List of Publications

● Detecting Internal Reconnaissance Behavior Through Classification of Command Collections, 2023 IEEE International Conference on Cyber Security and Resilience (CSR) which won the best industrial paper award.

● Evaluating Usage of Images for App Classification, Proceedings of the 15th IEEE India Council International Conference (INDICON 2018)

● An Empirical Study of Popular Matrix Factorization based Collaborative Filtering Algorithms, CSI Journal of Computing, Vol. 2, No. 4, pp 45, 2013.

● MapReduce Implementation of Variational Bayesian Probabilistic Matrix Factorization Algorithm, Proceedings of the IEEE Conference on Big Data 2013, pp 145-152, 2013.

● A Comparison Study of Monte Carlo Methods to Compute Rare Event Probabilities in Reliability Models, Proceedings of the 6th ACM India Computing Convention, 3, 2013.

● A Method for Inferring the Structure of Bayesian Networks in Continuous Systems Using Copulas, Proceedings of the International Conference on Electrical Engineering and Computer Science (ICEECS-2012), May 2012, Trivandrum, India. ISBN978-93-81693-58-2

List of Patents

● Internal reconnaissance attack identification using command line analysis, US20230328084A1

● Systems and methods for near real-time risk score generation, US20230328084A1

● Methods, systems and computer-readable media for determining a time-to failure of an asset, US20140288908A1

● Methods, systems and computer-readable media for distributed probabilistic matrix factorization, US20150088953A1

● Method for assessing corroded pipeline defect growth from partial inspection data and devices thereof, US9933353B2