D’Jeff K. Nkashama

1. A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms
   2022/04/21 by Maxime Alvarez, Alvarez, Maxime, Jean-Charles Verdier +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, Arian Soltani, Nkashama, D'Jeff Kanda +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. A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs
   2024/04/25 by Christian N. Mayemba, D’Jeff K. Nkashama, Mayemba, Christian N. +27 · 1 citation
   Social Sciences · Environmental Science · Medicine · #Human Mobility and Location-Based Analysis #Health, Environment, Cognitive Aging #Nutritional Studies and Diet
4. Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective
   2024/11/25 by Jean Marie Tshimula, Xavier Ndona, Tshimula, Jean Marie +11 · 2 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #Cybersecurity and Cyber Warfare Studies #FOS: Computer and information sciences #Information and Cyber Security
5. Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation
   2024/07/11 by D’Jeff K. Nkashama, Nkashama, D'Jeff K., Jordan Masakuna Félicien +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)