4 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
A Sysmon Incremental Learning System for Ransomware Analysis and Detection
Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan +1
In the face of increasing cyber threats, particularly ransomware attacks, there is a pressing need for advanced detection and analysis systems that adapt to evolving malware behavi…
iCNN-LSTM: A batch-based incremental ransomware detection system using Sysmon
Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan +1
In response to the increasing ransomware threat, this study presents a novel detection system that integrates Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM)…
Detecting Malicious URLs of COVID-19 Pandemic using ML technologies
Jamil Ispahany, Rafiqul Islam
Throughout the COVID-19 outbreak, malicious attacks have become more pervasive and damaging than ever. Malicious intruders have been responsible for most cybercrimes committed rece…