DHANYA L

DHANYA L

Assistant Professor

Department of Computer Science & Engineering 

Marian Engineering College, Trivandrum - 695582 

Email: dhanya.cse@marian.ac.in 

Date of Joining MEC:  12 Sep 2022

Professional Experience: Total 14 Years ( 14 Years Teaching) 

Educational Profile

• • PhD ( doing since 2020 July)

    • Specialization - IoT Security

    • University / Institution - Noorul Islam Centre for Higher Education

• M.E (2004)

  • Computer Science & Engineering

  • University / Institution:- National Engineering College, Anna University

  • Class:- First class 

• B.Tech (2002)

  • Specialization:- Computer Science & Engineering

  • University / Institution:- Noorul Islam College of Engineering,  MS University

  • Class:- First class with Distinction

Courses handled                                                     Course                        

Computer Organization                                        UG 

Data base Design                                                       UG

Microprocessors                                                         UG

Soft Computing                                                           UG

Distributed Systems                                                 UG

Operating Systems                                                     UG

Web Programming                                                     UG

Mobile Computing                                                      UG

Research Interest

• Information Security

• Artificial Intelligence

• Malware  detection

Significant Publications

1. DHANYA L, Dr. R.CHITRA, “An Optimal Differential Evolution Based XGBClassifier for IoMT malware classification” in the Proceedings of International Conference on Advances in Intelligent Computing and Applications , IEEE Explore,2023.https://doi.org/10.1109/AICAPS57044.2023.10074030 .

2. DHANYA L, Dr. R.CHITRA, “Performance Evaluation of various Ensemble Classifiers for malware detection”, Materials Today Proceedings, Elsevier, 2022. https://doi.org/10.1016/j.matpr.2022.03.696

3. L.DHANYA, Dr. R.CHITRA, " A novel autoencoder based feature independent GA optimised XGBoost classifier for IoMT malware detection", Expert Systems with Applications, March 2024. https://doi.org/10.1016/j.matpr.2022.03.696.

·   Attended FDPs on:

1.               Attended AICTE-ATAL Online FDP on "Data Sciences" at Hindustan College of Engineering and Technology.(Nov 2020)(5 days)

2. Completed AICTE –ATAL FDP on “Internet of Things “organized by Department of Computer Science and Engineering, Kongu Engineering College, Perundurai, Erode, Tamil Nadu (Dec 2020).(5  days)

3. Participated in Virtual Workshop on “Practical Deep Learning” Organized by NOORUL ISLAM CENTRE FOR HIGHER EDUCATION. (Feb 2021) ( 5 days)

4. Attended AICTE - ATAL Academy  Sponsored One Week Online FDP on "BLOCKCHAIN" organized by Syed Ammal Engg College. (Feb 2021)(5 days)

5. Attended AICTE –ATAL FDP on “Artificial Intelligence, Machine Learning and Deep Learning ”  organized by  Department of Electronics and Communication Engineering, Karpagam college of Engineering, Coimbatore,Tamilnadu.(Feb 2021).(5 days)

6. Attended CSI Sponsored One Week Online FDP on MACHINE LEARNING WITH ITS MATHEMATICAL FOUNDATIONS, Vimal Jyothi Engineering College.(5 days).(March 2021)

8. Attended Applied Deep Learning for AI and medical data analysis, Organized by Edux Labs and E-cell IIT, Hyderabad. (10 days) (June 2021)

9.              Attended KTU Sponsored five days Online FDP on "Practical Data Science"  organised by the Department of CSE, SJCET.(5 days) (July 2021).

10.        Attended a  Five Day Faculty Development Program on,"Distributed Computing", organized by Department of Computer Science and Engineering at Sree Narayana Gurukulam College of Engineering from 30th January 2023 - 1st February 2023.

11.         Participated in the five day KTU Sponsored FDP on IoT and Cyber Physical Systems conducted by the Department of Computer Science and Engineering, Marian Engineering College from April 11-15,2023.

12.     Successfully completed the online NPTEL Certification on Introduction to Internet of Things of IIT Kharagpur with Elite Certification(2023).

13 .     Attended  six days FDP on “Generative AI With Hands-On Training Using Python”, conducted by MBCET, Jan 29 -Feb 3, 2024.

National / International Conference 

1. Presented paper on “ Locating and Resolving Anonymous trails using Flow Characteristics” , International Conference on Novel Issues and Challenges in Science and Engineering (NICSE’16), NI University, July 28,29, 2016.

2.   Presented paper on  “A survey on the Characteristics of IoT Malware and the Detection Techniques” National Conference on Computational and Scientific era NCCSE’21, Organized by the Department of Computer Science and Engineering, Noorul Islam Centre for Higher Education, Kumaracoil on 06.05.2021.

3.    Presented paper on “ Performance Evaluation of various Ensemble Classifiers for malware detection” , Second International Conference on Innovative Technology for Sustainable Development, Organised by VIT Chennai in association with University of Technology, Sydney, on Jan 27-28 ,2022.

4.  Presented a paper on “An Optimal Differential Evolution Based XGBClassifier for IoMT malware classification” in AICAPS 2023: International Conference on Advances in Intelligent Computing and Applications ,Feb 1-3,2023