Ihsen Alouani

According to our database, Ihsen Alouani authored at least 76 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An information-theoretic perspective of physical adversarial patches.

Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani

Neural Networks, 2024

Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study.

Ayana Moshruba, Ihsen Alouani, Maryam Parsa

CoRR, 2024

Model for Peanuts: Hijacking ML Models without Training Access is Possible.

Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani

CoRR, 2024

BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks.

Hamed Poursiami, Ihsen Alouani, Maryam Parsa

CoRR, 2024

Evasive Hardware Trojan through Adversarial Power Trace.

Behnam Omidi, Khaled N. Khasawneh, Ihsen Alouani

CoRR, 2024

Hardware Support for Trustworthy Machine Learning: A Survey.

Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

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

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks.

Hamed Poursiami, Ihsen Alouani, Maryam Parsa

Proceedings of the International Conference on Neuromorphic Systems, 2024

Harnessing ML Privacy by Design Through Crossbar Array Non-Idealities.

Md. Shohidul Islam, Sankha Baran Dutta, Andres Marquez, Ihsen Alouani, Khaled N. Khasawneh

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

DAP: A Dynamic Adversarial Patch for Evading Person Detectors.

Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Deep CNN-BiGRU Network for Multi-stream Hand Gesture Recognition Framework.

Nahla Majdoub Bhiri, Safa Ameur, Imen Jegham, Ihsen Alouani, Anouar Ben Khalifa

Proceedings of the 10th International Conference on Control, 2024

2023

SecureVolt: Enhancing Deep Neural Networks Security via Undervolting.

Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach.

Marwa Afnouch, Olfa Gaddour, Yosr Hentati, Fares Bougourzi, Mohamed Abid, Ihsen Alouani, Abdelmalik Taleb-Ahmed

Expert Syst. Appl., October, 2023

Hand gesture recognition with focus on leap motion: An overview, real world challenges and future directions.

Nahla Majdoub Bhiri, Safa Ameur, Ihsen Alouani, Mohamed Ali Mahjoub, Anouar Ben Khalifa

Expert Syst. Appl., September, 2023

Ternary SRAM circuit designs with CNTFETs.

Doaa K. Abdelrahman, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan

Int. J. Circuit Theory Appl., July, 2023

Deep learning-based hard spatial attention for driver in-vehicle action monitoring.

Imen Jegham, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub

Expert Syst. Appl., June, 2023

May the Noise be with you: Adversarial Training without Adversarial Examples.

Ayoub Arous, Andrés F. López-Lopera, Nael B. Abu-Ghazaleh, Ihsen Alouani

CoRR, 2023

Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems.

Bilel Tarchoun, Quazi Mishkatul Alam, Nael B. Abu-Ghazaleh, Ihsen Alouani

CoRR, 2023

Attention Deficit is Ordered! Fooling Deformable Vision Transformers with Collaborative Adversarial Patches.

Quazi Mishkatul Alam, Bilel Tarchoun, Ihsen Alouani, Nael B. Abu-Ghazaleh

CoRR, 2023

DeepMem: ML Models as storage channels and their (mis-)applications.

Md Abdullah Al Mamun, Quazi Mishkatul Alam, Erfan Shaigani, Pedram Zaree, Ihsen Alouani, Nael B. Abu-Ghazaleh

CoRR, 2023

AdvART: Adversarial Art for Camouflaged Object Detection Attacks.

Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani

CoRR, 2023

APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation.

Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

CoRR, 2023

Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens.

Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

Proceedings of the International Joint Conference on Neural Networks, 2023

VPP: Privacy Preserving Machine Learning via Undervolting.

Md. Shohidul Islam, Behnam Omidi, Ihsen Alouani, Khaled N. Khasawneh

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2023

A Brain-inspired Approach for Malware Detection using Sub-semantic Hardware Features.

Maryam Parsa, Khaled N. Khasawneh, Ihsen Alouani

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Stochastic-HMDs: Adversarial-Resilient Hardware Malware Detectors via Undervolting.

Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Jedi: Entropy-Based Localization and Removal of Adversarial Patches.

Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Ultra High Frequency Acoustic Coda Waves.

Venu Babu Thati, Nikolay Smagin, Hatem Dahmani, Julien Carlier, Ihsen Alouani

Dataset, May, 2022

Fluid concentration estimation.

Venu Babu Thati, Ibrahim Zaaroura, Malika Toubal, Nikolay Smagin, Souad Harmand, Julien Carlier, Ihsen Alouani

Dataset, March, 2022

On the Error Rate Performance of Full-Duplex Cooperative NOMA in Wireless Networks.

Anis Amazigh Hamza, Iyad Dayoub, Ihsen Alouani, Abderrahmane Amrouche

IEEE Trans. Commun., 2022

CNTFET-based ternary address decoder design.

Rawan Mohammed, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan

Int. J. Circuit Theory Appl., 2022

SIT: Stochastic Input Transformation to Defend Against Adversarial Attacks on Deep Neural Networks.

Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid

IEEE Des. Test, 2022

Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks.

Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh

CoRR, 2022

Adversarial Attack on Radar-based Environment Perception Systems.

Amira Guesmi, Ihsen Alouani

CoRR, 2022

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

Proceedings of the 40th IEEE VLSI Test Symposium, 2022

ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints.

Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani

Proceedings of the International Joint Conference on Neural Networks, 2022

Breaking (and Fixing) Channel-based Cryptographic Key Generation: A Machine Learning Approach.

Ihsen Alouani

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

A Memory Reliability Enhancement Technique for Multi Bit Upsets.

Alexandre Chabot, Ihsen Alouani, Réda Nouacer, Smaïl Niar

J. Signal Process. Syst., 2021

CNTFET design of a multiple-port ternary register file.

Amr Mohammaden, Mohammed E. Fouda, Ihsen Alouani, Lobna A. Said, Ahmed G. Radwan

Microelectron. J., 2021

PDF-Malware: An Overview on Threats, Detection and Evasion Attacks.

Nicolas Fleury, Theo Dubrunquez, Ihsen Alouani

CoRR, 2021

Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling.

Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

CoRR, 2021

An Investigation on Inherent Robustness of Posit Data Representation.

Ihsen Alouani, Anouar Ben Khalifa, Farhad Merchant, Rainer Leupers

Proceedings of the 34th International Conference on VLSI Design and 20th International Conference on Embedded Systems, 2021

Lower Voltage for Higher Security: Using Voltage Overscaling to Secure Deep Neural Networks.

Md. Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

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

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters.

Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

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

Proceedings of the International Conference on Cyberworlds, 2021

Defensive approximation: securing CNNs using approximate computing.

Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD.

Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub

Signal Process. Image Commun., 2020

Power-efficient reliable register file for aggressive-environment applications.

Ihsen Alouani, Hamzeh Ahangari, Ozcan Ozturk, Smaïl Niar

IET Comput. Digit. Tech., 2020

A novel multi-view pedestrian detection database for collaborative Intelligent Transportation Systems.

Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub, Atika Rivenq

Future Gener. Comput. Syst., 2020

Are CNNs Reliable Enough for Critical Applications? An Exploratory Study.

Mohamed A. Neggaz, Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi

IEEE Des. Test, 2020

Vision-based human action recognition: An overview and real world challenges.

Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub

Digit. Investig., 2020

Defensive Approximation: Enhancing CNNs Security through Approximate Computing.

Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh

CoRR, 2020

Pedestrian detection using a moving camera: A novel framework for foreground detection.

Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara

Cogn. Syst. Res., 2020

NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips.

Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep CNN-based Pedestrian Detection for Intelligent Infrastructure.

Bilel Tarchoun, Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Cross-layer CNN Approximations for Hardware Implementation.

Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2020

2019

HEAP: A Heterogeneous Approximate Floating-Point Multiplier for Error Tolerant Applications.

Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Atika Rivenq

Proceedings of the 30th International Workshop on Rapid System Prototyping, 2019

Facial Expression Recognition Based on DWT Feature for Deep CNN.

Ilyas Bendjillali Ridha, Mohammed Beladgham, Khaled Merit, Ahmed Abdelmalik Taleb, Ihsen Alouani

Proceedings of the 6th International Conference on Control, 2019

A new memory reliability technique for multiple bit upsets mitigation.

Alexandre Chabot, Ihsen Alouani, Smaïl Niar, Réda Nouacer

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset.

Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

A Novel Heterogeneous Approximate Multiplier for Low Power and High Performance.

Ihsen Alouani, Hamzeh Ahangari, Ozcan Ozturk, Smaïl Niar

IEEE Embed. Syst. Lett., 2018

A Comprehensive Fault Injection Strategy for Embedded Systems Reliability Assessment.

Alexandre Chabot, Ihsen Alouani, Smaïl Niar, Réda Nouacer

Proceedings of the 2018 International Symposium on Rapid System Prototyping, 2018

Safe Driving : Driver Action Recognition using SURF Keypoints.

Imen Jegham, Anouar Ben Khalifa, Ihsen Alouani, Mohamed Ali Mahjoub

Proceedings of the 30th International Conference on Microelectronics, 2018

A Reliability Study on CNNs for Critical Embedded Systems.

Mohamed A. Neggaz, Ihsen Alouani, Pablo R. Lorenzo, Smaïl Niar

Proceedings of the 36th IEEE International Conference on Computer Design, 2018

2017

AS8-static random access memory (SRAM): asymmetric SRAM architecture for soft error hardening enhancement.

Ihsen Alouani, Wael M. Elsharkasy, Ahmed M. Eltawil, Fadi J. Kurdahi, Smaïl Niar

IET Circuits Devices Syst., 2017

Reconfigurable Hardened Latch and Flip-Flop for FPGAs.

Hamzeh Ahangari, Ihsen Alouani, Özcan Özturk, Smaïl Niar

Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

Adaptive Reliability for Fault Tolerant Multicore Systems.

Ihsen Alouani, Thomas Wild, Andreas Herkersdorf, Smaïl Niar

Proceedings of the Euromicro Conference on Digital System Design, 2017

2016

Design of self-tuning reliable embedded systems and its application in railway transportation systems. (Conception de systèmes embarqués fiables et auto-réglables : applications sur les systèmes de transport ferroviaire).

Ihsen Alouani

PhD thesis, 2016

Register file reliability enhancement through adjacent narrow-width exploitation.

Hamzeh Ahangari, Ihsen Alouani, Özcan Özturk, Smaïl Niar, Atika Rivenq

Proceedings of the 2016 International Conference on Design and Technology of Integrated Systems in Nanoscale Era, 2016

NS-SRAM: Neighborhood Solidarity SRAM for Reliability Enhancement of SRAM Memories.

Ihsen Alouani, Hamzeh Ahangari, Özcan Özturk, Smaïl Niar

Proceedings of the 2016 Euromicro Conference on Digital System Design, 2016

Auto-tuning Fault Tolerance Technique for DSP-Based Circuits in Transportation Systems.

Ihsen Alouani, Smaïl Niar, Yassin El Hillali, Mazen A. R. Saghir, Fadi J. Kurdahi, Menhaj Atika

Proceedings of the 1st International Workshop on RESource Awareness and Application Auto-tuning in Adaptive and heterogeNeous compuTing co-located with 19th International Conference on Design, 2016

2015

A multi-objective approach for software/hardware partitioning in a multi-target tracking system.

Ihsen Alouani, Braham Lotfi Mediouni, Smaïl Niar

Proceedings of the 2015 International Symposium on Rapid System Prototyping, 2015

Modeling transistor level masking of soft errors in combinational circuits.

Ihsen Alouani, Smaïl Niar, Yassin El Hillali, Atika Rivenq-Menhaj

Proceedings of the 2015 IEEE East-West Design & Test Symposium, 2015

2014

ARABICA: A Reconfigurable Arithmetic Block for ISA Customization.

Ihsen Alouani, Mazen A. R. Saghir, Smaïl Niar

Proceedings of the Reconfigurable Computing: Architectures, Tools, and Applications, 2014

2012

Parity-based mono-Copy Cache for low power consumption and high reliability.

Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi, Mohamed Abid

Proceedings of the 23rd IEEE International Symposium on Rapid System Prototyping, 2012