2 papers
cs.CR2021
Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling
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. However, HMDs suffer from adversarial attac…
cs.NI2019
IoT Device Fingerprint using Deep Learning
Sandhya Aneja, Nagender Aneja, Md Shohidul Islam
Device Fingerprinting (DFP) is the identification of a device without using its network or other assigned identities including IP address, Medium Access Control (MAC) address, or I…