Indian Institute of Information Technology

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

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).

Patents

Teaching

Contact Information