S. Priya

Home Town : Tiruchirappalli

Qualification : M. E. (CSE) 2011-2013, Anna University, Chennai.

B. Tech. (CSE) 2005- 2009, Anna University, Chennai.

Area of Interest : Automata Theory, Computer Networks, social Network Analysis, Cyber Security

Date of Ph. D. Registration : February 2015

Status : Completed

Research Work : A Study on Counteracting Phishing Attacks using Machine Learning Approaches

Email : priyasarav.nitt@gmail.com

TRAINING PROGRAMS / CONFERENCES ATTENDED

  1. 5 days Workshop on "Big Data Analytics:Tools and Techniques" during 8-12, June 2015 at NIT, Tiruchirappalli.

  2. 2 days Workshop on "Big Data & Hadoop" during 6-7, March 2015 at SSN College of Engineering, Chennai.

LIST OF PUBLICATIONS

I REFEREED JOURNALS

1. Priya S, Selvakumar S. Detection of phishing attacks using probabilistic neural network with a novel training algorithm for reduced Gaussian kernels and optimal smoothing parameter adaptation for mobile web services. International Journal of Ad Hoc and Ubiquitous Computing, Inderscience. 2021; 36(2):67-88. (SCIE, IF-0.714).

2. Priya, S., Selvakumar, S. & Velusamy, R.L. Evidential theoretic deep radial and probabilistic neural ensemble approach for detecting phishing attacks. Journal of Ambient Intelligence and Humanized Computing (2021). https://doi.org/10.1007/s12652-021-03405-4, Springer. (SCIE, IF-7.10).

3. Priya S, Selvakumar S, Velusamy RL. PaSOFuAC: Particle Swarm Optimization based Fuzz Associative classifier for Detection of Phishing Attacks, Wireless Personal Communication, Springer, DOI: 10.1007/s11277-022-09576-3. (SCIE, IF-1.61).

II PRESENTATION IN CONFERENCES

1. Priya, S. and Selvakumar, S., Classifier Performance Evaluation of Phishing Detection Model on Optimal Number of Clusters. Proceedings of International Conference on Sustainable Computing in Science Technology and Management (SUSCOM), Jaipur - India, February 26-28, 2019, SSRN,Elsevier.

2. Priya S, Selvakumar S, Velusamy RL. Detection of Phishing Attacks using Radial Basis Function Network Trained for Categorical Attributes. In2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2020 Jul 1 (pp. 1-6). IEEE, IIIT, Khragpur.

3. Priya S, Selvakumar S, A Framework for Detecting Phishing Websites using GA based Feature Selection and ARTMAP based Website Classification.Procedia Computer Science, Elsevier, IIITM, Kerala, 2020 Jan 1;171:1083-92.

4. Priya S, Selvakumar S, Velusamy RL. Gravitational Search Based Feature Selection for Enhanced Phishing Websites Detection. In2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA) 2020 Mar 5 (pp. 453-458). IEEE.

III BOOK CHAPTER

S. Selvakumar, S. Priya. A Systematic Review of Anomaly based techniques for detection of Phishing Attacks, Book Title: Horizons in Computer Science Research, Nova Publisher.(Accepted for publication).