SR University

Bingu, R., Patnala, E., Sangaraju, H.R., Adinarayana, S., Dhatterwal, J.S., Kavitha, S. “Automated breast cancer classification using a hybrid deep learning framework with attention-integrated EfficientNet”, Biomedical Signal Processing and Control, Vol. 112, Part B (2025). SCIE Indexed, Q2 Journal, Unpaid, DOI: 10.1016/j.bspc.2025.108552

Bingu, R., Adinarayana, S., Dhatterwal, J.S., Kavitha, S., Patnala, E., Sangaraju, H.R. “Performance comparison analysis of classification methodologies for effective detection of intrusions”, Computers & Security, Vol. 143 (2024). SCIE Indexed, Q1 Journal, Unpaid, DOI: 10.1016/j.cose.2024.103893

Bingu, R., Kavitha, S., Patnala, E., Sangaraju, H.R., Adinarayana, S., Dhatterwal, J.S. “An optimized multi head attention based fused depthwise convolutional model for lung cancer detection”, Expert Systems with Applications, Vol. 271 (2025). SCIE Indexed, Q2 Journal, Unpaid, DOI: 10.1016/j.eswa.2025.126596

Bingu, R., Jothilakshmi, S. “Cloud auditing and authentication scheme for establishing privacy preservation”, Multimedia Tools and Applications (2023). SCIE Indexed, Q2 Journal, Unpaid, DOI: 10.1007/s11042-023 17170-3

Bingu, R., Jothilakshmi, S., Srinivasu, N. “An intelligent multiclass deep classifier-based intrusion detection system for cloud environment”, Concurrency and Computation: Practice & Experience, Vol. 35, Issue 26. SCIE Indexed, Q3 Journal, Unpaid, DOI: 10.1002/cpe.7840

Bingu, R., et al. “D2C_ResNet: crop leaf disease detection using deep learning”, International Journal of Bio Inspired Computation, SCIE Indexed, Q3 Journal, Unpaid, Accepted.

Bingu, R., Jothilakshmi, S., Srinivasu, N. “Security and privacy preservation using constructive hierarchical data-sharing approach in cloud environment”, Information Security Journal, Vol. 33, Issue 1, pp. 1–15. ESCI Indexed, Q3 Journal, Unpaid, DOI: 10.1080/19393555.2022.2128942

Bingu, R., Jothilakshmi, S. “Design of Intrusion Detection System using Ensemble Learning Technique in Cloud Computing Environment”, International Journal of Advanced Computer Science and Applications, Vol. 14 (2023), pp. 751–764. ESCI Indexed, Q3 Journal

Bingu, R., Jothilakshmi, S. “An Effective Dual Level Flow Optimized AlexNet-BiGRU Model for Intrusion Detection in Cloud Computing”, International Journal on Recent and Innovation Trends in Computing and Communication, Vol. 11, Issue 7 (2023), pp. 153–165. Scopus Indexed

Rajesh, B., Nagesh, P., Gowtham, K., Vivek, G., Srinivasu, N. “A new scheme to safeguard data for cloud integrated internet things”, International Journal of Innovative Technology and Exploring Engineering, Vol. 8, Issue 4 (2019), pp. 174–178. Scopus Indexed

Bingu, R., et al. “Chaotic Bidirectional GAN Based Intrusion Detection System in Cloud Computing”, Transactions on Emerging Telecommunications Technologies, SCIE Indexed Journal, Decision Pending, Unpaid, Manuscript ID: ETT-24-0861.R1

Bingu, R., et al. “Multi-Dimensional DDoS Attack Detection in IoT-Based Environment using Effective Deep Learning Approach”, Peer-to-Peer Networking and Applications, SCIE Indexed Journal, Under Editor Evaluation, Unpaid

Bingu, R., et al. “An Automated Biometric Verification System Using A2S Based Finger Vein Recognition”, International Journal of Information Technology & Decision Making, SCIE Indexed Journal, Under Review (Revision), Unpaid, Manuscript ID: IJITDM-D-24-00472R1

Bingu, R., et al. “Multilevel Convolutional Depthwise Squeezed Attentional Transformer: Effective Feature Extraction Based Deep Learning Methodology for Lung and Colon Cancer Classification”, Biomedical Signal Processing and Control, SCIE Indexed Journal, Major Revision, Unpaid, Manuscript ID: BSPC-D-24 04674

Bingu, R., et al. “Enhanced Finger Vein Recognition System with Sowed Graph Matching Model Using Transfer Learning”, Biomedical Signal Processing and Control, SCIE Indexed Journal, Under Review (Revision), Unpaid, Manuscript ID: BSPC-D-24-08695R1

Bingu, R., et al. “Intrusion Detection System in IIoT using Scottish Red Deer Optimization Assisted Deep Learning Approach”, Cluster Computing, SCIE Indexed Journal, Under Peer Review, Unpaid

Bingu, R., et al. “Efficient Finger Vein Recognition Technique using Twin Directional Transformer and Deep Learning Approach”, The Journal of Supercomputing, SCIE Indexed Journal, Review Completed (Decision Awaited), Unpaid

Bingu, R., et al. “A Patient-Centric Multi-home Collaboration System for Radar-Based Internet of Medical Things using Federated Learning”, Knowledge and Information Systems, SCIE Indexed Journal, Under Review, Unpaid

Kaswan, K.S., Dhatterwal, J.S., Malik, K.S., Bingu, R.S. “Cloud computing in EHR: Trends and security concerns”, in Computational Convergence and Interoperability in Electronic Health Records EHR, (2024), pp. 195–220. Scopus Indexed

Bingu, R., Jothilakshmi, S., Srinivasu, N. “A Comprehensive Review on Security and Privacy Preservation in Cloud Environment”, Lecture Notes on Data Engineering and Communications Technologies, Vol. 93 (2022), pp. 719–738. ESCI & Scopus Indexed

Bingu, R., Reddy, G.H.V., Pavan, U.J.N., Sri, S.S.S., Kumar, N.V.P. “An Efficient Cluster-Based Deep Learning Model for Multi-Attack Classification in IDS Across Diverse Datasets”, in Smart Factories for Industry 5.0 Transformation, pp. 105–121. Scopus Indexed

Dr. Rajesh Bingu

Interests

Research Areas

Student Supervision

Key Publications