Journal Publications

• E. F. Arruda, R. e. A. Alexandre, M. D. Fragoso, J. B. R. do Val, and S. S. Thomas, “A novel queue-based stochastic epidemic model with adaptive stabilising control,” ISA Transactions, vol. 140, pp. 121-133, 2023.
• N. V. Chandran, V. S. Anoop, and S. Asharaf, “TopicStriKer: A topic kernels-powered approach for text classification,” Results in Engineering, vol. 17, pp. 100949, 2023.
• M. Ekstedt, Z. Afzal, P. Mukherjee, S. Hacks, and L. Robert, “Yet another cybersecurity risk assessment framework,” International Journal of Information Security, vol. 22, pp. 1-17, 2023.
• V. K. Gurram, J. Sanil, V. S. Anoop, and S. Asharaf, “String kernel-based techniques for native language identification,” Human-Centric Intelligent Systems, vol. 3, no. 3, pp. 402-415, 2023.
• A. Krishnan, and T. Thomas, “Finger vein recognition based on anatomical features of vein patterns,” IEEE Access, vol. 11, pp. 39373-39384, 2023.
• A. S. Nair, and S. M. Thampi, “A location‐aware physical unclonable function and Chebyshev map‐based mutual authentication mechanism for internet of surveillance drones,” Concurrency and Computation: Practice and Experience, pp. e7564, 2023.
• S. S, M. G, E. Sherly, and R. Mathew, “M-Net: An encoder-decoder architecture for medical image analysis using ensemble learning”, Results in Engineering, vol. 17, pp. 100927, 2023.
• S. S. Thomas, G. Lamine, J. Palandri, M. Lakehal-ayat, P. Chakravarty, F. Wolf-Monheim, and M. B. Blaschko, “Mitigating bias in bayesian optimized data while designing MacPherson suspension architecture”, IEEE Transactions on Artificial Intelligence, pp. 1-12, 2023.
• S. S. Thomas, J. Palandri, M. Lakehal-Ayat, P. Chakravarty, F. Wolf-Monheim, and M. B. Blaschko, “Kinematics design of a MacPherson suspension architecture based on bayesian optimization”, IEEE Transactions on Cybernetics, vol. 53, no. 4, pp. 2261-2274, 2023.
• G. R. Nayar, and T. Thomas, “Partial palm vein based biometric authentication,” Journal of Information Security and Applications, vol. 72, no. C, pp. 14, 2023.
• R. S. P, and T. Thomas, “Cancelable biometric scheme based on dynamic salting of random patches,” Multimedia Tools and Applications, vol. 82, no. 10, pp. 14337–14366, 2023.

Conference Publications

• A. Ramesh, R. Haris, and S. Arora, “ML based D3 R: Detecting DDoS using random forest”, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing Workshops, May 2023 , pp. 141-146.
• R. Badarinath, B. K. Raju, A. K. Mohammed, V. Prabhu, and S. S. Thomas, “Real-time vision sensor for volumetric flowrate estimation in robotic fused filament fabrication”, IFAC-PapersOnLine, vol. 56, no. 2, 2023 pp. 6569-6575.
• J. K. George and E. Sherly, “Human eye fixations prediction for visual attention using CNN-A Survey”, 2023, Springer, pp. 293-309.
• S. Jickson, V. S. Anoop, and S. Asharaf, “Machine learning approaches for detecting signs of depression from social media”, International Conference on Information Technology and Applications, 2023, Springer Nature Singapore, pp. 201-214.
• R. John, V. S. Anoop, and S. Asharaf, “Health mention classification from user-generated reviews using machine learning techniques”, 2023, Springer, pp. 175-188.
• P. Mukherjee, S. M. Thampi, N. Rohith, B. K. Poddar, and I. Sen, “Detection and hardening strategies to secure an enterprise network”, Information Systems Security, 2023, Springer Nature Switzerland, pp. 91-108.
• R. Prakash, G. R Nayar, and T. Thomas, “Security risk assessment of metaverse based healthcare systems based on Common Vulnerabilities and Exposures (CVE)”, IEEE International Conference on Recent Advances in Systems Science and Engineering, 2023, pp. 1-10.
• P. V. Rahulraj, J. Sanil, V. S. Anoop, and S. Asharaf, “Monetize the dual: A data analytic approach for native language and prequel movies popularity analysis”, International Conference on Data Analytics and Insights, 2023, Springer Nature Singapore, pp. 183-196.
• M. M. Uddin, R. Surendran, G. R. Gokul, and T. Thomas, “A data flow-based approach for classification and risk estimation of android apps”, IEEE International Conference on Recent Advances in Systems Science and Engineering, 2023, pp. 1-6.
• S. Rani and E. Sherly, “EEG-based imagined word recognition using CNN-BiGRU”, IEEE International Conference on Robotics, Automation, and Artificial Intelligence, Singapore, 14-16 December, 2023.
• B. K. Raju, L. G. Pillai, K. Manohar and E. Sherly. “Automatic speech recognition system for malasar language using multilingual transfer learning”, International Conference on Natural Language Processing, Goa, 14-17 December, 2023.
• L. G. Pillai, D. M. N. Mubarak, and E. Sherly, “BiLSTM-CNN with fixed weight approach for tracking speech articulatory features”, International Symposium on Intelligent Systems Technologies and Applications, Bengaluru, India, 18-20 December, 2023.
• Bharathi R., Ruba Pi, Anand K,, Sajeetha T and E Sherly, “DavidianLangTech: Sentiment analysis of tamil and tulu”, Workshop on Speech and Language Technologies for Dravidian Languages, Bulgaria, 2023.
• A. Jimmington, A. Hakeem, P. Mukherjee, and S. M Thampi, “A novel approach for bridging the gap between SDN and MITRE for agile incident response”, CoCoNet, Bangalore,2023.

Book Chapters

• Sanoufar Azeez, Sumedha Arora, Comprehensive Framework for Control and Coordination of UAV Swarms in Wildfire Management, chapter, Applications of Machine Learning in UAV Networks, IGI Global, 2024.

• Sabu M Thampi, PUF Embedded Quantum-Resistant Cross-Domain Drone Authentication, Indian Patent Filed.
• Sabu M Thampi,Veracity Check: Cognitive AI Framework to Detect and Mitigate Misinformation in Social Networks, Indian Patent Filed.
• Sabu M Thampi, DeepVisNet: Visual Attention-based Deep Localized Crowd Anomaly Detection Framework for Smart Surveillance, Indian Patent Filed.

• Sinnu Susan Thomas, “Deep Learning for Computer Vision”, DST SERB Accelerate Vigyan Scheme – ABHYAAS (Vritika), Rs. 1,50,000, 2023.
• Sinnu Susan Thomas, “Developing Policy Inputs for Faster Economic Recovery while Promoting Disaster Preparedness via Artificial Intelligence”, British Council Going Global Partnerships Exploratory Grants, 15,000 (pounds) 2021.
• Sinnu Susan Thomas, “Causal Optimal Transport for Summarizing the Unpaired Videos”, DST SERB Start-up Research Grant, Rs 19,861,00 2021.

Theoretical Computer Science

• Algorithms
• Automated Theorem Proving
• Computational Complexity
• Cryptography
• Formal Methods
• Game Theory
• Graph Theory
• Mathematics for Computer Science
• Optimization
• Quantum Computing

Computational Intelligence

• Cognitive Computing
• Computer Vision
• Machine Learning
• Natural Language Processing

Systems & Networks

• Computer Architecture
• Cyber Physical Systems
• Networked Systems
• Security, Privacy and Trust
• System Software – Operating Systems, Compiler Design
• Software Engineering
• Data Engineering – Database Systems, Big Data, Blockchain
• Ubiquitous Computing