Journal Publications

 Abinash, S., N. Srivatsan, S. K. Hemachandran, and S. Priyanga*. "HGCNN-LSTM: A Data-driven Approach for Cyberattack Detection in Cyber-Physical Systems." SN Computer Science 6, no.1 (2025): 69. (Scopus)

Priyanga S, K. Krithivasan, S. Pravinraj, Shankar Sriram V S*, “Detection of cyberattacks in Industrial Control Systems using Enhanced Principal Component Analysis and Hypergraph based Convolution Neural Network (EPCA-HG-CNN)”, IEEE Transactions on Industry Applications, 56(4), 4394-4404, 2020, (Quartile 1); SCI-E (4.5);  DoI: 10.1109/TIA.2020.2977872

Priyanga S, Gauthama Raman M R, Sujeet S Jagtap, Ashwin N, Kannan K, Shankar Sriram V S*, “An improved rough set theory based feature selection approach for intrusion detection in SCADA Systems”, Journal of Intelligent and Fuzzy Systems, 36(5), 3993-4003, 2019, (Quartile 2); SCI-E (1.2); DoI: 10.3233/JIFS-169960

Book Chapters

Abinash, S., VS Shankar Sriram, Kannan Krithivasan, and S. Priyanga*. "HATT-MLPNN: A Hybrid Approach for Cyber-Attack Detection in Industrial Control Systems Using MLPNN and Attention Mechanisms." In International Conference on Applications and Techniques in Information Security, pp. 171-182. Singapore: Springer Nature Singapore, 2024 (Scopus & DBLP)

Priyanga S, S. Pravinraj, Repalle Venkata Bhavana, K. Krithivasan, Shankar Sriram V S, “Detection of cyberattacks in Power Grids using supervised Learning and Hypergraphs”, In: Computational Intelligence in Pattern Recognition, Lecture Notes in Networks and Systems, Vol. 725, P.323; 2023 Scopus and DBLP

Priyanga S, Roopak Suresh, Sandeep Romana, Shankar Sriram V S*, “The Good, The Bad, and The Missing: A Comprehensive Study on the Rise of Machine Learning for Binary Code Analysis”, In: Computational Intelligence in Data Mining, Smart Innovation, Systems and Technologies (SIST) Springer Series; Vol.281, pp.397-406, 2022; Scopus and DBLP

Neha N, Priyanga S, Suresh Seshan, R. Senthilnathan, Shankar Sriram V S*, “SCO-RNN: A Behavioral-Based Intrusion Detection Approach for Cyber physical Attacks in SCADA Systems”, Inventive Communication and Computational Technologies, LNNS, pp.853-865, 2019; Scopus and DBLP; DoI: 10.1007/978-981-15-0146-3_88

Chaithanya P.S., Priyanga S, Pravinraj S, Shankar Sriram V S*, “SSO-IF: An Outlier Detection Approach for Intrusion Detection in SCADA Systems”, Inventive Communication and Computational Technologies, LNNS, pp.921-929, 2019; Scopus and DBLP; DoI:10.1007/978-981-15-0146-3_89

International and National Conferences

MasettyAbhishek, Gavine Joyce, Giridharan S, Priyanga S, Aswin N, V.S.Shankar Sriram “BFFO-CNN: An Efficient Anomaly-Based Intrusion Detection System Using Binary Fruit-Fly Optimization And Convolutional Neural Network”, International Journal Of Research And Analytical Reviews, Vol.6(1), pp.138-144, 2019

V.M. Priyadharshini, S. Priyanga “Breast line and nipple localization for adult image identification in online social networks” In proc. International conference on “Technological convergence for Information, Health, Food and Energy security TCIFES’15”, 2015

S. Priyanga, V.M. Priyadharshini, B. Hariharan “Prevention of fake profile proliferation in online social networks” International journal of Innovative Research Science Engineering and Technology (IJIRSET), vol.4, special issue 6, pp. ISSN(Online) : 2319 – 8753, ISSN (Print) : 2347– 6710, pp. 25-32, 2015

S. Priyanga, V. Akshaya, M. Anitha “Comparative performance analysis and efficiency of Intelligent computing over cloud computing” In proc. NCCCT’16, ISBN No:978-93-80622-194, 2016

S. Priyanga, V. Catherine sheril, S.O Akshaya “An efficient method for uncertainty classification of Expert systems using Shannon approach” In proc. NCCCT’16, ISBN No:978-93-80622-194, 2016

Won “BEST PAPER AWARD”for the paper titled, “Breast line and nipple Localization for Adult Image Identification in Online Social Networks” at CSIR-CLRI, Adyar, Tamilnadu, India

Participated in one week FDP, Exploring Large Language Models: Innovations, Applications & Future Prospects” organized by Sharda University during 26th May 2025 to 2nd June 2025

Presented a technical paper in the 4th International Conference on Computing, Analytics, and Networks (ICAN 2024) organised by Chitkara University, Punjab, India

Presented a technical paper in the International Conference on Applications and Techniques in Information Security (ATIS 2024) organised by SASTRA Deemed University India

Organised an International Conference on Secure Computing and Intelligent Technologies (ICSCIT’24) in the Department of Computer Science and Engineering, Srinivasa Ramanujan Centre, SASTRA Deemed University, Thanjavur, Tamilnadu, India

Presented a technical paper in the 1st International Mathematics Conclave (IMC-2023) organized by the Department of Mathematics, SASHE, SASTRA Deemed University,Thanjavur, Tamilnadu, India

Participated in the 6 days ATAL FDP, Fast-Track to AI Mastery: Building the Future with Accelerated Technologies organized by SRMIST, Trichy

Participated in the 11 days FDP, Blockchain, Fintechand Cyber Security: Shaping the Future of Secure Digital Finance (BFC-25) organized by NIT Raipur, India

Participated in the 5 days Faculty Development Program, ReFOCUS organized by the School of Computer Science Engineering at Vellore Institute of Technology, Chennai, India

Presented a technical paper at the “5th International Conference on Computational Intelligence in Pattern Recognition” held in May 2023 at Kolkata, West Bengal, India

Participated in the LATEX workshop held during March 2023 at SASTRA Deemed to be University, Thanjavur, Tamilnadu, India

Participated in the IP Awareness training program under “National Intellectual Property Awareness Mission” on March 2023

Presented a technical paper at the “6th International Conference on Computational Intelligence in Data Mining (ICCIDM 2021)” held in Dec 2021 at Aditya Institute of Technology and Management, Tekkali, Andhra Pradesh, India

Participated in the 10th International Conference on Applications and Technologies in Information Security (ATIS 2019) held in Nov 2019 at SASTRA Deemed to be University, Thanjavur, Tamilnadu, India

Presented two technical papers at the International Conference on Inventive Communication and Communication Technologies (ICCICCT 2019) held during April, 2019 at Gnanamani College of Technology, Namakkal, Tamilnadu, India

Participated and presented papers on “TEQIP II Sponsored National Level Conference on Communication and Computing Technologies (NCCCT’16)” at Anna University, BIT campus, Tiruchirapalli, Tamilnadu, India

Attended workshop on “MOBILE APPLICATION DEVELOPMENT” at A.V.C College of Engineering, Mayiladuthurai, Tamilnadu, India

Participated in a one-day workshop on “INTELLECTUAL PROPERTY RIGHTS” at K.S.K College of Engineering and Technology, Darasuram, Tamilnadu, India

Has undergone one-month training on “WEB DESIGNING” at Arudhra Innovations, Tamilnadu, India

Academic Experience

Assistant Professor, Department of Computer Science and Engineering, Srinivasa Ramanujan Centre, SASTRA Deemed University, Thanjavur, Tamilnadu, India (August 2022 – June 2025)

Assistant Professor, TRP Engineering College, SRM Nagar, Irungalur, Tamilnadu, India (June 2016 – November 2016)

Assistant Professor, KSK College of Engineering & Technology, Kumbakonam, Tamilnadu, India (September 2015 – May 2016)

Research Experience

Research Associate, Amrita Vishwa Vidyapeetham, Coimbatore, Tamilnadu, India (February 2022 – July 2022)

Project Engineer, SASTRA Deemed University, Thanjavur, Tamilnadu, India (September 2019 – December 2021)

Junior Research Fellow, SASTRA Deemed University, Thanjavur, Tamilnadu, India (April 2017 – August 2019)

NIL

NIL