Thibault Simonetto

1. A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
   2021/12/02 by Thibault Simonetto, Simonetto, Thibault, Salijona Dyrmishi +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, Simonetto, Thibault, Salah Ghamizi +3 · 7 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. TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
   2024/08/14 by Thibault Simonetto, Salah Ghamizi, Simonetto, Thibault +3 · 5 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)
4. 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