Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling

no code implementations • 11 Mar 2021 • Md Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh

Machine learning-based hardware malware detectors (HMDs) offer a potential game changing advantage in defending systems against malware.

Adversarial Attack

E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management

no code implementations • 25 Aug 2019 • Iqbal H. Sarker, A. S. M. Kayes, Md Hasan Furhad, Mohammad Mainul Islam, Md Shohidul Islam

Decision tree is the most popular machine learning classification technique that is used in existing context-aware mobile intelligent interruption management (MIIM) model to overcome such issues.

BIG-bench Machine Learning Ensemble Learning +1

IoT Device Fingerprint using Deep Learning

no code implementations • 18 Jan 2019 • Sandhya Aneja, Nagender Aneja, Md Shohidul Islam

IAT is the time interval between the two consecutive packets received.