9 citations · 9 across the 3 of their papers we have counts for
3 papers
Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
Vinura Galwaduge, Jagath Samarabandu
Modern network intrusion detection systems (NIDS) frequently utilize the predictive power of complex deep learning models. However, the "black-box" nature of such deep learning met…
Intrusion Alert Prediction Using a Hidden Markov Model
Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang
Intrusion detection is only a starting step in securing IT infrastructure. Prediction of intrusions is the next step to provide an active defense against incoming attacks. Current…
Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone
Rasika Lakmal Hettiarachchige Don, Jagath Samarabandu
We present a generalized velocity model to improve localization when using an Inertial Navigation System (INS). This algorithm was applied to correct the velocity of a smart phone…