Salah Ghamizi

1. A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
   2021/12/02 by Thibault Simonetto, Salijona Dyrmishi, Simonetto, Thibault +7 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
   2024/06/02 by Thibault Simonetto, Salah Ghamizi, Simonetto, Thibault +3 · 9 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Adversarial Robustness in Multi-Task Learning: Promises and Illusions
   2021/10/26 by Salah Ghamizi, Maxime Cordy, Ghamizi, Salah +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
   2024/08/14 by Thibault Simonetto, Simonetto, Thibault, Salah Ghamizi +3 · 6 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks
   2023/05/24 by Salijona Dyrmishi, Dyrmishi, Salijona, Salah Ghamizi +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. PowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models
   2025/01/13 by Fabien Bernier, Jun Cao, Bernier, Fabien +5 · 2 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Power Systems and Technologies
7. On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices
   2022/12/15 by Salah Ghamizi, Ghamizi, Salah, Maxime Cordy +5 · 1 citation
   Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
8. On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks
   2022/02/07 by Salijona Dyrmishi, Dyrmishi, Salijona, Salah Ghamizi +7 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security