Amira Guesmi

According to our database, Amira Guesmi authored at least 22 papers between 2019 and 2024.

Collaborative distances:

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

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

CoRR, 2024

Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique

CoRR, 2024

SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation.

Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

IEEE Access, 2024

2023

AdvRain: Adversarial Raindrops to Attack Camera-Based Smart Vision Systems.

Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique

Inf., 2023

DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CoRR, 2023

ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CoRR, 2023

Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook.

Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammed Shafique

CoRR, 2023

SAAM: Stealthy Adversarial Attack on Monoculor Depth Estimation.

Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CoRR, 2023

DAP: A Dynamic Adversarial Patch for Evading Person Detectors.

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

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

Physical Adversarial Attacks for Camera-Based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook.

Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

IEEE Access, 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

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

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

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

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

Experimental Investigation on Weather Changes Influences on Wireless Localization System.

Dhouha El Houssaini, Amira Guesmi, Sabrine Khriji, Thomas Keutel, Kamel Besbes, Olfa Kanoun

Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019