Jean-Charles Verdier

1. A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms
   2022/04/21 by Maxime Alvarez, Jean-Charles Verdier, Alvarez, Maxime +9 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems
   2022/06/25 by D’Jeff K. Nkashama, Nkashama, D'Jeff Kanda, Arian Soltani +9 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
3. Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation
   2024/07/11 by D’Jeff K. Nkashama, Jordan Masakuna Félicien, Nkashama, D'Jeff K. +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)