Multi Class Machine Learning Algorithms for Intrusion Detection - A Performance Study. - Manjula C. Belavagi; Balachandra Muniyal (SSCC, 2017)

Improved Intrusion Detection System using Quantal Response Equilibrium-based Game Model and Rule-based Classification. - Manjula C. Belavagi; Balachandra Muniyal (Int. J. Commun. Networks Inf. Secur., 2021)

Profit Prediction Using ARIMA, SARIMA and LSTM Models in Time Series Forecasting: A Comparison. - Uppala Meena Sirisha; Manjula C. Belavagi; Girija V. Attigeri (IEEE Access, 2022)

StegAbb: A Cover-Generating Text Steganographic Tool Using GPT-3 Language Modeling for Covert Communication Across SDRs. - M. V. Namitha; G. R. Manjula; Manjula C. Belavagi (IEEE Access, 2024)

Comprehensive Review of Collaborative Data Caching in Edge Computing. - Abdul Tawab Akrami; Girija V. Attigeri; Manjula C. Belavagi (IEEE Access, 2025)

Enhancing Phishing Detection: A Machine Learning Approach With Feature Selection and Deep Learning Models. - Ganesh S. Nayak; Balachandra Muniyal; Manjula C. Belavagi (IEEE Access, 2025)