Feature Reduction and Optimization of Malware Detection System Using Ant Colony Optimization and Rough Sets. - Ravi Kiran Varma Penmatsa; Akhila Kalidindi; S. Kumar Reddy Mallidi (Int. J. Inf. Secur. Priv., 2020)

Bat optimization algorithm for wrapper-based feature selection and performance improvement of android malware detection. - P. Ravi Kiran Varma; S. Kumar Reddy Mallidi; Santosh Jhansi K.; Pushpa Latha D. (IET Networks, 2021)

Enhancing Pneumonia Diagnosis and Severity Assessment through Deep Learning: A Comprehensive Approach Integrating CNN Classification and Infection Segmentation. - S. Kumar Reddy Mallidi (CoRR, 2025)

Embedded-filter ACO using clustering based mutual information for feature selection. - S. Kumar Reddy Mallidi; Rajeswara Rao Ramisetty (J. Comb. Optim., 2025)

Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing. - S. Kumar Reddy Mallidi; Rajeswara Rao Ramisetty (WIREs Data. Mining. Knowl. Discov., 2025)

Advancements in training and deployment strategies for AI-based intrusion detection systems in IoT: a systematic literature review. - S. Kumar Reddy Mallidi; Rajeswara Rao Ramisetty (Discov. Internet Things, 2025)

Bowerbird courtship-inspired feature selection for efficient high-dimensional data analysis using a novel meta-heuristic. - S. Kumar Reddy Mallidi; Rajeswara Rao Ramisetty (Discov. Comput., 2025)

A multi-level intrusion detection system for industrial IoT using bowerbird courtship-inspired feature selection and hybrid data balancing. - S. Kumar Reddy Mallidi; Rajeswara Rao Ramisetty (Discov. Comput., 2025)