Suresh Kumar Amalapuram

According to our database, Suresh Kumar Amalapuram authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

SPIDER: A Semi-Supervised Continual Learning-based Network Intrusion Detection System.

Suresh Kumar Amalapuram, Bheemarjuna Reddy Tamma, Sumohana S. Channappayya

Proceedings of the IEEE INFOCOM 2024, 2024

2023

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection.

Suresh Kumar Amalapuram, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Continual Learning for Anomaly based Network Intrusion Detection.

Suresh Kumar Amalapuram, Akash Tadwai, Reethu Vinta, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma

Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

2021

On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems.

Suresh Kumar Amalapuram, Thushara Tippi Reddy, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma

Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021