Amira Guesmi - RankMe

43 papers A* 3A 1B 4C 1Misc 1Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Do Not Leave a Gap: Hallucination-Free Object Concealment in Vision-Language Models. CoRR Amira Guesmi, Muhammad Shafique
2026	J	`jnl`	PatchBlock: A Lightweight Defense Against Adversarial Patches for Embedded EdgeAI Devices. CoRR Nandish Chattopadhyay, Abdul Basit, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2025	—	`conf`	Adversarial and Backdoor Threats in Autonomous-Vehicle and Embodied-AI Systems. SOCC Muhammad Shafique, Muhammad Abdullah Hanif, Amira Guesmi, Nandish Chattopadhyay, Bassem Ouni
2025	J	`jnl`	Breaking the Limits of Quantization-Aware Defenses: QADT-R for Robustness Against Patch-Based Adversarial Attacks in QNNs. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense. CoRR Amira Guesmi, Muhammad Shafique
2025	J	`jnl`	TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2024	B	`conf`	AdvART: Adversarial Art for Camouflaged Object Detection Attacks. ICIP Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani
2024	B	`conf`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. ICIP Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	J	`jnl`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	A*	`conf`	DAP: A Dynamic Adversarial Patch for Evading Person Detectors. CVPR Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2024	A*	`conf`	Defending against Adversarial Patches using Dimensionality Reduction. DAC Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition. CoRR Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach. CoRR Amira Guesmi, Nishant Suresh Aswani, Muhammad Shafique
2024	J	`jnl`	Exploring the Robustness and Transferability of Patch-Based Adversarial Attacks in Quantized Neural Networks. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous Vehicles. CoRR Amira Guesmi, Muhammad Shafique
2024	J	`jnl`	SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation. IEEE Access Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2024	A	`conf`	SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. IROS Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	AdvART: Adversarial Art for Camouflaged Object Detection Attacks. CoRR Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani
2023	J	`jnl`	AdvRain: Adversarial Raindrops to Attack Camera-Based Smart Vision Systems. Inf. Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	DAP: A Dynamic Adversarial Patch for Evading Person Detectors. CoRR Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	—	`conf`	Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition. CLAI Unconf Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	B	`conf`	Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens. IJCNN Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens. CoRR Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammed Shafique
2023	J	`jnl`	Physical Adversarial Attacks for Camera-Based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook. IEEE Access Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	SAAM: Stealthy Adversarial Attack on Monoculor Depth Estimation. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2022	J	`jnl`	Adversarial Attack on Radar-based Environment Perception Systems. CoRR Amira Guesmi, Ihsen Alouani
2022	J	`jnl`	Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks. CoRR Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
2022	B	`conf`	ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. IJCNN Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani
2022	J	`jnl`	ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. CoRR Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani
2022	J	`jnl`	SIT: Stochastic Input Transformation to Defend Against Adversarial Attacks on Deep Neural Networks. IEEE Des. Test Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid
2022	Misc	`conf`	Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. VTS Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
2022	J	`jnl`	Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. CoRR Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
2021	A*	`conf`	Defensive approximation: securing CNNs using approximate computing. ASPLOS Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
2020	J	`jnl`	Defensive Approximation: Enhancing CNNs Security through Approximate Computing. CoRR Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh
2019	—	`conf`	Experimental Investigation on Weather Changes Influences on Wireless Localization System. M&N Dhouha El Houssaini, Amira Guesmi, Sabrine Khriji, Thomas Keutel, Kamel Besbes, Olfa Kanoun
2019	C	`conf`	HEAP: A Heterogeneous Approximate Floating-Point Multiplier for Error Tolerant Applications. RSP Amira Guesmi, Ihsen Alouani, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Atika Rivenq