Varun Dutt

Looking from the hacker's perspective: Role of deceptive strategies in cyber security

2016

Cyber-attacks are increasing in the real-world and they cause widespread damage to cyber-infrastructure and loss of information. Deception, i.e., the act of making someone believe something that is not true, could be a way of …

Behavioral Cybersecurity: Investigating the influence of Patching Vulnerabilities in Markov Security Games via Cognitive Modeling

2019 · International Journal on Cyber Situational Awareness

Current research in cyber-security is not focused on human decision-making. The primary objective of this study is to address this gap and investigate how cognitive processes proposed by Instance-based Learning Theory (IBLT) like reliance on …

Medicine Expenditure Prediction via a Variance- Based Generative Adversarial Network

2020 · IEEE Access

Machine learning (ML) offers a wide range of techniques to predict medicine expenditures using historical expenditures data as well as other healthcare variables. For example, researchers have developed multilayer perceptron (MLP), long short-term memory (LSTM), …