Review on Quantum AI- Based Parkinson‟s Disease Diagnosis Optimer, International Journal of Science Research in Engineering and Management (IJSREM), Volume 10, Issue 5, May 2026.

Review on Hybrid AI-Based Intrusion Detection System with QuantumInspired Optimization, International Journal of Science Research in Engineering and Management (IJSREM), Volume 10, Issue 5, May 2026

Slidebot: Automated Presentation Generation Using NLP, International Research Journal on Advanced Engineering and Management, e ISSN: 2584-2854 Volume: 03 Issue: 12 December 2025 Page No: 3276-3280, 

MCE GuideBot: AI-Powered College Information System, International Research Journal on Advanced Engineering and Management, e ISSN: 2584-2854 Volume: 03 Issue: 12 December 2025 Page No: 3281 – 3286, and Management https://goldncloudpublications.com 

Review on AI Chatbot for College Event Reminder, , International Journal of Scientific Research and Engineering Development-– Volume X Issue X, Year2025

Review on Automated PPT Generation from Textbook Content, International Journal of Scientific Research and Engineering Development-– Volume X Issue X, Year2025

Multilevel and Multisource Data Fusion Approach for Network Intrusion Detection System using Machine learning techniques”, International Journal of Electrical and Computer Engineering (IJECE), ISSN 2088- 8708, e-ISSN 2722-2578 (Scopus indexed) 

A Fully Automatic Fine-Tuned Deep Learning Model for Knee Osteoarthritis Detection and Progression Analysis, International journal of innovative Research in Computer and Communication Engineering, Volume 13, Issue 5, May 2025, Volume 13, Issue 5, May 2025

Knee Osteoarthritis Detection and Severity Classification using Deep Learning, International journal of innovative Research in Computer and Communication Engineering, Volume 13, Issue 1, January 2025, DOI: 10.15680/IJIRCCE.2025.1301009

Harshitha S,et al,Securing the Data using Steganography Technique in Images,14 th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 1491–1496

Harshitha Somashekar and Pramod Halebidu Basavaraju, Feature level fusion of multi-source data for network intrusion detection”, IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 13, No. 3, September 2024, pp. 2956~2962, ISSN: 2252-8938, DOI: 10.11591/ijai.v13.i3.pp2956-2962. (Scopus indexed- Q3) 

Harshitha,et al,A Survey on Deep Learning methods for Speech Emotion Recognition, 14th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 1491–1496

Harshitha S,et al,Cipher Safe: Your Digital Password Guardian, International Journal of Advanced Research in Computer and Communication Engineering Impact Factor 8.102Peer-reviewed & Refereed journalVol. 13, Issue 4, April 2024 DOI: 10.17148/IJARCCE.2024.13487

Harshitha S,et al, Enhancing Intrusion Detection in IoT Systems ,International journal of innovative Research in Computer and Communication Engineering

Harshitha Somashekar and Ramesh Boraiah, Network intrusion detection and classification using machine learning predictions fusion, Indonesian Journal of Electrical Engineering and Computer Science,Vol. 31, No. 2, August 2023, pp. 1147~1153, ISSN: 2502-4752, DOI: 10.11591/ijeecs.v31.i2.pp1147-1153. (Scopus indexed) 

Online E-Learning Portal System to Enhance Teaching and Learning

Harshitha S,et al,War Field Intelligent Spy Robot,International Journal of Advanced Research in Science,Engineering and Technology,Vol. 10, Issue 6, June 2023

Harshitha S.et al, IOT Based Food Spoilage Detector, International Journal for Research in Applied Science & Engineering Technology (IJRASET) ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538 Volume 11 Issue VII Jul 2023

Harshitha S,et al,Intensity Based Headlight Management System,International Journal for Research in Applied Science & Engineering Technology (IJRASET)
ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538
Volume 11 Issue VII Jul 2023

Harshitha S,et al,Malicious URL Detection Using Logistic Regression, International Journal for Research in Applied Science & Engineering Technology (IJRASET)  ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538 ,Volume 11 Issue VII Jul 2023- Available at www.ijraset.com 

Harshitha S and Ramesh B, Performance Analysis of Decision Tree Classifier in Network Intrusion Detection System, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Volume 10, Issue 6, June 2021, eISSN: 2319-8753, p-ISSN: 2320-6710, 10.15680/IJIRSET.2021.1006384.

Eye Tracking System for Password Authentication using Haar Cascade Classifier

Harshitha S and Ramesh B,Resolving Wireless Sensor Networks Issues using Machine Learning Techniques: A Review, Volume 9, Issue VII, International Journal for Research in Applied Science and Engineering Technology (IJRASET) Page No: 3412- 3420, ISSN : 2321-9653, www.ijraset.com