Suresh Kumar Amalapuram

According to our database, Suresh Kumar Amalapuram authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

SEED: Semi-supervised Continual MalwarE Detection for Tackling ConcEpt Drift on a BuDget.

Suresh Kumar Amalapuram, Bikraj Shresta, Siva Ram Murthy Chebiyam, Bheemarjuna Reddy Tamma, Sumohana S. Channappayya

CoRR, May, 2026

2025

CITADEL: A Semi-Supervised Active Learning Framework for Malware Detection Under Continuous Distribution Drift.

Md Ahsanul Haque, Md Mahmuduzzaman Kamol, Ismail Hossain, Suresh Kumar Amalapuram, Vladik Kreinovich, Mohammad Saidur Rahman

CoRR, November, 2025

LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis.

Md Ahsanul Haque, Ismail Hossain, Md Mahmuduzzaman Kamol, Md Jahangir Alam, Suresh Kumar Amalapuram, Sajedul Talukder, Mohammad Saidur Rahman

CoRR, May, 2025

Experimental Insights on Continual Learning for Network Intrusion Detection.

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

Proceedings of the IEEE International Conference on Data Mining, 2025

IoT - FedMalDetect: Federated Learning Based Malware Detection for IoT Edge Devices.

Heetkumar Patel, Suresh Kumar Amalapuram, Saurabh Kumar, Bheemarjuna Reddy Tamma

Proceedings of the IEEE Conference on Communications and Network Security, 2025

2024

SOUL: A Semi-supervised Open-world continUal Learning method for Network Intrusion Detection.

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

CoRR, 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