Mayank Swarnkar

IoT Network Traffic Classification Using Machine Learning Algorithms: An Experimental Analysis

Rakesh Kumar, Mayank Swarnkar, Gaurav Singal et al. · IEEE Internet of Things Journal · 2021 · 120 citations

Internet Traffic Analysis, Engineering, Machine Learning +17

OCPAD: One class Naive Bayes classifier for payload based anomaly detection

Mayank Swarnkar, Neminath Hubballi · Expert Systems with Applications · 2016 · 95 citations

Anomaly Detection, Machine Learning, Data Science +10

$BitCoding$ : Network Traffic Classification Through Encoded Bit Level Signatures

Neminath Hubballi, Mayank Swarnkar · IEEE/ACM Transactions on Networking · 2018 · 46 citations

Internet Traffic Analysis, Engineering, Encrypted Traffic +19

Temporal feature aggregation with attention for insider threat detection from activity logs

Preetam Pal, Pratik Chattopadhyay, Mayank Swarnkar · Expert Systems with Applications · 2023 · 41 citations

Insider Threat Detection, Temporal Feature Aggregation, Engineering +5

DNS spoofing in local networks made easy

Nikhil Tripathi, Mayank Swarnkar, Neminath Hubballi · 2017 · 27 citations

Internet Security, Ddos Detection, Targeted Dns +14