careers@pes.edu +91-8055524555
Computer Science
RingRoadCampus
sivaramane@pes.edu
+91-80-26721983

Dr. Sivaraman E

Associate Professor
Bio
Teaching
Responsibilities
Research
Publications

Motivated and dynamic educator with a Doctoral degree and 10+ years of classroom experience. Experience includes college teaching and corporate IT training as well as technical role in center for information security. Day-to-day goal is to inspire students to love technology and achieve their goals by providing relevant, up-to-date and innovative learning opportunities.

Education

  • Ph.D, Bharathiar University, Coimbatore June 2019
  • NET, University Grants Commission July 2018
  • SET, Government of Tamil Nadu April 2017
  • M.E (CSE), Karpagam University, Coimbatore May 2013
  • MCA, Bharathiar University, Coimbatore May 2009

Experience

  • Technical Instructor, IBM Career Education, June 2017-July 2018
  • Assistant Professor, Dr.N.G.P. Institute of Technology, Coimbatore, June 2011-May 2017
  • Assistant Professor, PES University, Bangalore, August 2018-March 2020
  • Associate Professor, PES University, Bangalore, April 2020 -Present

Achivements

  • Qualified National Eligibility Test (NET) for Assistant Professor, Computer Science and Application, July 2018 conducted by University Grants Commission
  • Qualified Tamil Nadu State Eligibility Test (TN SET) for Assistant Professor, Computer Science and Application, April 2017 conducted by Government of Tamil Nadu
  • Certified as "EMC Academic Associate - Cloud Infrastructure and Services" by DellEMC Corporation on 8th February 2014 (Verification Code: HR12QV3YNNBQQD0T)
  • Certified as "Microsoft Specialist - Server Virtualization with Windows Server Hyper-V and System Center" by Microsoft Corporation on 23rd April 2014 (Certification: E788-8083)
  • Certified as "Business Intelligence Analyst - Explorer Award for Educators 2018" by IBM Asia Pacific on 09th June 2018 (Verify: https://www.youracclaim.com/go/11FGOXSt)
  • Certified CE "Security+" by CompTIA on 30th July 2020 (Code: 22D27EME8CB1QW9Y)
  • Elevated as Senior Member of IEEE
  • Web Technology - II (2018-2019)
  • Computer Network Security (2018-2019)
  • Network and Mobile Security (July 2019)
  • Computer Networks (2019-2020)
  • Advanced Computer Networks (2019-2020)
  • Computer Network Security (2019-2020)
  • Computer Networks (2020-2021)
  • Computer Network Security (2020-2021)
  • Member - Center for Information Security, Forensics and Cyber Resilience (ISFCR)
  • Anchor Faculty - Computer Networks
  • Anchor Faculty - Advanced Computer Networks
  • Anchor Faculty - Computer Networks Laboratory
  • Anchor Faculty - Computer Network Security

Research Interest

  • Cyber Security
  • Cloud Computing
  • 5G Technologies

Research Projects (Current)

  • Similarity Mapping of Substantial Metadata for Sustainable Cyber Crime Investigation, funded by PES University (PESUIRF/CSE/2020/01)

Research Guidance

  • Runtime Malware Detection using Hardware Features (M.Tech Project)
  • Predicting and Preventing Adversaries in Machine Learning Model (M.Tech Project)
  • Performance Evaluation of Advanced Machine Learning Algorithms for Network Intrusion Detection System (M.Tech Project)
  • Contactless Transaction Using Wearable Ring with Biometric Fingerprint Security Feature
  • A Security Use-case based Analysis and Evaluation of RSA Netwitness for Strategic Threat Detection and Response (M.Tech Project)
  • Designing a Defensive Framework against Adversarial Attacks on Covid-19 Classifier (B.Tech Project)
  • Security Analysis of Browser Extensions (B.Tech Project)
  • Building Robust Network Intrusion Detection Model Against Novel Adversarial Model Inputs (B.Tech Project)
  • Generation of True Random Numbers Using Entropy Sources Present Within Portable Computers (B.Tech Project)
  • Privacy Preserving AI/ML for Healthcare Applications (B.Tech Project)
  • AI-based Malware Detection for End Systems (B.Tech Project)
  • Image Metadata Extraction and Authenticity Validation For Enhanced Digital Forensics (B.Tech Project)
  • Carrier Grade Network Address Translation for 5G Internet Breakout (B.Tech Project)
  • Private 5G Network Deployment (B.Tech Project)
  • Converged Network Core for 5G-as-a-Service (B.Tech Project)

Books

  • Special Issue: https://www.igi-global.com/calls-for-papers-special/international-journal-digital-crime-forensics/1112

Conferences

  • "Dynamic Cluster Broadcasting for Mobile Ad Hoc Networks", IEEE Proc. of the International Conference on Communication and Computational Intelligence, Erode (IEEE Xplore, Scopus Indexed)
  • "High Performance and Fault Tolerant Distributed File System for Big Data Storage and Processing using Hadoop", IEEE Proc. of the International Conference on Intelligent Computing, Coimbatore (IEEE Xplore, Scopus Indexed)
  • "Performance Evaluation of Advanced Machine Learning Algorithms for Network Intrusion Detection System", Springer Proc. of International Conference on Inventive Computation Technologies, Coimbatore (In Production: Springer Lecture Notes on Network and Systems, Scopus indexed)
  • "Runtime Malware Detection using Hardware Features", IEEE Proc. of International Conference on Computing, Communication and Networking Technologies, IIT Kanpur. (In production: IEEE Xplore, Scopus indexed)
  • "Predicting and Preventing Malware in Machine Learning Model", IEEE Proc. of International Conference on Computing, Communication and Networking Technologies, IIT Kanpur (In production: IEEE Xplore, Scopus indexed)

Journals

  • A threshold-based, real-time analysis in early detection of endpoint anomalies using SIEM expertise, Elsevier - Network Security, April 2021 (Scopus)
  • Collaborative Intrusion Detection System in Cognitive Smart City Network, IGI-Global - International Journal of Knowledge and Systems Science, January 2021, (ESCI, Scopus)
  • An Augmented Intelligent Water Drops Optimization Model for Virtual Machine Placement in Cloud Environment", IET Networks, 8 April 2020 (Scopus & Web of Science indexed)
  • Intelligent Decision Making Service Framework Based on Analytic Hierarchy Process in Cloud Environment", Inderscience - International Journal of Networking and Virtual Organizations, Vol. 21, No. 2, pp. 221-236, 2019 (Scopus Indexed)
  • Efficient Multimedia Content Storage and Allocation in Multidimensional Cloud Computing", Inderscience - International Journal of Intelligent Systems Technologies and Applications, Vol. 18, No. 1-2, pp.20-33 (Scopus Indexed)
  • Multiservice Load Balancing with Hybrid Particle Swarm Optimization in Cloud based Multimedia Storage System with QoS Provision", Springer - Mobile Networks and Applications, Vol. 22, No. 4, pp. 760-770 (SCIE, Scopus, Impact Factor: 2.497)
  • Unevenness Measurement Using Support Vector Machine and Dynamic Multiservice Load Balancing with Modified Genetic Algorithm in Cloud-Based Multimedia System", Inderscience - International Journal of Computer Aided Engineering and Technology, Vol. 10, No. 6, pp. 732-747. (Scopus Indexed)

Others

  • Google Scholar Citations - https://scholar.google.com/citations?user=rdVnrRoAAAAJ
  • Scopus - https://www.scopus.com/authid/detail.uri?authorId=57193857384
  • Web of Science Researcher ID: AAK-5628-2020
  • LinkedIn ID: https://www.linkedin.com/in/sivaraman-eswaran-ph-d-0229a2198
  • Orcid ID : 0000-0003-0858-148X
  • Vidwan-ID : 162189, https://pes.irins.org/profile/162189