Saikat Das

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Intrusion Detection

Empirical Evaluation

Ensemble Classifier

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Saikat Das, Raktim Ranjan Das, Frederick T. Sheldon, Sajjan G. Shiva
Trusting Classifiers with Interpretable Machine Learning Based Feature Selection Backpropagation. CCWC (2024)
Saikat Das, Bhargavi Krishnamurthy, Raktim Ranjan Das, Sajjan G. Shiva
State of the art: Security Testing of Machine Learning Development Systems. CCWC (2024)
Saikat Das, Mohammad Ashrafuzzaman, Frederick T. Sheldon, Sajjan G. Shiva
Ensembling Supervised and Unsupervised Machine Learning Algorithms for Detecting Distributed Denial of Service Attacks. Algorithms 17 (3) (2024)
Bhargavi Krishnamurthy, Sajjan G. Shiva, Saikat Das
Handling Node Discovery Problem in Fog Computing using Categorical51 Algorithm With Explainability. AIIoT (2023)
Saikat Das, Indranil Bose, Uttam Kumar Sarkar
Predicting the outbreak of epidemics using a network-based approach. Eur. J. Oper. Res. 309 (2) (2023)
Saikat Das, Zhifang Wang
Optimizing Microgrid Energy Management Systems with Variable Renewable Energy Penetration: Analysis of Data Loss Effects. FTC (2) (2023)
Mazharul Hossain, Saikat Das, Bhargavi Krishnamurthy, Sajjan G. Shiva
Explainability of Artificial Intelligence Systems: A Survey. ISNCC (2023)
Onkar Singh, Koushlendra Kumar Singh, Saikat Das, Akbar Sheikh Akbari, Nurulfajar Abd Manap
Classification of lung cancer from histopathology Images using a Deep Ensemble Classifier. IST (2023)
Saikat Das, Mazharul Hossain, Sajjan G. Shiva
Requirements Elicitation and Stakeholder Communications for Explainable Machine Learning Systems: State of the Art. ICIT (2023)
Bhargavi Krishnamurthy, Sajjan G. Shiva, Saikat Das
MVE-based Reinforcement Learning Framework with Explainability for improving Quality of Experience of Application Placement in Fog Computing. AIIoT (2022)
Saikat Das, Sajal Saha, Annita Tahsin Priyoti, Etee Kawna Roy, Frederick T. Sheldon, Anwar Haque, Sajjan G. Shiva
Network Intrusion Detection and Comparative Analysis Using Ensemble Machine Learning and Feature Selection. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Saikat Das, Zhifang Wang
Cascading Failure Risk Analysis of Electrical Power Grid. FTC (1) (2022)
Raktim Ranjan Das, Bhargavi Krishnamurthy, Saikat Das
Securing IoT devices using Ensemble Machine Learning in Smart Home Management System. SSCI (2022)
Saikat Das, Sajjan G. Shiva
Machine Learning application lifecycle augmented with explanation and security. UEMCON (2021)
Mohammad Ashrafuzzaman, Saikat Das, Yacine Chakhchoukh, Sajjan G. Shiva, Frederick T. Sheldon
Detecting stealthy false data injection attacks in the smart grid using ensemble-based machine learning. Comput. Secur. 97 (2020)
Saikat Das, Amitabha Bhattacharya
Application of the Mixture of Lognormal Distribution to Represent the First-Order Statistics of Wireless Channels. IEEE Syst. J. 14 (3) (2020)
Namita Agarwal, Saikat Das
Interpretable Machine Learning Tools: A Survey. SSCI (2020)
Saikat Das, Deepak Venugopal, Sajjan G. Shiva, Frederick T. Sheldon
Empirical Evaluation of the Ensemble Framework for Feature Selection in DDoS Attack. CSCloud/EdgeCom (2020)
Mohammad Ashrafuzzaman, Saikat Das, Ananth A. Jillepalli, Yacine Chakhchoukh, Frederick T. Sheldon
Elliptic Envelope Based Detection of Stealthy False Data Injection Attacks in Smart Grid Control Systems. SSCI (2020)
Saikat Das, Mohammad Ashrafuzzaman, Frederick T. Sheldon, Sajjan G. Shiva
Network Intrusion Detection using Natural Language Processing and Ensemble Machine Learning. SSCI (2020)
Saikat Das, Namita Agarwal, Deepak Venugopal, Frederick T. Sheldon, Sajjan G. Shiva
Taxonomy and Survey of Interpretable Machine Learning Method. SSCI (2020)
Saikat Das, Ahmed M. Mahfouz, Deepak Venugopal, Sajjan G. Shiva
DDoS Intrusion Detection Through Machine Learning Ensemble. QRS Companion (2019)
Sajjan G. Shiva, Saikat Das
CoRuM: Collaborative Runtime Monitor Framework for Application Security. UCC Companion (2018)
Saikat Das, Mohammad Zulkernine
CLOUBEX: A Cloud-Based Security Analysis Framework for Browser Extensions. HASE (2016)