2 papers
cs.CR2021
Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation
Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay
Hardware-based Malware Detectors (HMDs) using Machine Learning (ML) models have shown promise in detecting malicious workloads. However, the conventional black-box based machine le…
cs.CR2019
Application Inference using Machine Learning based Side Channel Analysis
Nikhil Chawla, Arvind Singh, Monodeep Kar +1
The proliferation of ubiquitous computing requires energy-efficient as well as secure operation of modern processors. Side channel attacks are becoming a critical threat to securit…