A Comprehensive Analysis of Machine Learning Based File Trap Selection Methods to Detect Crypto Ransomware
Authors: Mohan Anand Putrevu, Hrushikesh Chunduri, Venkata Sai Charan Putrevu, Sandeep K Shukla | Published: 2024-09-13
Ransomware Assessment
Ransomware Detection Using Machine Learning in the Linux Kernel
Authors: Adrian Brodzik, Tomasz Malec-Kruszyński, Wojciech Niewolski, Mikołaj Tkaczyk, Krzysztof Bocianiak, Sok-Yen Loui | Published: 2024-09-10
Zero-day attack and ransomware detection
Authors: Steven Jabulani Nhlapo, Mike Nkongolo Wa Nkongolo | Published: 2024-08-08
Ransomware Detection and Classification Using Random Forest: A Case Study with the UGRansome2024 Dataset
Authors: Peace Azugo, Hein Venter, Mike Wa Nkongolo | Published: 2024-04-19
WannaLaugh: A Configurable Ransomware Emulator — Learning to Mimic Malicious Storage Traces
Authors: Dionysios Diamantopoulos, Roman Pletka, Slavisa Sarafijanovic, A. L. Narasimha Reddy, Haris Pozidis | Published: 2024-03-12 | Updated: 2024-06-12
Ransomware threat mitigation through network traffic analysis and machine learning techniques
Authors: Ali Mehrban, Shirin Karimi Geransayeh | Published: 2024-01-27 | Updated: 2024-02-04
Studying Ransomware Attacks Using Web Search Logs
Authors: Chetan Bansal, Pantazis Deligiannis, Chandra Maddila, Nikitha Rao | Published: 2020-05-01 | Updated: 2020-05-23
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection
Authors: Qian Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges | Published: 2019-10-15