Dr. Sangita Roy - Research Interests

Research Interests

Dr. Sangita Roy's research interests include Cryptography and Network Security, Image Processing and Internet of Things (IoT). She went on publishing in various Journals of repute including Security and Communication Network, International Journal of Communication Networks and Distributed Systems. She has also published in well known conferences such as GLOBECOM, SASOW, COMSNETS etc., and has presented her research work through poster presentations at well known platforms including IEEE SASO 2015 at MIT, Cambridge, USA and Microsoft Tech Vista 2013 at Coimbatore, India.

Book Publication (Edited)

Book Title: Artificial Intelligence and Deep Learning for Computer Network Management and Analysis

Publisher: CRC, Taylor & Francis

Editors:

Dr. Sangita Roy, Thapar Institute of Engineering and Technology, India

Dr. Rajat Subhra Chakraborty, IIT Kharagpur, India

Dr. Jimson Mathew, IIT Patna, India

Dr. Arka Prokash Mazumdar, MNIT Jaipur, India

Dr. Sudeshna Chakraborty, Sharda University, India

Book Publication (Authored)

Book Title: Machine Learning and Deep Learning Meet Computer Networks

Authors: Sangita Roy, Pranesh Santikellur, Rajat Subhra Chakraborty

Publisher: Springer

Journal Publications

Roy S, Chakraborty R.S. , "Low-cost smart irrigation solution for efficient water use and requirement prediction", Computers and Electrical Engineering, Volume 125, 2025, 110420, ISSN 0045-7906, https://doi.org/10.1016/j.compeleceng.2025.110420, (IF – 4.0)
Swati, Roy S., Singh J., Mathew J., ”Securing IIoT systems against DDoS attacks with adaptive moving target defense strategies", Scientific Reports, 15, 9558 (2025) doi:https://doi.org/10.1038/s41598-025-93138-7, (IF – 3.8).
Swati, Roy S., Singh J., Mathew J. , Design and Analysis of DDoS-Mitigating Network Architecture, International Journal of Information Security, vol. 22, pp. 333–345, 2023, doi: https://doi.org/10.1007/s10207-022-00635-1, (IF – 3.2).
Roy, S.; Shapira, T.; Shavitt Y., "Fast and lean encrypted Internet traffic classification", Computer Communications, Elsevier, vol. 186, pp. 166-173, https://doi.org/10.1016/j.comcom.2022.02.003 (IF-5.047) (View, Download)
Roy, S; Sairam. A.S., “Distributed Star Coloring of Network for IP Traceback”, International Journal of Information Security, Springer, vol. 17, pp. 315-326, doi:10.1007/s10207-017-0366-0, 2017. (IF- 2.427) (View, Download)
Sairam. A.S.; Roy, S.; Sahay, R., "Coloring networks for attacker identification and response", Security and Communication Networks, Vol. 8, 751-768, 2015. (IF- 1.968) (View, Download)
Saurabh, S.; Roy, S.; Sairam, A.K., "Extended deterministic edge router marking", International Journal of Communication Networks and Distributed Systems, Vol. 13, 169-186, 2014. (View, Download)
Roy, S.; Singh, A.K.; Sairam A.S. , "A novel approach to prevent SQL injection attack using URL filter", International Journal of Innovation, Management and Technology, Vol. 3, 2012. (View, Download)
Roy, S.; Singh, A.K.; Sairam A.S., "Detecting and defeating SQL injection attacks", International Journal of Information and Electronics Engineering, 2011. (View, Download)

Conference Publications

Roy N.; Tiwari R. G.; Roy S. , "Leveraging Deep Learning for Efficient Classification of Cauliflower Leaf Diseases", in 3rd International Conference on Sustainable Computing and Data Communication Systems ICSCDS-2025, Erode Sengunthar Engineering College (AUTONOMOUS) Thudupathi, Perundurai, Erode, TAMILNADU, India, August 6-8 2025.
Roy N.; Tiwari R. G.; Roy S.; Agarwal A. K.; Garg A.; Gupta N., "The Evolving Landscape of Network Threats: Classification, Defense Challenges, and Future Directions", in 8th International Conference on Computing Methodologies and Communication (ICCMC 2025) organized by Surya Engineering College, Erode, TamilNadu, India on July 23-25 2025.
Roy S.; Ansal D.; Kumar M., "Soil Texture Prediction: Advances in Remote Sensing, Image Analysis, and Machine Learning", in Fourth International Conference on Smart echnologies, Communication and Robotics IEEE-STCR-2025, Bannari Amman Institute of Technology, Sathyamangalam, Erode, India, May 09-10, 2025.
Roy N; Tiwari R.G.; Roy S., Stacking-Based Machine Learning Approach for Anomaly Detection in Embedded System Network Traffic, in Fourth International Conference on Smart Technologies, Communication and Robotics IEEE-STCR-2025, Bannari Amman Institute of Technology, Sathyamangalam, Erode, India, May 09-10, 2025.
Roy N.; Kapoor M.; Roy S., Attack Traffic Classification using Deep Learning, in the PhD forum in 19th International Conference on Information Systems Security (ICISS 2023), NIT Raipur, December 16-19, 2023.
Dhiman,G.; Bhattacharya,J.; and Roy,S., "Soil Textures and nutrients estimation using remote sensing data in North India - Punjab Region", accepted in International Conference on Machine Learning and Data Engineering (ICMLDE-2022), Elsevier, 07-08 September, UPES, Dehradun, India.
Roy, S.; Kapoor V., “High Data Rate Audio Steganography”, in the proceeding of SPRINGER International Conference on Innovative Computing and Communication (ICICC-2019), 21-22 March, Technical University, Ostrava, Czech Republic.
Roy, S.; Chawla, H.; Sairam, A.S, “IP Traceback in Dynamic Network”, in the proceeding of SPRINGER 2nd ISEA International Conference on Security & Privacy (ISEA-ISAP 2018), 9-11 January, MNIT, Jaipur.
Verma, A.; Kapoor, V; Roy, S., “Efficient Copy-Move Forgery Detection using Blur and Rotation Invariant Technique”, in the proceeding of The 3rd International Conference on Network Security (ICNS 2018), December 14-16, 2018, Taipei, Taiwan.
Sairam, A.S.; Roy, S.; Dwivedi, S.K., "Using CAPTCHA selectivity to mitigate HTTP- based attacks", IEEE Global Communications and Information System (GLOBECOM-2015), 6-10 December 2015, San Diego, USA. (View, Download)
Roy, S.; Sairam, A.S., "Network attack detection and mitigation". IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW-2015), 21-25 September 2015, Cambridge, MA, USA. doi 10.1109/SASOW.2015.33, 168-173, 2015, (View, Download)
Roy, S.; Singh, A.; Sairam A.S. IP traceback in star colored networks. IEEE 5th International Conference on Communication Systems and Networks (COMSNETS-2013), 7-10 January, Bangalore, India. doi 10.1109/COMSNETS.2013.6465570, 1-9, 2013. (View, Download)
Roy, S.; Parida, J.; Singh, A.K.; Sairam, "A.S. Audio steganography using LSB encoding technique with increased capacity and bit error rate optimization". ACM - Proceedings of the 2nd International Conference on Computational Science, Engineering and Information Technology (CCSEIT-2012), 26-28 October 2012, Avinashilingam University, Coimbatore, Tamilnadu, India. doi0.1145/2393216.2393279, 372-376, 2012. (View, Download)
Singh, A.K.; Roy, S., "A network based vulnerability scanner for SQLI attacks in web applications", IEEE 1st International Conference on Recent Advances in Information Technology (RAIT-2012), 15-17 March 2012, ISM Dhanbad, Jharkhand, India. doi 10.1109/RAIT.2012.6194594, 585-590, 2012. (View, Download)
Roy, S.; Manasmita, M., "A novel approach to format based text steganography", ACM Proceedings of the International Conference on Communication, Computing & Security (ICCCS-2011), NIT Rourkela, Orissa, India. doi10.1145/1947940.1948046,511-516, 2011. (View, Download)
Roy, S.; Singh, A.K.; Sairam, A.S., "Analyzing SQL Meta characters and preventing SQL injection attacks using meta filter",. International Conference on Information and Electronics Engineering (ICIEE-2011), 28-29 May 2011, Bangkok, Thailand, IACSIT Press, ISBN. 978-981-08-8637-0, Vol. 6, 167-170, 2011. (View, Download)
Tripathy, A.; Roy, S. "Intelligent framework for steganography using LSB encoding for audio data". Proceeding of National Seminar on Recent Advances on Information Technology (RAIT-2009), ISM Dhanbad, Jharkhand, India. (View, Download)

Patents (Granted)

Patent 1 (Indian Patent No. 498631): AN AUTOMATIC, INTEGRATED POND AND LIVESTOCK SHELTER.

Inventor: Dr. Sangita Roy

Patent 2 (Indian Patent No. 496582): AN INTEGRATED, AUTOMATED, SOLAR POWER OPERATED, FLOATING FISH-FEEDING ASSEMBLY SYSTEM.

Inventor: Dr. Sangita Roy

Patents (Published)

Patent 1 (Application No - 202411093705): AN AUTOMATED AND INTEGRATED FRUIT PICKING DEVICE.

Inventor: Dr. Sangita Roy

Patent 2 (Application No - 202511040249): AN INTERNET OF THINGS PROTECTION SYSTEM FOR SECURITY ENHANCEMENT, CONTROL AND UNIFICATION

Inventors: Dr. Sangita Roy, Dhruv Bansal, Rohan Thakur, Nischay Morya, Shivam Khurana, Swapnil Chhabra.

Poster Presentations

IEEE SASO 2015 at MIT, Cambridge, USA
ACM India Annual Event 2014 at IIT Delhi
COMSNETS 2014 at Bangalore
Microsoft Tech Vista 2013 at Coimbatore

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