Suresh Kumar Amalapuram

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Network Intrusion

Learning Process

Transductive Learning

Top Venues

Publications

Suresh Kumar Amalapuram, Bheemarjuna Reddy Tamma, Sumohana S. Channappayya
SPIDER: A Semi-Supervised Continual Learning-based Network Intrusion Detection System. INFOCOM (2024)
Suresh Kumar Amalapuram, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection. NeurIPS (2023)
Suresh Kumar Amalapuram, Akash Tadwai, Reethu Vinta, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
Continual Learning for Anomaly based Network Intrusion Detection. COMSNETS (2022)
Suresh Kumar Amalapuram, Thushara Tippi Reddy, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems. AIMLSystems (2021)