On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems. - Suresh Kumar Amalapuram; Thushara Tippi Reddy; Sumohana S. Channappayya; Bheemarjuna Reddy Tamma (AIMLSystems, 2021)

Continual Learning for Anomaly based Network Intrusion Detection. - Suresh Kumar Amalapuram; Akash Tadwai; Reethu Vinta; Sumohana S. Channappayya; Bheemarjuna Reddy Tamma (COMSNETS, 2022)

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection. - Suresh Kumar Amalapuram; Sumohana S. Channappayya; Bheemarjuna Reddy Tamma (NeurIPS, 2023)

SPIDER: A Semi-Supervised Continual Learning-based Network Intrusion Detection System. - Suresh Kumar Amalapuram; Bheemarjuna Reddy Tamma; Sumohana S. Channappayya (INFOCOM, 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)

LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis. - Md Ahsanul Haque; Ismail Hossain; Md Mahmuduzzaman Kamol; Md Jahangir Alam 003; Suresh Kumar Amalapuram; Sajedul Talukder; Mohammad Saidur Rahman 003 (CoRR, 2025)