Research Assistant ↗
IQSec Lab · USA
- Researching concept drift and continual learning for adaptive malware detection.
- Developing ML models that learn from evolving malware behavior.
- Collaborating on peer-reviewed cybersecurity research.
MKresearch / security
Cybersecurity researcher working on malware analysis, concept drift, and continual learning.
My research focuses on how malware changes over time and how detection systems can remain useful under that change. I study concept drift, continual learning, and adaptive malware detection, with additional interests in post-quantum cybersecurity and the security of quantum machine learning systems.
Before beginning my doctoral studies, I worked in security engineering, penetration testing, incident response, and threat hunting.
Selected work on malware analysis, longitudinal benchmarks, and learning under distribution shift.
Publications
IQSec Lab · USA
Dutch Bangla Bank PLC · Dhaka
TechnoNext Ltd. · Dhaka
SSL Wireless · Dhaka
Have a problem worth solving?