Halima Bouzidi

26 papers A* 1A 2C 4Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Adversarially Evasive Hardware Trojans through Approximate Designs. AsianHOST Marwa Dhiaf, Halima Bouzidi, Ihsen Alouani
2025	J	`jnl`	FlyTrap: Physical Distance-Pulling Attack Towards Camera-based Autonomous Target Tracking Systems. CoRR Shaoyuan Xie, Mohamad Habib Fakih, Junchi Lu, Fayzah Alshammari, Ningfei Wang, Takami Sato, Halima Bouzidi, Mohammad Abdullah Al Faruque, Qi Alfred Chen
2025	A	`conf`	Invisible Ears at Your Fingertips: Acoustic Eavesdropping via Mouse Sensors. ACSAC Mohamad Habib Fakih, Rahul Dharmaji, Youssef Mahmoud, Halima Bouzidi, Mohammad Abdullah Al Faruque
2025	J	`jnl`	Invisible Ears at Your Fingertips: Acoustic Eavesdropping via Mouse Sensors. CoRR Mohamad Fakih, Rahul Dharmaji, Youssef Mahmoud, Halima Bouzidi, Mohammad Abdullah Al Faruque
2025	C	`conf`	LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models. DSD Mohamad Fakih, Rahul Dharmaji, Halima Bouzidi, Gustavo Quiros Araya, Oluwatosin Ogundare, Mst-Ayesha Siddika, Mohammad Abdullah Al Faruque
2025	J	`jnl`	LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models. CoRR Mohamad Fakih, Rahul Dharmaji, Halima Bouzidi, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque
2025	J	`jnl`	See No Evil: Adversarial Attacks Against Linguistic-Visual Association in Referring Multi-Object Tracking Systems. CoRR Halima Bouzidi, Haoyu Liu, Mohammad Abdullah Al Faruque
2025	—	`conf`	SnatchML: Hijacking ML Models Without Training Access. SaTML Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani
2024	—	`—`	Efficient Deployment of Deep Neural Networks on Hardware Devices for Edge AI. (Déploiement efficace des réseaux de neurones profonds sur les dispositifs matériels pour l'IA en Edge). Halima Bouzidi
2024	J	`jnl`	Model for Peanuts: Hijacking ML Models without Training Access is Possible. CoRR Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani
2024	C	`conf`	NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search Spaces. BDCAT Kaouthar Essaheli, Selsabil Roubi, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar
2024	J	`jnl`	SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi
2023	A	`conf`	HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2023	C	`conf`	Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. ACML Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. CoRR Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. CoRR Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	A*	`conf`	Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. DAC Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. CoRR Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar
2022	C	`conf`	Co-Optimization of DNN and Hardware Configurations on Edge GPUs. DSD Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, El-Ghazali Talbi, Abdessamad Ait El Cadi
2022	—	`conf`	Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. OLA Halima Bouzidi, Hamza Ouarnoughi, El-Ghazali Talbi, Abdessamad Ait El Cadi, Smaïl Niar
2022	J	`jnl`	HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2022	J	`jnl`	Performance Modeling of Computer Vision-based CNN on Edge GPUs. ACM Trans. Embed. Comput. Syst. Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2021	—	`conf`	Performance prediction for convolutional neural networks on edge GPUs. CF Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2020	J	`jnl`	Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi