Dr. Lachure Jaykumar Suraj
Assistant Professor Grade III
Ph.D. (Information Technology)
National Institute of Technology Raipur
Academic Qualifications
Ph.D. in Information Technology
National Institute of Technology Raipur
Title: Design of Secure AI-based Techniques for Water Distribution, Weed and Plant Leaf Health Detection Towards Better Farming
Title: Design of Secure AI-based Techniques for Water Distribution, Weed and Plant Leaf Health Detection Towards Better Farming
Work Experience
- Post-Doctoral Fellow (Chanakya Fellowship), IIT Tirupati
- Assistant Professor, KL University
- Research Scholar (Ph.D.), NIT Raipur
Research Areas of Interest
Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Smart Agriculture, Cyber-Physical Systems Security, Data Analytics.
Awards / Honours
- Best Paper Award (Research Conclave 2024 NIT Raipur, ICPC2T 2025 conference, MIND 2025 conference); Chanakya Post-Doctoral Fellowship, IIT Tirupati.
Publications/Projects
Journals
Conferences
Book Chapters
Journal Publications
- 1. Lachure J, Doriya R.
Intelligent sensor data analysis through hybrid deep hierarchical clustering for anomaly detection.
Transactions of the Institute of Measurement and Control. 2026;48(6):1205–1220. - 2. Dasari AR, Shambharkar S, Lachure J, Damera VK, Lachure S.
SkinToneNet: A robust optimised cascaded multi-scale residual attention network for psoriasis and vitiligo detection.
Hacettepe Journal of Mathematics and Statistics. 2026. - 3. Lachure J, Jatoth C, Rao KS.
FedMMIoT: A federated learning framework for detecting autism spectrum disorders using multimodal IoT.
IEEE Transactions on Consumer Electronics. 2026. - 4. Lachure J, Doriya R.
Securing water distribution systems with hybrid lightweight attribute-based security scheme.
Multimedia Tools and Applications. 2025;84(29):35871–35899. - 5. Dasari AR, Shambharkar S, Lachure J, Damera VK, Lachure S.
Hybrid SqueezeNet-LSTM framework for automated skin disease detection.
Hacettepe Journal of Mathematics and Statistics. 2025. - 6. Lachure J, Doriya R.
ESML: A hyperparameter-tuned stacking ML approach for anomaly detection in water distribution systems.
SN Computer Science. 2025;6(5):505. - 7. Lachure J, Doriya R.
Advancements in smart agriculture through wavelet-based CNN for weed management.
Journal of High Speed Networks. 2024;30(4):619–638. - 8. Lachure J, Doriya R.
Securing water distribution systems using sensor networks and chicken swarm optimization.
IEEE Sensors Journal. 2024;24(23):39894–39913 - 9. Lachure J, Doriya R.
Designing lightweight deep learning framework for plant disease detection.
SN Computer Science. 2024;5(6):761. - 10. Joshi A, Lachure J, Doriya R.
Drone security for precision agriculture using one-dimensional CNN.
Journal of Uncertain Systems. 2023;16(04):2350007.
Conference Publications
- 1. Yadav A, Lachure S, Lachure JK, Chavan P.
Transformer-based rainfall-runoff modeling with Adam and RAdam optimization techniques.
IEEE International Conference on Computational Intelligence in Communications. 2025. - 2. Sree AN, Lachure J, Doriya R, Jatoth CS.
Enhanced quantum key distribution protocol for smart grid communication using quantum gates.
IEEE International Conference on Power, Control and Computing. 2025. - 3. Rajak P, Lachure J, Doriya R.
CNN-LSTM-based IDS on precision farming for IIoT data.
IEEE International Conference on Cybernetics, Cognition and Machine Intelligence. 2022. - 4. Kumar R, Lachure J, Doriya R.
Hybrid consensus approach for blockchain-based vehicular communication.
IEEE International Conference on Power, Control and Computing. 2022. - 5. Nayak O, Lachure J, Doriya R.
Fog-enabled cyber-physical attack detection using ensemble machine learning.
International Conference on Sustainable Technology. 2022. - 6. Dhabal G, Lachure J, Doriya R.
Crop recommendation system with cloud computing.
IEEE International Conference on Inventive Research in Computing Applications. 2021. - 7. Pagrut UP, Sindekar AS, Lachure SS, Lachure JS.
Performance of 125 watt PV module using MATLAB-Simulink.
IEEE International Conference on Electrical and Electronics Engineering. 2017. - 8. Lachure J, Deorankar AV, Lachure S.
Diabetic retinopathy detection using morphological operations.
IEEE International Advance Computing Conference. 2015.
Book Chapters
- 1. Lachure JS, Verma G, Doriya R.
Deep Learning: History and Evolution.
In:Deep Learning: Theory, Architectures and Applications in Speech, Image and Vision. 2023. - 2. Lachure J, Doriya R.
Fog robotics:A new perspective for cloud-based robots.
In: Cloud Security Book Chapter. 2021. - 3. Lachure J, Doriya R.
Fog computing-based seed sowing robots for agriculture.
In: Data Science: Theory, Algorithms and Applications. 2021. - 4. Kumar R, Lachure J, Doriya R.
Hybrid ECC for security and privacy in cyber-physical systems.
Book Chapter, 2021.
Edited Book: Sustainable Agriculture Production Using Blockchain Technology, Wiley, 2026 (Co-editor).



