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Dr. Anne Dickson

Associate Professor( A-HoD)

Employee Code / ID No. 10208008
Qualifications M.Tech
Orcid ID https://orcid.org/0000-0001-6288-3740
Industry / R & D Experience 15 years 3 months
Email ID [email protected]
Alternate E-mail ID  —
Mobile No (Optional) / Intercom Extension No.  —
Areas of Interest / Current Research Network Security, Algorithm Analysis and Design, Nature Inspired Computing
Research,  Consultancy, Publication 1) Anne Dickson. Ciza Thomas,”Attack Detetion Availing Feature Discretion Using Rando Forest”, Computer Science & Engineering, AIRCC Publishers, An International Journal(CSEIJ), Vol 12,2022.DOI:10.5121/cseij.2022.12611.

2)Anne Dickson, Ciza Thomas, Identifying Network Intrusion using Enhanced Whale Optimization Algorithm,Springer series on Advances in Intelligent Systems and Computing, in the International Conference on Intelligent Systems Technologies and Applications ISTA’20, 2020.
3) Anne Dickson, Ciza Thomas, Analysis of UNSW-NB15 using Machine Learning Algorithms, Springer communications in Computer and Information Science in the Symposium on Machine Learning and Meta-heuristics Algorithms and Applications, SOMMA’20, 2020.
5) Anne Dickson, Ciza Thomas, Improved PSO for optimizing the performance of intrusion detection systems, in the International Conference (ISTA’19), Second Symposium on Machine Learning and Metaheuristics Algorithms and Applications, 2019.
6) Anne Dickson, Ciza Thomas, Optimizing False Alerts Using Multi-objective Particle Swarm Optimization Method, IEEE Xlore, IEEE SPICES, 2015.
7) Anne Dickson, Ciza Thomas, Feasibility of Machine Learning Techniques to reduce false alarms in intrusion detection, International Journal of Computer Science and Mobile Computing,ICMIC 2013.
8)Marcia Rajan, Bhavya, Hema Joy,Anne Dickson “Automated car parking system using optical character recognition”, IJSER 2020.
9)Ann Emrita C, Aswani A S, Divya Sylvester, Kavery M S, Lydia Sebastian and Anne Dickson, “Security Using Webcam”, MBCET Journal of Research, Vol.2, April 2013.
Ph.D Research Guidance ( Research Scholar, E-mail ID, Research Topic/ Tentative Thesis Tittle)  —
Academic / Professional Outreach Activities 1) Resource person for the “Workshop on Open Source Programs for Scientific Applications organized by PG and Research, Department of Chemistry, Mar Ivanios College (Autonomous),2020.
2) Presented a Lightening talk on the topic “Requisite for framing an optical network structure” in the CoCoNet International Conference 2019.
3) Handled a session on “Machine Learning for Network Security” for CDAC as part of the NetSec research group activity, 2021.
Membership in Professional bodies/ organizations  —
Community Outreach Activities  —
Awards / Distinctions / Rank / Other Achievements if any
  • Received Best Paper Award from NIT- Trichy for the paper “Attack Detetion Availing Feature Discretion Using Rando Forest”in the International Conference onComputational Intelligence and Paradigms (CLIP ’22).
  • Anne Dickson, Ciza Thomas, Improved PSO for optimizing the performance of intrusion detection systems,  Journal of Intelligent & Fuzzy Systems, vol. 38, no. 5, pp. 6537-6547, IOS Press, 2019, DOI: 10.3233/JIFS-179734 (SCI Impact factor – 1.891)(Best paper award).
Area of interest
  • Artificial Neural Network
  • Digital Image Processing
  • Interactive Computer Graphics
  • Artificial Neural Network.
  • Network Security
Publications
  • Anne Dickson. Ciza Thomas,”Attack Detetion Availing Feature Discretion Using Rando Forest”, Computer Science & Engineering, AIRCC Publishers, An International Journal(CSEIJ), Vol 12,2022.DOI:10.5121/cseij.2022.12611,2022.
  • “Automated car parking system using optical character recognition”, IJSER 2020
  • “Improved PSO for optimizing the performance of IDS” inJournal of Intelligent& Fuzzy Systems, 2019
  • “Optimizing False Alerts using Multi-objective PSO”, 2015.
  • Ms. Anne Dickson and Ciza Thomas “Optimizing False Alerts Using Multi-objective Particle Swarm Optimization Method”, Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015.Ann Emrita C, Aswani A S, Divya Sylvester, Kavery M S, Lydia Sebastian and Anne Dickson, “Security Using Webcam”, MBCET Journal of Research, Vol.2, April 2013.
Achievements of faculty:
Received best paper award for the research paper published titled “Improved  PSO for optimizing the performance of IDS”in the Coconet International Conference held at IIITMK on December 2019.
Details of Faculty as resource person:
  • Took a class on “Open Source Programs for Scientific Applications” in Department of PG & Research, Mar Ivanios College on February 8, 2020.

Professional Memberships

Experience
Teaching: 12 years, 3 months
Worked as lecturer for one year at St.Xaviers Catholic College of Engineering and Technology