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B. Soniya

Observed names: B Soniya, Soniya B, Soniya B.
OpenAlex ID: A5074526513
Detection of randomized bot command and control traffic on an end-point host
2016 · B. Soniya, M. Wilscy · Alexandria Engineering Journal · 13
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Analysis on botnet detection techniques
2016 · S Asha, T Harsha, et al. · International Conference on Research Advances in Integrated Navigation Systems (RAINS) · 11
Using entropy of traffic features to identify bot infected hosts
2013 · B. Soniya, M. Wilscy · IEEE Recent Advances in Intelligent Computational Systems · 10
Advanced Smart Shopping Cart with Integration of AI and IoT
2023 · P Pramod Kumar, K. Sridhar Sai, et al. · International Conference on Edge Computing and Applications (ICECAA) · 8
Domain-Independent Sentiment Analysis in Malayalam
2018 · V. Kasthoori, B. Soniya, et al. · Advances in intelligent systems and computing · 7
Fuzzy inference system based on entropy of traffic for bot detection on an endpoint host
2014 · B Soniya, M Wilscy · International Conference on Data Science and Engineering · 4
Feature Selection for Effective Botnet Detection Based on Periodicity of Traffic
2016 · T. Harsha, S. Asha, et al. · Lecture notes in computer science · 3
Advanced Decision-Making for Autonomous Vehicles Utilizing Deep Q Networks
2025 · Akash IJ Britto, Abhishek S, et al. · Emerging Technologies for Intelligent Systems (ETIS) · 2
Optimisation enabled deep learning model for traffic sign recognition
2025 · Soja Salim, J.S. Jayasudha, et al. · International Journal of Heavy Vehicle Systems · 2
A Comprehensive Review on Integration of Blockchain and IoT
2025 · P. L. Divya, B. Soniya, et al. · Lecture notes in networks and systems · 1
Ensuring Ethical AI: Unpacking the Significance of Risk Analysis Under the European Union's Artificial Intelligence Act
2024 · Soja Salim, Jayasudha J. S., et al. · IEEE Region 10 Symposium (TENSYMP) · 1
Handling uncertainty in optimization enabled the deep Q network for traffic sign and criticality detection
2026 · Soja Salim, Jayasudha J. S., et al. · Figshare
Handling uncertainty in optimization enabled the deep Q network for traffic sign and criticality detection
2026 · Soja Salim, Jayasudha J. S., et al. · Traffic Injury Prevention
Safe and Trustworthy AI Framework (STAIF): Addressing Uncertainty in AI-Based Models for Real-World Deployment
2024 · Soja Salim, Jayasudha J. S., et al. · IEEE Region 10 Conference (TENCON)
Optimisation-enabled deep learning model for traffic sign recognition
2024 · Soja Salim, J.S. Jayasudha, et al. · International Journal of Heavy Vehicle Systems
Host-Based Bot Detection Using Destination White-Lists for User’s Profile
2012 · B. Soniya, M. Wilscy · Advances in intelligent systems and computing
Works count: 16
Citation count: 62
H-index: 5
I10-index: 3
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