MANOJ BAPURAO SHINDE

@mituniversity.ac.in

Assistant Professor
MIT Art, Design, Technology University, Pune

MANOJ BAPURAO SHINDE


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https://researchid.co/manojshinde

EDUCATION

Ph.D Pursuing(Computer Science and Engineering)

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence
1

Scopus Publications

29

Scholar Citations

2

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • A Deep Q-Learning Approach to Intrusion Detection and Prevention Systems: Enhancing Cybersecurity through Intelligent Adaptation
    Pankaj Chandre, Manoj Bapurao Shinde, Shruti Vilas Tilwant, Arun Bhau Ghandat, Bhagyashree D Shendkar, Prashant Dhotre
    2024 IEEE 4th International Conference on ICT in Business Industry and Government Ictbig 2024, 2024
    A Deep Q-Learning approach to Intrusion Detection and Prevention Systems (IDPS) offers a cutting-edge solution for enhancing cybersecurity by leveraging intelligent machine learning models. This method dynamically adapts to evolving threats, learning optimal defense strategies through a reward-punishment system. The presented architecture integrates sensor-based traffic monitoring, feature extraction, and real-time decision-making to strengthen network resilience. The system leverages sensor nodes to monitor traffic and uses traffic analyzers to extract critical features from network data. A Deep Q-Learning model is employed to analyze these features, dynamically adjusting security policies by learning through reward and punishment mechanisms. The system interacts with network infrastructure, such as firewalls, routers, and switches, to mitigate threats in real time. Threat intelligence is continuously updated in a dedicated database, while an action executor enforces security measures and policies. This intelligent adaptation ensures proactive threat prevention and network resilience.

RECENT SCHOLAR PUBLICATIONS

  • Automating the Detection of Profanity and Abusive Language in Audio Conversations Using Speech-to-Text and AI-Based Classification Models
    VH Prof. Manoj Shinde, Reejit Adhikary, Vansh Chaudhari
    International Journal of Advanced Research in Science, Communication and … , 2026
    2026
  • A Comprehensive Review on AI-Driven Outcomes-Based Education and Curriculum Design
    GRP Manoj Bapurao Shinde
    1st Engineering Data Analytics and Management Conference (EAMCON 2025), 529-536 , 2025
    2025
    Citations: 1
  • Intelligent Agricultural Greenhouse Control Device
    MB Shinde
    IN Patent 475888-001 , 2025
    2025
  • INTELLIGENT AGRICULTURAL GREENHOUSE CONTROL DEVICE
    DTURRCSNDRABDAKKDAABPRPMABGBSS Manoj Bapurao Shinde, MIT ART
    IN Patent 475888-001 , 2025
    2025
  • Sentiment Analysis For Product Review
    VG Prof.Manoj Shinde,Sagar Mahajan,Yash Kadam,Rohit Jaiswal
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (5 May 2025 … , 2025
    2025
  • Voice Enabled Chatbot “Activated Chatbot for Smart Assistance”
    MS Prakhar Tripathi, Mayank Soni, Bhushan Jadhav, Shubham Biswas
    International Journal of Advanced Research in Science, Communication and … , 2025
    2025
  • MeetRoute: Revolutionizing Wayfinding Using QR Technology
    MS Harsh Shelke, Onkar Gaikwad, Mayank Mulay, Aditya Gadhave
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (4 April 2025 … , 2025
    2025
  • Smart Transportation App
    GS Prof. Manoj Shinde, Sahil Dubas, Srushti Kadam, Saksham Kumar
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (4 April 2025 … , 2025
    2025
  • A deep Q-learning approach to intrusion detection and prevention systems: enhancing cybersecurity through intelligent adaptation
    P Chandre, MB Shinde, SV Tilwant, AB Ghandat, BD Shendkar, P Dhotre
    2024 IEEE 4th International Conference on ICT in Business Industry … , 2024
    2024
    Citations: 10
  • NETWORK SANDBOXES INTRUSION DETECTION AND PREVENTION DEVICES
    PNNT Sumit Arun Hirve, Prof. Bhausaheb Suresh Salve, Prof. Arun Bhau Ghandat ...
    IN Patent 437879-001 , 2024
    2024
  • BRAIN TUMOR DETECTION USING IMAGE PROCESSING AND DATA MINING TECHNIQUE
    MB Shinde, RS Suryavanshi, JM Surwase, SK Sayyad
    International Research Journal of Modernization in Engineering Technology … , 2023
    2023
  • AI BASED ENTREPRENEUR SHIP MANAGEMENT SYSTEM
    G Birajdar, S Lad, S Ukrande, MMB Shinde
    International Research Journal of Modernization in Engineering Technology … , 2023
    2023
  • SMART SECURITY SYSTEM BASED ON MOTION DETECTION.
    KV Barakade, SS Yadav, PM Vairat, M Shinde
    SMART SECURITY SYSTEM BASED ON MOTION DETECTION. 6 (12), 3 , 2022
    2022
    Citations: 1
  • XPERT DOC FOR MEDICAL EMERGENCIES
    SS Shaikh, AA Shinde, SI Poonawala, MB Shinde
    International Research Journal of Modernization in Engineering Technology … , 2022
    2022
  • Research on Smart Health Prediction System using Data Mining Technique
    PKMV Mr. Shinde Manoj Bapurao1
    International Research Journal of Engineering and Technology (IRJET) 6 … , 2019
    2019
  • Smart Life Clinic Using Data Mining Techniques.
    PKMV Mr. .Shinde Manoj
    Resincap Journal of Science and Engineering Volume 3, Issue 4 April 2019 … , 2019
    2019
  • Alcohol detection and accident avoidance using locking with tracking
    RB Mandalkar, RN Pandore, MB Shinde, VD Godse
    International Journal of Advanced Research in Computer Science and … , 2015
    2015
    Citations: 17

MOST CITED SCHOLAR PUBLICATIONS

  • Alcohol detection and accident avoidance using locking with tracking
    RB Mandalkar, RN Pandore, MB Shinde, VD Godse
    International Journal of Advanced Research in Computer Science and … , 2015
    2015
    Citations: 17
  • A deep Q-learning approach to intrusion detection and prevention systems: enhancing cybersecurity through intelligent adaptation
    P Chandre, MB Shinde, SV Tilwant, AB Ghandat, BD Shendkar, P Dhotre
    2024 IEEE 4th International Conference on ICT in Business Industry … , 2024
    2024
    Citations: 10
  • A Comprehensive Review on AI-Driven Outcomes-Based Education and Curriculum Design
    GRP Manoj Bapurao Shinde
    1st Engineering Data Analytics and Management Conference (EAMCON 2025), 529-536 , 2025
    2025
    Citations: 1
  • SMART SECURITY SYSTEM BASED ON MOTION DETECTION.
    KV Barakade, SS Yadav, PM Vairat, M Shinde
    SMART SECURITY SYSTEM BASED ON MOTION DETECTION. 6 (12), 3 , 2022
    2022
    Citations: 1
  • Automating the Detection of Profanity and Abusive Language in Audio Conversations Using Speech-to-Text and AI-Based Classification Models
    VH Prof. Manoj Shinde, Reejit Adhikary, Vansh Chaudhari
    International Journal of Advanced Research in Science, Communication and … , 2026
    2026
  • Intelligent Agricultural Greenhouse Control Device
    MB Shinde
    IN Patent 475888-001 , 2025
    2025
  • INTELLIGENT AGRICULTURAL GREENHOUSE CONTROL DEVICE
    DTURRCSNDRABDAKKDAABPRPMABGBSS Manoj Bapurao Shinde, MIT ART
    IN Patent 475888-001 , 2025
    2025
  • Sentiment Analysis For Product Review
    VG Prof.Manoj Shinde,Sagar Mahajan,Yash Kadam,Rohit Jaiswal
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (5 May 2025 … , 2025
    2025
  • Voice Enabled Chatbot “Activated Chatbot for Smart Assistance”
    MS Prakhar Tripathi, Mayank Soni, Bhushan Jadhav, Shubham Biswas
    International Journal of Advanced Research in Science, Communication and … , 2025
    2025
  • MeetRoute: Revolutionizing Wayfinding Using QR Technology
    MS Harsh Shelke, Onkar Gaikwad, Mayank Mulay, Aditya Gadhave
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (4 April 2025 … , 2025
    2025
  • Smart Transportation App
    GS Prof. Manoj Shinde, Sahil Dubas, Srushti Kadam, Saksham Kumar
    INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 13 (4 April 2025 … , 2025
    2025
  • NETWORK SANDBOXES INTRUSION DETECTION AND PREVENTION DEVICES
    PNNT Sumit Arun Hirve, Prof. Bhausaheb Suresh Salve, Prof. Arun Bhau Ghandat ...
    IN Patent 437879-001 , 2024
    2024
  • BRAIN TUMOR DETECTION USING IMAGE PROCESSING AND DATA MINING TECHNIQUE
    MB Shinde, RS Suryavanshi, JM Surwase, SK Sayyad
    International Research Journal of Modernization in Engineering Technology … , 2023
    2023
  • AI BASED ENTREPRENEUR SHIP MANAGEMENT SYSTEM
    G Birajdar, S Lad, S Ukrande, MMB Shinde
    International Research Journal of Modernization in Engineering Technology … , 2023
    2023
  • XPERT DOC FOR MEDICAL EMERGENCIES
    SS Shaikh, AA Shinde, SI Poonawala, MB Shinde
    International Research Journal of Modernization in Engineering Technology … , 2022
    2022
  • Research on Smart Health Prediction System using Data Mining Technique
    PKMV Mr. Shinde Manoj Bapurao1
    International Research Journal of Engineering and Technology (IRJET) 6 … , 2019
    2019
  • Smart Life Clinic Using Data Mining Techniques.
    PKMV Mr. .Shinde Manoj
    Resincap Journal of Science and Engineering Volume 3, Issue 4 April 2019 … , 2019
    2019