Research Publications

 Nikhil Rawat, Sneha Chauhan, Lalit Kumar Awasthi. Deep Learning Approaches for Predicting Mental States through Tweet Analysis. International Conference On Innovative Trends In Information Technology, Kottayam, Kerala, India (2024).

V. Kumar, N. Anand, R. Rai, S. Chauhan and J. Pate, "Unveiling Thermal Cross Talk in 5nm Gate-All-Around Stacked Nanosheet FETs: A Machine Learning Perspective," 2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID), Kolkata, India, 2024, pp. 49-54, doi: 10.1109/VLSID60093.2024.00013.

Chauhan, Sneha, Mahmoud, L., Sheth, T., Gangopadhyay, S., Gangopadhyay, A.K. (2023). Generating Adversarial Examples Using LAD. In: Quaresma, P., Camacho, D., Yin, H., Gonçalves, T., Julian, V., Tallón-Ballesteros, A.J. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2023. IDEAL 2023. Lecture Notes in Computer Science, vol 14404. Springer, Cham. https://doi.org/10.1007/978-3-031-48232-8_15

Chauhan, Sneha, Gangopadhyay, S., Gangopadhyay, A.K. (2024). Study of Support Set Generation Techniques in LAD for Intrusion Detection. In: Bennour, A., Bouridane, A., Chaari, L. (eds) Intelligent Systems and Pattern Recognition. ISPR 2023. Communications in Computer and Information Science, vol 1941. Springer, Cham. https://doi.org/10.1007/978-3-031-46338-9_2

A. K. Gangopadhyay, T.  Sheth, and Sneha Chauhan. LAD in finance: accounting analytics and fraud detection. Advances in Computational Intelligence 3.1 (2023): 4.

Chauhan, Sneha; Gangopadhyay, S.; Gangopadhyay, A.K. Intrusion Detection System for IoT Using Logical Analysis of Data and Information Gain Ratio. Cryptography 2022, 6, 62. https://doi.org/10.3390/cryptography6040062.

Chauhan, Sneha, Mahmoud, L., Gangopadhyay, S., Gangopadhyay, A.K. (2022). A Comparative Study of LAD, CNN and DNN for Detecting Intrusions. In: Yin, H., Camacho, D., Tino, P. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2022. IDEAL 2022. Lecture Notes in Computer Science, vol 13756. Springer, Cham. https://doi.org/10.1007/978-3-031-21753-1_43.

Gangopadhyay, A. K., Sheth, T., Das, T.K. and Sneha Chauhan, Detection of cyber attacks on smart grids. Adv. in Comp. Int. 2, 30 (2022). https://doi.org/10.1007/s43674-022-00042-y.

Chauhan, Sneha, Gangopadhyay, S. (2022). Design of Intrusion Detection System Based on Logical Analysis of Data (LAD) Using Information Gain Ratio. In: Dolev, S., Katz, J., Meisels, A. (eds) Cyber Security, Cryptology, and Machine Learning. CSCML 2022. Lecture Notes in Computer Science, vol 13301. Springer, Cham. https://doi.org/10.1007/978-3-031-07689-3_4. 

Monika, Sneha Chauhan, and Nishi Yadav. "LEACH-I Algorithm for WSN." International Journal of Innovative Research in Computer and Communication Engineering 4.3 (2016): 3459-3466.