Dr. Suchetha G

Areas of Interest

• Artificial Intelligence & Machine Learning
• Cyber Security
• Internet of Things (IoT)
• Blockchain Technology

Ph.D. SUPERVISION

Current Research

• Developing DL-based non-invasive anemia classification using salivary biomarkers.
• Developing a hybrid CNN–MLP and IoT system for early Yellow Leaf Disease detection in Arecanut.

Journals

Conferences

• Masooda, Suchetha, G., & Harinakshi, C. (2023, October). A Novel Face Liveness Detection System for the Identification of Real and Fake Images Using Deep Learning Model. In International Conference on Robotics, Control, Automation and Artificial Intelligence (pp. 379-389). Singapore: Springer Nature Singapore.
• Suchetha, G., Nayak, A. S., Nagar, P. S., & Shetty, P. (2023, October). Traffic Sign Recognition using Image Processing and Text-to-Speech. In 2023 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) (pp. 275-280). IEEE.
• Suchetha, G., Pushpalatha, K., Sooraj, S. M., Naik, V. S., & Saniha, T. U. (2024, May). Enhancing Machine Learning Model Accuracy through Novel SDNIoT Dataset Generation. In 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS) (pp. 01-06). IEEE.
• Suchetha, G., & Pushpalatha, K. (2024, October). Optimizing Botnet Detection in IoT Networks: Feature Selection Analysis on the UNSW-NB15 Dataset. In 2024 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) (pp. 120-125). IEEE.
• Shetty, C., Malathi, S. Y., Sarojadevi, H., Kumar, H. R., Suchetha, G., & Debnath, S. K. (2024, October). NAARI-A Portable Sanitary Napkin Vending Machine. In 2024 2nd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) (pp. 642-647). IEEE.
• Suchetha, G., Patwardhan, S., & Pandith, D. (2024, December). Blockchain Enabled E-Commerce Supply Chain Management. In 2024 9th International Conference on Communication and Electronics Systems (ICCES) (pp. 938-945). IEEE.
• Suchetha, G., Bhaskar, N., Chirag, A., Pereira, A. S., Kishore, D., & Joshi, V. (2024, June). An Automated Approach for the Detection of Synthetic and Deepfake Media Using Deep Learning. In International Conference on Emerging Trends in Microelectronics, Communication and Intelligent Systems (pp. 543-554). Singapore: Springer Nature Singapore.
• Suchetha, G., Harinakshi, C., KB, A. S., & Abhilash, S. N. (2025, April). Fault Detection and Classification in Solar Panels Using CNN and VGG16. In 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0 (pp. 1-6). IEEE.
• G. Suchetha, S. Sumukh, T. Radhakrishna, M. Shrijith and P. G. Deshbhandari, "Non-Invasive Childhood Malnutrition Detection Using Salivary Biomarkers and Machine Learning on a Synthetic Dataset," 2025 Second International Conference on Computing, Semiconductor, Mechatronics, Intelligent Systems and Communications (COSMIC), Mangalore, Karnataka, India, 2025, pp. 307-312, doi: 10.1109/COSMIC67569.2025.11380947.
• G. Suchetha et al., "Multi-Method Feature Selection and MCC-Driven Ensemble Learning for Botnet Detection," 2025 2nd International Conference on Intelligent Systems for Cybersecurity (ISCS), Gurugram, India, 2025, pp. 1-6, doi: 10.1109/ISCS69371.2025.11386273.
• Harinakshi C, Suchetha G, Shwetha S Shetty, Ananya R Shetty, Sparsh Rai, Dhananjaya B, Intelligent Pattern Analysis and Criminal Profiling," 2026 International Conference on Artificial Intelligence and Data Engineering (AIDE)", Pages 40-45, DOI: 10.1109/AIDE69088.2026.11544661
• C Harinakshi, G Suchetha, Sinchana Sheshagiri Naik, Shifa Kouser, Hanshitha Harimithran, P Roshan, Anomaly-Based Electricity Theft Detection and Reporting System,"2026 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS)",Pages 1-6, DOI: 10.1109/SCEECS68810.2026.11430127

Book / Book Chapter

Attended

• FDP on Artificial Intelligence and Machine Learning – Global Academy of Technology in association with IIIT Allahabad
• AICTE ATAL FDP on Cyber Security
• AICTE ATAL FDP on Cyber-Physical Systems
• Short Term Training Programme on Artificial Intelligence – NITTTR Kolkata
• FDP on Universal Human Values in Technical Education – AICTE
• Workshop on Outcomes-Based Education and Bloom’s Taxonomy
• Attended workshop on “ROAD TO NBA ACCREDITATION” held at Sahyadri College of Engineering & Management, Mangaluru from 5th to 14th July 2017.
• Attended two day workshop on “System Design in the Era of Internet of Things” by Prof. Joseph Sifakis - Turing Awardee in Computer Science held at Sahyadri College of Engineering & Management, Mangaluru on 11th & 12th January 2018.
• Attended two day faculty development program on “Outcome Based Education and Assessment” at Sahyadri College of Engineering & Management, Mangaluru on 10th and 11th February 2024.
• Attended and Completed 32 hours of training from 17th January to 19th January 2025 on Value Added Professional Experiential Education & Life Skills Development Outbound Training Course Module “Tame-A-Tension” Level 1 Personal Development Program on behalf of sponsoring authority Sahyadri College of Engineering & Management, Mangaluru.
• Successfully completed the 1 - week faculty development program on “Java Programming” organized by Incture at Sahyadri College of Engineering & Management, Mangaluru during 7th to 12th July 2025.
• Attended one day workshop on “Research Tools” organized by department of Mehanical and Robotics Engineering, Sahyadri College of Engineering & Management, Mangaluru on 3rd June 2025.
• Participated in three days "Orientation Course in Value Education" organized by Ramakrishna Institute of Moral and Spiritual Education, Mysuru from 29th - 31st March 2018.

Organised

• Organized an environmental sustainability activity titled “Seed the Future: From Hands to Land – A Green Engineering Seed Ball Initiative” at Sahyadri College of Engineering & Management, Mangaluru, on 22 April 2026.
• Organized a technical talk on “AI & Innovation Sprints: Rapid Prototyping for Digital Transformation” on 28 February 2026 at Sahyadri College of Engineering & Management, featuring Mr. Ganesh Acharya, Technical Architect at Cherrywork Products, as the resource person.
• Organized a workshop on “Raising Capital & Managing Finance for Start-ups” on 25 March 2025, featuring Mr. Shobith Mallya, Founding Product Manager at MetricMint.ai and Co-Founder of ClearFeed & Googler for Startups, as the resource person
• Organized a workshop on “Building Intelligence: Hands-On Deep Learning with Real-Time Data” on 26 April 2025, featuring Dr. Dinesh Naik, Assistant Professor at NITK, Surathkal, as the resource person.
• Organized a workshop on “Featuring AI/ML Techniques in Face Detection and Matching” on 28th and 29th June 2024, featuring Mr. Kalpesh Modi, Freelancer at Upwork, as the resource person.
• Organized a workshop on “Innovate to Elevate: Entrepreneurial Skills, Attitude & Behavior” on 25 January 2024, featuring Prof. Monisha Shetty, Assistant Professor, Department of Business Administration, SCEM, and Prof. Varun C. S., Assistant Professor, Department of Business Administration, SCEM, as the resource persons.
• Organized “Network Nirvana – Demo Day,” an innovative idea exhibition, on 22 November 2025 at the ISE Lab, in association with mInDS, IIC, ISTE, IEI, and IEEE–SCEM Student Branch, to showcase student-driven projects based on Data Communication and Networking concepts and encourage creativity and technical excellence.
• Organized a session on “Business Model Canvas (BMC) & Business Model Fit” on 25 May 2026, featuring Ms. Monisha Shetty, Assistant Professor, MBA, SCEM, as the resource person.
• Organized a workshop on “Developing Academic Projects using Deep Learning Tools and Technologies” for the final-year ISE students on 22 December 2022, featuring Dr. Prahaas Amin as the resource person.