Guesmi, Amira

1. DAP: A Dynamic Adversarial Patch for Evading Person Detectors
   2023/05/19 by Amira Guesmi, Ruitian Ding, Guesmi, Amira +7 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
2. Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook
   2023/08/11 by Amira Guesmi, Muhammad Abdullah Hanif, Guesmi, Amira +5 · 3 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
3. Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach
   2024/05/10 by Guesmi, Amira, Aswani, Nishant Suresh, Shafique, Muhammad · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
4. APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation
   2023/03/02 by Amira Guesmi, Guesmi, Amira, Muhammad Abdullah Hanif +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis #Robotics (cs.RO)
5. AdvART: Adversarial Art for Camouflaged Object Detection Attacks
   2023/03/03 by Guesmi, Amira, Bilasco, Ioan Marius, Shafique, Muhammad +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
6. SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
   2023/08/06 by Amira Guesmi, Muhammad Abdullah Hanif, Guesmi, Amira +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection
7. ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
   2023/11/20 by Chattopadhyay, Nandish, Guesmi, Amira, Hanif, Muhammad Abdullah +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
8. SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications
   2024/03/18 by Guesmi, Amira, Hanif, Muhammad Abdullah, Alouani, Ihsen +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)