9 citations · 9 across the 6 of their papers we have counts for
5 papers · 1 filter
GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication System
Mohit Agrawal, Pragyan Mehrotra, Rajesh Kumar +1
Previous studies have shown that commonly studied (vanilla) implementations of touch-based continuous authentication systems (V-TCAS) are susceptible to active adversarial attempts…
iCTGAN--An Attack Mitigation Technique for Random-vector Attack on Accelerometer-based Gait Authentication Systems
Jun Hyung Mo, Rajesh Kumar
A recent study showed that commonly (vanilla) studied implementations of accelerometer-based gait authentication systems (ABGait) are susceptible to random-vector attack. The sa…
Defending Touch-based Continuous Authentication Systems from Active Adversaries Using Generative Adversarial Networks
Mohit Agrawal, Pragyan Mehrotra, Rajesh Kumar +1
Previous studies have demonstrated that commonly studied (vanilla) touch-based continuous authentication systems (V-TCAS) are susceptible to population attack. This paper proposes…
Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans
Rajesh Kumar, WenYong Wang, Cheng Yuan +5
Medical health care centers are envisioned as a promising paradigm to handle the massive volume of data of COVID-19 patients using artificial intelligence (AI). Traditionally, AI t…
Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain
Rajesh Kumar, WenYong Wang, Jay Kumar +3
The widespread significance of Android IoT devices is due to its flexibility and hardware support features which revolutionized the digital world by introducing exciting applicatio…