based ternary address decoder design. Int. J. Circuit Theory Appl. 50 (10) (2022)
Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. CoRR (2022)
Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. VTS (2022)
Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh
Lower Voltage for Higher Security: Using Voltage Overscaling to Secure Deep Neural Networks. ICCAD (2021)
Ihsen Alouani, Anouar Ben Khalifa, Farhad Merchant, Rainer Leupers
An Investigation on Inherent Robustness of Posit Data Representation. CoRR (2021)
Bilel Tarchoun, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub
Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability. CoRR (2021)
Amr Mohammaden, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan
CNTFET design of a multiple-port ternary register file. Microelectron. J. 113 (2021)
Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. DATE (2021)
Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
Defensive approximation: securing CNNs using approximate computing. ASPLOS (2021)
Amira Mimouna, Anouar Ben Khalifa, Ihsen Alouani, Abdelmalik Taleb-Ahmed, Atika Rivenq, Najoua Essoukri Ben Amara
LSTM-based System for Multiple Obstacle Detection using Ultra-wide Band Radar. ICAART (2) (2021)
Ihsen Alouani, Anouar Ben Khalifa, Farhad Merchant, Rainer Leupers
An Investigation on Inherent Robustness of Posit Data Representation. VLSI Design (2021)
Nicolas Fleury, Theo Dubrunquez, Ihsen Alouani
PDF-Malware: An Overview on Threats, Detection and Evasion Attacks. CoRR (2021)
Alexandre Chabot, Ihsen Alouani, Réda Nouacer, Smaïl Niar
A Memory Reliability Enhancement Technique for Multi Bit Upsets. J. Signal Process. Syst. 93 (4) (2021)
Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh
Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling. CoRR (2021)
Bilel Tarchoun, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub
Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability. CW (2021)
Bilel Tarchoun, Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub
Deep CNN-based Pedestrian Detection for Intelligent Infrastructure. ATSIP (2020)
Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub
A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD. Signal Process. Image Commun. 88 (2020)
Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
Defensive Approximation: Enhancing CNNs Security through Approximate Computing. CoRR (2020)
Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub
Vision-based human action recognition: An overview and real world challenges. Digit. Investig. 32 (2020)
Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara
Pedestrian detection using a moving camera: A novel framework for foreground detection. Cogn. Syst. Res. 60 (2020)
Mohamed A. Neggaz, Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi
Are CNNs Reliable Enough for Critical Applications? An Exploratory Study. IEEE Des. Test 37 (2) (2020)
Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. CoRR (2020)
Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. CoRR (2020)
Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub, Atika Rivenq
A novel multi-view pedestrian detection database for collaborative Intelligent Transportation Systems. Future Gener. Comput. Syst. 113 (2020)
Ihsen Alouani, Hamzeh Ahangari, Ozcan Ozturk, Smaïl Niar
Power-efficient reliable register file for aggressive-environment applications. IET Comput. Digit. Tech. 14 (1) (2020)
Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. IJCNN (2020)
Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar
Cross-layer CNN Approximations for Hardware Implementation. ARC (2020)
Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Atika Rivenq
HEAP: A Heterogeneous Approximate Floating-Point Multiplier for Error Tolerant Applications. RSP (2019)
Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub
MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset. CAIP (1) (2019)
Ilyas Bendjillali Ridha, Mohammed Beladgham, Khaled Merit, Ahmed Abdelmalik Taleb, Ihsen Alouani
Facial Expression Recognition Based on DWT Feature for Deep CNN. CoDIT (2019)
Alexandre Chabot, Ihsen Alouani, Smaïl Niar, Réda Nouacer
A new memory reliability technique for multiple bit upsets mitigation. CF (2019)
Mohamed A. Neggaz, Ihsen Alouani, Pablo R. Lorenzo, Smaïl Niar
A Reliability Study on CNNs for Critical Embedded Systems. ICCD (2018)
Ihsen Alouani, Hamzeh Ahangari, Ozcan Ozturk, Smaïl Niar
A Novel Heterogeneous Approximate Multiplier for Low Power and High Performance. IEEE Embed. Syst. Lett. 10 (2) (2018)
Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub
Safe Driving : Driver Action Recognition using SURF Keypoints. ICM (2018)
Alexandre Chabot, Ihsen Alouani, Smaïl Niar, Réda Nouacer
A Comprehensive Fault Injection Strategy for Embedded Systems Reliability Assessment. RSP (2018)
Hamzeh Ahangari, Ihsen Alouani, Özcan Özturk, Smaïl Niar
Reconfigurable Hardened Latch and Flip-Flop for FPGAs. ISVLSI (2017)
Ihsen Alouani, Wael M. Elsharkasy, Ahmed M. Eltawil, Fadi J. Kurdahi, Smaïl Niar
AS8-static random access memory (SRAM): asymmetric SRAM architecture for soft error hardening enhancement. IET Circuits Devices Syst. 11 (1) (2017)
Ihsen Alouani, Thomas Wild, Andreas Herkersdorf, Smaïl Niar
Adaptive Reliability for Fault Tolerant Multicore Systems. DSD (2017)
Ihsen Alouani, Hamzeh Ahangari, Özcan Özturk, Smaïl Niar
NS-SRAM: Neighborhood Solidarity SRAM for Reliability Enhancement of SRAM Memories. DSD (2016)
Hamzeh Ahangari, Ihsen Alouani, Özcan Özturk, Smaïl Niar, Atika Rivenq
Register file reliability enhancement through adjacent narrow-width exploitation. DTIS (2016)
Ihsen Alouani, Smaïl Niar, Yassin El Hillali, Mazen A. R. Saghir, Fadi J. Kurdahi, Menhaj Atika
Auto-tuning Fault Tolerance Technique for DSP-Based Circuits in Transportation Systems. RES4ANT@DATE (2016)
Ihsen Alouani, Braham Lotfi Mediouni, Smaïl Niar
A multi-objective approach for software/hardware partitioning in a multi-target tracking system. RSP (2015)
Ihsen Alouani, Smaïl Niar, Yassin El Hillali, Atika Rivenq-Menhaj
Modeling transistor level masking of soft errors in combinational circuits. EWDTS (2015)
Ihsen Alouani, Mazen A. R. Saghir, Smaïl Niar
ARABICA: A Reconfigurable Arithmetic Block for ISA Customization. ARC (2014)
Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi, Mohamed Abid
Parity-based mono-Copy Cache for low power consumption and high reliability. RSP (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ihsen Alouani