Dr. Swapna M P

About

Doctorate and UGC NET holder in Computer Science, with 12 years of industry experience (IT Training) and 13 years at Higher Education sector supporting UG and PG students. Core interests include programming paradigms, Theory of Computation, Operating System, Compilers, and Networking. Research interests include Advanced Networking, Advanced Persistent Threats, Zero Trust Principles & Blockchain technology.

Employment

• Amrita Vishwa Vidyapeetham Amrita School of Engineering Amritapuri Assistant Professor

Education

• Bharathiar University Ph D
  2019 - 2023

Projects & Funding

Projects & funding information is unavailable.

Publications (18)

• Linguistic Biometrics: Continuous Authentication Using Personalized Grammar, Vocabulary, and Typing Behavior
  2026 DOI: 10.1007/978-3-032-17837-4_11
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• Unveiling Cybercrime Patterns in Kerala: A Machine Learning Approach
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-981-96-7140-3_8
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• ZTNA: Sector-Specific Analysis on the ’NO TRUST’ Security Paradigm
  International Journal of Information Security 2026 DOI: 10.1007/s10207-026-01286-2
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• Preserving Mental Health Data Privacy Using Federated Learning and Homomorphic Encryption
  Communications in Computer and Information Science 2026 DOI: 10.1007/978-3-032-17843-5_14
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• Privacy-Driven Federated Graph Neural Networks for Real-Time Intrusion Detection in Cloud Environments
  2025 International Conference on Power, Instrumentation, Control, and Computing (PICC) 2025 DOI: 10.1109/picc67314.2025.11291438
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• MemLOL: Memory-Based LOLBins Dataset for Fileless Malware Detection
  2025 13th International Symposium on Digital Forensics and Security (ISDFS) 2025 DOI: 10.1109/isdfs65363.2025.11011944
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• Gender Dynamics of Cyber Security Awareness in Kerala, India: Statistical and Machine Learning Approach
  2025 Gender and Technology Conference (GTC) 2025 DOI: 10.1109/gtc64325.2025.11478141
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• Cross-Platform Analysis of Script-Based Fileless Malware Using Memory Forensics
  Lecture Notes in Networks and Systems 2025 DOI: 10.1007/978-981-97-7426-5_23
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• Energy-Aware Reliable Routing with Blockchain Security for Heterogeneous Wireless Sensor Networks
  2025 DOI: 10.1007/978-981-97-6106-7_43
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• Endpoint Detection and Response for Fileless Malware and LOLBin Threats
  2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) 2024 DOI: 10.1109/icccnt61001.2024.10725289
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