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Prof. Shivadarshan S L

Assistant Professor Gr-II

Department of Computer Science and Engineering

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Information

Room No: Cluster 1 - Cabin No. CS 135 +91-870-2462708 shivadarshan@nitw.ac.in Bio Sketch

    Key Notes

    • Journal(s): 8
    • Conference(s): 17
    • Book Chapter(s): 3
    • Text Book(s): 1
    • PhD: Current - 4
    • Event(s) Organized:  FDP - 2

    29

    PUBLICATIONS

    4

    DOCTORAL STUDENTS

    2

    PROJECTS

    Research Areas

    Network Security, Information Security, Malware Analysis
    EDUCATION QUALIFICATION
    Degree Institute Year
    Doctor of Philosophy National Institute of Technology Karnataka, Surathkal 2019
    Master of Technology Jawaharlal Nehru National College of Engineering Shimoga 2013
    Bachelor of Engineering Kalpataru Institute of Technology Tiptur 2011
    COURSES HANDLED
    Course L-T-P Credit Degree Level
    Computer and Communication Networks(CSM05) 3-0-0 3 UG
    Mobile Computing(CS351) 3-0-0 3 UG
    Design Thinking(CD1102) 0-1-4 3 UG
    Programming and Data Structures(CS1101) 3-0-0 3 UG
    Problem Solving and Computer Programming(CS101) 3-0-0 3 UG
    Internet of Things(CS451) 2-0-0 2 UG
    RESEARCH IDs
    ORCID
    ORC ID
    Scopus
    SCOPUS ID
    Google Scholar
    Google Scholar ID
    PUBLICATIONS
    Journal(s)
    Design of Chest Visual Based Image Reclamation Method Using Dual Tree Complex Wavelet Transform and Edge Preservation Smoothing Algorithm, By Pradeep Kumar B. P. · Shiva Darshan S. L. · Naresh E. · Srinidhi N. N. · Shreyas J., Springer, SN Computer Science, vol.5, pp.352, 2024
    Design of Cost Efficient VBIR Technique Using ICA and IVCA, By Pradeep Kumar B. P. · Srinidhi N. N. · Shiva Darshan S. L. · Naresh E., Springer, SN Computer Science, vol.5, pp.360, 2024
    A Novel Framework for Detection of Harmful Snakes Using YOLO Algorithm, By Naresh E · Shiva Darshan S. L. · Srinidhi N. N. · Niranjanmurthy M · Dayananda P, Springer, SN Computer Science, vol.5, pp.1-10, 2023
    A Novel Approach for Specification Testing on Heart Disease Detection Using Feed-Forward Neural Network, By Naresh E · Shiva Darshan S. L. · Srinidhi N. N. · Niranjanmurthy M · Dayananda P, Springer, SN Computer Science, vol.4, pp.1-8, 2023
    ICT Enabled Disease Diagnosis, Treatment and Management—A Holistic Cost-Effective Approach Through Data Management and Analysis in UAE and India, By Manoj Kumar MV · Jagadish Patil · K Aditya Shastry · Shiva Darshan S.L. · Nanda Kumar Bidare Sastry · Immanuel Azaad Moonesar · Shadi Atalla · Nasser Almuraqab · Ananth Rao, Frontiers, Frontiers in Artificial Intelligence, vol.5, pp.1-15, 2022
    An Empirical Study to Estimate the Stability of Random Forest Classifier on the Hybrid Features Recommended by Filter Based Feature Selection Technique, By Shiva Darshan S. L. · Jaidhar C. D., Springer, International Journal of Machine Learning and Cybernetics, vol.11, pp.339-358, 2020
    Windows Malware Detection System Based on LSVC Recommended Hybrid Features, By Shiva Darshan S. L. · Jaidhar C. D., Springer, Journal of Computer Virology and Hacking Techniques, vol.15, pp.127-146, 2019
    Windows Malware Detector Using Convolutional Neural Network Based on Visualization Images, By Shiva Darshan S. L. · Jaidhar C. D., IEEE, IEEE Transactions on Emerging Topics in Computing, vol.9, pp.1057-1069, 2019
    Conference(s)
    Forecasting Cloud Resource Utilization with Hybrid Self-Normalizing Neural Networks By Shubham Acharekar, Nidhi Sonkar, Shiva Darshan S.L, International Conference on Computing and Communication Networks (ICCCNet-2025), 2025
    Enhancing Multihop Routing in DTNs via Fuzzy Logic-Driven Relay Selection Mechanisms By Nidhi Sonkar, Shiva Darshan SL, Shubham Acharekar, 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025
    Comprehensive Android Malware Detection: Leveraging Machine Learning and Sandboxing Techniques Through Static and Dynamic Analysis By Prashant Bhooshan · Shiva Darshan S. L. · Nidhi Sonkar, 21st International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 2024
    Towards Comprehensive Home Automation: Leveraging the IoT, Node-RED, and Wireless Sensor Networks for Enhanced Control and Connectivity By Likewin Thomas · Manoj Kumar M.V · Shiva Darshan S.L · Prashanth B.S, International Conference on Recent Advances in Science and Engineering (RAiSE), 2023
    Multilingual Approach to Decode Shree Rama Prashanavali Using Character Recognition and String Matching By Parth Bhatnagar · Manu A.R. · Naresh E · Shiva Darshan S.L · Gururaj H.L, International Conference on Data Science and Applications (ICDSA), 2023
    3D Holography in the Air Using Artificial Intelligence and Unity without 3D Glasses By Jaiswal Anand · Anchal Pandey · Srinivas K.R · Avinash V · Shiva Darshan S.L · Manoj Kumar M.V · Prashanth B.S · Janardhana D.R · Dileep Reddy Bolla · Vijaya Shetty., 2nd Mysore Sub Section International Conference (MysuruCon), 2022
    Evaluating the Performance of Machine Learning Algorithms for Sentiment Prediction on Social Media Natural Language Text Data By Moulshree G. · Manoj Kumar M.V · Prashanth B.S · Ajay Kumara M.A · Shiva Darshan S.L · and Sneha H.R · Wagle Prashanth P., 3rd International Conference on Advances in Distributed Computing and Machine Learning (ICADCML), 2022
    Image/Video Summarization in Text/Speech for Visually Impaired People By Chaitra C · Vethanayagi R · Manoj Kumar M.V · Prashanth B.S · Sneha H.R · Likewin Thomas · Shiva Darshan S.L, 2nd Mysore Sub Section International Conference (MysuruCon, 2022
    Algorithmic Trading and Quantitative Analysis of Stocks using Data Science: A Study By Vishwambhari Kush · Abhishek Saini · Muhammad Kaif · Sanket Pandey · Prashanth B.S · Manoj Kumar M.V · Shiva Darshan S.L, 2nd Mysore Sub Section International Conference (MysuruCon), 2022
    Machine learning based platform and recommendation system for food ordering services within premises By Aditya G.M · Aditya Hoode · Anvesh Rai K · Gangadhar Biradar · Ajay Kumara M.A · Manoj Kumar M.V · Prashanth B.S · Sneha H.R · Shiva Darshan S.L, 2nd global conference for advancement in technology (GCAT), 2021
    GoGet - A Digical Shop Recommendation System to empower Retailers using Machine Learning By Akashraj Raga · Achyuth Nag · Rahul Reddy B · Dhanush D Shetty · Prashanth B S · Manoj Kumar M V · Shiva Darshan S.L, International Conference on Forensics, Analytics, Big Data, Security (FABS), 2021
    An Emoji-Based Movie Recommendation System Using Sentimental Analysis and Machine Learning Techniques By Karthik G · Kishore Kumar A R · Dharma Teja K V · Nagaraju P · Mohan B A · Shiva Darshan S.L, International Conference on Artificial Intelligence: Theory & Applications (AITA), 2021
    Optimal Joint Scheduling and Cloud Offloading for Multi-component Applications By Shiva Darshan S.L. · Mueez A. · Shetty A. S. · Mohan B.A. · Ashok Kumar S. · Fernandes R, 6th International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA), 2020
    Performance Evaluation of Filter-based Feature Selection Techniques in Classifying Portable Executable Files By Shiva Darshan S.L · Jaidhar C.D, 6th International Conference on Smart Computing and Communications (ICSCC), 2018
    Information Gain Score Computation for N-Grams using Multiprocessing Model By Shiva Darshan S.L · Ajay Kumara M.A · and Jaidhar C.D, Asia Security and Privacy Conference (ISEASP), 2017
    Empirical Study on Features Recommended by LSVC in Classifying Unknown Windows Malware By Shiva Darshan S.L · Jaidhar C.D, 7th International Conference on Soft Computing for Problem Solving (SocPros), 2017
    Windows Malware Detection based on Cuckoo Sandbox Generated Report using Machine Learning Algorithm By Shiva Darshan S.L · Ajay Kumara M.A · and Jaidhar C.D, 11th International Conference on Industrial and Information Systems (ICIIS) Rank 'C', 2016
    Text Book(s)
    Malware Analysis and Intrusion Detection in Cyber-Physical Systems By Shiva Darshan S.L · Manoj Kumar M.V · Prashanth B.S · Vishnu Yarlagadda (Published by: Hershey, PA: IGI Global), Edited Volume, 2023
    Book Chapter(s)
    Foundation of Malware Analysis and Detection By Manoj Kumar M.V · Shiva Darshan S.L · Prashanth B.S · Vishnu Yarlagadda in Malware Analysis and Intrusion Detection in Cyber-Physical Systems, IGI Global, Edited Volume, 2023
    Introduction to the Cyber-Security Landscape By Manoj Kumar M.V · Shiva Darshan S.L · Prashanth B.S · Vishnu Yarlagadda in Malware Analysis and Intrusion Detection in Cyber-Physical Systems, IGI Global, Edited Volume, 2023
    Unraveling the Blockchain: A study on Blockchain and its Potential Applications By Sandesh R · Manoj Kumar M.V · Prashanth B.S · Shiva Darshan S.L. · AjayKumara M.A. · Hardik Gohel in Blockchain Technology and its Potential Applications, Advances in Industry 4.0 and Machine Learning, CRC Press - Taylor & Francis, Edited Volume, 2022
    PROJECT / CONSULTANCY
    Advancing Non-Windows Malware Detection: A Holistic Approach Integrating AI-Based Detectors and Kernel-Based Sandbox Monitoring
    Role: Principal Investigator
    Type: Research
    Sponsor: NITW-SRIC-CoE
    Project Cost (INR): 460000
    Date of Commencement: 12-06-2024  
    Duration: 24 Months
    Status: Ongoing
    AICTE - IDEA Lab
    Role: Co-Principal Investigator
    Type: Research
    Sponsor: All India Council for Technical Education (AICTE)
    Project Cost (INR): 1500000
    Date of Commencement: 02-09-2022   Date of Completion: 02-09-2024
    Duration: 24 Months
    Status: Completed
    RESEARCH FELLOWS / PhD STUDENTS
    Current PhD Students
    Banavandlapelly Vineeth Kumar
    Area of Research: Network Security, Information Security, Malware Analysis, AI and ML
    B Sreekanth
    Area of Research: IoT Security
    P Tara Kumari
    Area of Research: Network Security
    Sreenivas Reddy M
    Area of Research: Network Security
    CONFERENCE / WORKSHOP / SYMPOSIUM / SHORT TERM COURSE / FACULTY DEVELOPMENT PROGRAMME
    Harnessing Python for Data Science: Mastering Libraries and Frameworks for Advanced Analysis
    13-May-2024 → 23-May-2024
    Event Type: Faculty Development Programme
    Role: Coordinator
    Funding Agency: E & ICT Academy, NIT Warangal, Sponsored by Ministry of Electronics and Information Technology (MeitY) GOI
    Harnessing Generative AI for Intelligent Systems in Today's Computing World
    04-Nov-2024 → 14-Nov-2024
    Event Type: Faculty Development Programme
    Role: Coordinator
    Funding Agency: E & ICT Academy, NIT Warangal, Sponsored by Ministry of Electronics and Information Technology (MeitY) GOI
    AWARDS AND ACCOLADES
    2015
    MHRD Fellowship for Full Time Ph.D
    2013
    3rd Rank in M.Tech with Bronze Medal
    ADDITIONAL RESPONSIBILITIES
    •  Committee Member for Unnat Bharat Abhiyan Initiative, NIT Warangal (Continuing from October, 2025)
    •  Member, Departmental Academic Committee (UG), Dept. of CSE, NIT Warangal (Continuing from August, 2025)
    •  Committee Member for Institute Annual Reports 2024-2025 (Continuing from August, 2025)
    •  Faculty Advisor, Software Development Club, SAC-Technical, NIT Warangal (Continuing from July, 2025)
    •  Warden of Mess IFC-C, Hostel Office, NIT Warangal (Continuing from July, 2025)
    •  Committee Member of Faculty Club, NIT Warangal (Continuing from July, 2024)
    •  Faculty Advisor, I B. Tech. CSE-B, NIT Warangal (Continuing from July, 2024)
    •  Warden of Mess IFC-D, Hostel Office, NIT Warangal (Continuing from July, 2024)
    •  Member, Results Processing Committee, Dept. of CSE, NIT Warangal (Continuing from January, 2024)
     Last updated on February 3, 2026