Comparison of Machine Learning and Deep Learning Models for Network Intrusion Detection Systems

by Niraj Thapa, Zhipeng Liu, Dukka B. KC, Balakrishna Gokaraju, Kaushik Roy
Published 2020-09-01

Secure Cyber Defense: An Analysis of Network Intrusion-Based Dataset CCD-IDSv1 with Machine Learning and Deep Learning Models

by Niraj Thapa, Zhipeng Liu, Addison Shaver, Albert Esterline, Balakrishna Gokaraju, Kaushik Roy
Published 2021-07-01

Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1—A New IoT Dataset

by Zhipeng Liu, Niraj Thapa, Addison Shaver, Kaushik Roy, Madhuri Siddula, Xiaohong Yuan, Anna Yu
Published 2021-07-01

RF-MaloSite and DL-Malosite: Methods based on random forest and deep learning to identify malonylation sites

by Hussam AL-barakati, Niraj Thapa, Saigo Hiroto, Kaushik Roy, Robert H. Newman, Dukka KC
Published 2020-01-01

DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction

by Niraj Thapa, Meenal Chaudhari, Sean McManus, Kaushik Roy, Robert H. Newman, Hiroto Saigo, Dukka B. KC
Published 2020-04-01

DTL-DephosSite: Deep Transfer Learning Based Approach to Predict Dephosphorylation Sites

by Meenal Chaudhari, Niraj Thapa, Hamid Ismail, Sandhya Chopade, Doina Caragea, Maja Köhn, Robert H. Newman, Dukka B. KC
Published 2021-06-01

A deep learning based approach for prediction of Chlamydomonas reinhardtii phosphorylation sites

by Niraj Thapa, Meenal Chaudhari, Anthony A. Iannetta, Clarence White, Kaushik Roy, Robert H. Newman, Leslie M. Hicks, Dukka B. KC
Published 2021-06-01