Dr. (Mrs.) B. Janet

Formula: 0

Research Interest

  • Data Science and Security
  • Internet of Things

Full Profile (updated July 2024)

Scopus: https://www.scopus.com/authid/detail.uri?authorId=35786218500

Web of Science: https://www.webofscience.com/wos/author/record/1115660

ORCID ID: https://orcid.org/0000-0001-7030-9634

Google Scholar : https://scholar.google.com/citations?user=gLqPJLQAAAAJ&hl=en

Brief Profile

Dr. Janet serves NIT, Trichy as Associate Professor in the Department of Computer Applications.

She graduated B.Sc. (Physics) with Distinction from Holy Cross College, Trichy affiliated to the Bharathidasan University, Tiruchirappalli, obtained a Master of Computer Applications from Bishop Heber College, with a third rank from Bharathidasan University, Tiruchirappalli. She cleared the National Eligibility Test for Lectureship by UGC in 2001.

She started her research in Information Retrieval with a first class in Master of Philosophy in Computer Science from Alagappa University, Karaikudi, and a Ph. D. degree by the National Institute of Technology, Tiruchirappalli.

Dr. Janet has set up Information Processing and Security Laboratory at NITT, with Industry involvement. She is a part of Nationwide Deployment of Honey Pot Devices for cyber threat intelligence generation for NCCC funded by Meity and implemented by CDAC Mohali. She was also part of Scalable Attack Data Capturing and Analysis Framework for Cyber Threat Intelligence Generation project by CDAC Mohali. She is the Coordinator of the IoT Lab. She is a consultant for CDAC, Trivandrum in the development of AI Solutions for Emergency Response Support System (ERSS) an indigenous integrated platform developed for intelligent emergency response 112 by Govt. of India.

She has guided 9 Ph. D. students successfully. She has published more than 80 research documents in International Journals, Conferences and Book chapters of repute in the field of Data Science. She is granted a patent which is developed as an Anganwadi device to teach numbers to little children. She has a number of awards to her credit.

She is a professional facilitator of students. Her teaching experience includes experiments on activity-based learning, Learner centric teaching and flipped classrooms. She is a champion of Open Source Open Community.

Dr. Janet has visited Malaysia to present one of her research papers in a conference. She is also a reviewer for International Conferences and journals. She is presently the Life member of Computer Society of India, International Association of Engineers, ISTE, ISC and International Association of Computer Science and Information Technology. She is also an active senior member of IEEE and Professional member of ACM.

 

Information Processing and Security Lab

Open Source Open Community

Employment Profile

Job Title Employer From To
Associate Professor National Institute of Technology, Trichy. 12.03.2024 Till date
Assistant Professor (PB3 - 8000) National Institute of Technology, Trichy. 12.03.2018 11.03.2024
Assistant Professor (PB3 - 7000) National Institute of Technology, Trichy. 21.04.2011 11.03.2018
Assistant Professor (PB3 - 6000) National Institute of Technology, Trichy. 21.04.2006 20.04.2011
Lecturer(UGC-FIP Leave Vacancy) Bishop Heber College, Trichy. 11.02.2005 20.04.2006
Lecturer (Self-Financing Section) Bishop Heber College, Trichy 24.07.2002 10.02.2005

Academic Qualifications:

Examination Board / University Year Division/ Grade Subjects
Ph. D. National Institute of Technology, Trichy 2007 - 2012 First class with Distinction Information Retrieval
M. Phil. Alagappa University, Karaikudi 2003 -2005 I Class Computer Science
MCA Bishop Heber College, Trichy (Bharathidasan University) 1999 -2002 III Rank Computer Applications
B. Sc. Holy Cross College, Trichy (Bharathidasan University) 1996 -1999 First class with Distinction Physics
Higher Secondary Holy Cross Girls Higher Secondary School, Trichy 1996 86.75 Biology & Maths
High School Holy Cross Girls Higher Secondary School, Trichy 1994 93.6 SSLC

Academic/Administrative Responsibilities within the University

Position Faculty/Department/Centre/Institution From To
Faculty Advisor Social Responsibility Club 2021 Till date
Social Media Champion Media and PR Team, NITT 2020 Till date
Faculty Advisor Delta Club 2019 2021
Media Committee Institute day 2021 2021
PRM Committee Convocation 2021 2021
Media Committee Institute day 2020 2020
PRM Committee Convocation 2020 2020
Stock Verification Officer Library 19-20 2020
Supervisor - Faculty Internship AICTE Margdarshan Scheme NITT 2019 2020
Member Swayam Task Force 2019 2022
Faculty In charge Optima M. Sc. (C. S.) Symposium 2019 Till date
Coordinator Siemens center of Excellence IoT Lab 20.01.2020 2022
Stock Verification Officer Central Stores and Purchase December 2019 February 2019
Design Head PR and Media Cell August 2019 Till date
Initiating Faculty, 360 Virtual Tour of NITT PR and Media Cell August 2018 July 2019
Vigilance Officer Anti-ragging Vigilance Committee July 2019 August 2019
Member Convocation 2019, Press and Media Committee June 2019 July 2019
Member, Content Management Committee CSAB May 2019 August 2019
Member, Public Relations Committee Pragyan 2019
Member, Public Relations Committee NITTFEST 2019
Member, Seating and Logistics Committee Convocation 2018
Member, Presentation Committee Institute Day March 2019
Member, Report on Achievements Committee Member Institute Day March 2018 April 2018
Safety and Security Committee Department Representative NITT October 2017
Convocation seating and Logistics Committee – Department Representative NITT 28.06.2017 12.08.2017
Member NITT Community Radio Station 2016  till date
Member Hospital Committee 2012 2015
Stock Verification Officer Stock Verification Officer for Hostels 2009 2012
Stock Verification Officer Stock Verification Officer for Mechanical Department 2012 2013
Member MIS Committee 2012 2014
Faculty Advisor Open Source Club 2012  till date
Faculty Advisor Adaventure, Pragyan 2012 till date
Faculty Advisor NITTFEST 2012 2014
Member M. Tech. Syllabus Committee 2012 till date
Member NBA Document Committee 2009, 2017
Member Ph. D Admission Committee 2006 2014
Member NIMCET Admission Committee 2006 till date
Member M. Sc. (OR & CA) Admission Committee 2006 till date
Member Board of Studies for MCA and M.Sc. (OR & CA) 2006 till date
Member Performance Analysis Committee 2006 -
In-charge Department Library 2006 2007
Chairman Performance Analysis Committee 2013, 2015, 2017 - 2022

 Academic/Administrative Responsibilities outside the University

Position Institution From To
Judge Toycathorn - Innovation Cell, Ministry of Education 2021 2022
BoS member for Data Science course Bishop Heber College, Trichy 2020 2021
Doctoral Committee Member Sastra University 2020 2021
Doctoral Committee Member SRM Institute of Science & Technology 2020 2021
External Examiner Sastra University 2019 2021
Reviewer International Journals 2015 Till date
External Examiner SRM Institute of Science & Technology 2021 2022

Awards, Associateships etc.

Year of Award Name of the Award Awarding Organization
2002 Third Rank in MCA Bharathidasan University
2001 National Eligibility Test for Lectureship (NET) UGC
1994 National Scholarship Scheme  Merit Certificate MHRD
2021 Senior Member IEEE
2019 Best paper in IEEE 3rd Intl. Conf. ISMAC Scad College of Technology, Coimbatore
2021 Best Performance in Teaching, Research and Institutional Development NIT, Trichy
2021 Professional Member ACM

 Fellowships

Year of Award Name of the Fellowship Awarding Organization From (Month/Year) To (Month/Year)
June 2015 Young Faculty Research Fellowship MEITY August 2015 August 2020

 Details of Academic Work

 Curriculum Development

  • Subjects handled with available feedback scores

Introduction to Computer Programming                         Excellent

      Computer Organisation and Architecture                        9.15

      Organisational Behaviour                                              9.2

      CASE Tools Lab                                                          8.7

  • Updated the syllabus each year to include the latest research and Technology.
  • Used Simulators and Power point presentations and Demonstrations of concepts by using open source software and videos, Mini Projects and exercises for course reinforcement.
  • Moodle e-learning System used for course teaching, learning and evaluation.
  • Used Flipped classroom methodology for all course teaching.

 Courses taught at Postgraduate and Undergraduate levels

Undergraduate:
  • Python Programming
Postgraduate:
    • Information Security
    • Deep Learning
    • Internet of Things
    • Cyber Security and Information Assurance       
Laboratory:
    • FOSS Lab
    • Information Security Lab
  • Established an Information Processing and Security Lab in Computer Applications Department.
  • Developed lab exercise for Information security lab and CASE Tools lab introduced for the first time. Used IBM great mind challenge problems for case tools lab and Google Code Lab exercise for Information security lab.
  • Established the IoT Lab for elective course.
  • Used Open source simulators for learning about information security in the Lab.

Projects guided at Postgraduate level

Name Project Title Month Year of Submission Course
Joseph Mathew & Byju N B Arduino based audio transmission using LiFi December 2019 M.Sc.
Krishna Kumar Online opinion voting system December 2019 MCA
Shubham Vishwakarma Sales Prediction December 2019 MCA
Kapil Jaiswal Identity Blockchain December 2019 MCA
Tonmoy Golder Mood Swinger December 2019 M. Sc.
Tanmay Yadav Movies Recommendation December 2019 MCA
Shaikha Khan Chatbot using Deep Learning December 2019 MCA
Sanjeev Keshri Web Scraping using Scarpy and Deep Learning December 2019 MCA
Meghna Singh Implementation of Deep Learning on Multimedia Dataset December 2019 M.Tech.
Himanshu Shukla Distracted Driver Distraction Using Deep Learning Algorithm December 2019 M.Tech.
Jagdev Rajpoot Object Detection using VGGNet June 2019 MCA
Mohit Mandloi Conference and Workshop Scheduling June 2019 MCA
Soundhar G Digital Twin – A Chatbot June 2019 MCA
Swathika E Image Encryption and Decryption using Chaotic System June 2019 MCA
Ritoo Lodhi Enhance POS (Point of Sales) June 2019 MCA
Joseph Mathew Smart Pill Box for Medicine Reminder and Monitoring System December 2019 MSc
Uma S Arduino Based Hotel/Restaurant Management System December 2019 RS, CA
R Monika Development of IoT Based Rebar Image Scanner using Magnetic Sensor December 2019 RS, ECE
P Vaishnavi Intelligent Traffic Management System December 2019 MSc
Pradeep Kumar K IoT Based Fire Alerting December 2019 MSc
Arijit Biswas Distance Transmitter in Morse Code December 2019 MSc
Anjali C S Morse Code Translator using Arduino December 2019 MSc
G Nagaraj Pandiyan Rasberry PI Botnet Detection using ML December 2019 MSc

Other contribution(s)

  • Electrical complaint registration software developed for Estate maintenance department. (http://emc.nitt.edu/login.php)
  • Software for data entry and analysis of transportation engineering problem survey for Civil Department.

Details of Major R&D Projects

Title of Project Funding Agency From To Ongoing/ Completed
Indexing Multimedia Data DIETY (Visveswaraya Ph.D. Scheme for electronics and IT) 2015 2020 Completed
National Cyber Coordination Center Project for Cyber Threat Intelligence Generation CDAC Mohali 2018 2021 Completed
Natonal Cyber Coordination Center - Sensor Deployment Meity 2021 2023 Ongoing
AI, ML | Attribute Aware Recommender Systems Implications of User Demographics, Context and Item Characteristics Samsung Research Institute Bangalore 13.01.2021 13.08.2021 Completed

Consultancy

Sl. No Name of Organization Year Amount (Rs.)
1. BHEL 2013 10,891/-
2. IDRBT 2017-2021 20,00,000/-
3. CDAC Trivandrum 2019-2021 20,00,000/-
4. CDAC Trivandrum 2021-2023 50,00,000/-

Patent

Name of the Invention Inventor / Co-Inventor Patent Number and Date
A multi-directional display device to enable active user screen time and method thereof Inventor Patent Number: 400556, January 19, 2021 (Granted)
Agile Gaming Device Inventor Filed (App. No. 430185-001)

 Number of Ph.Ds guided/ongoing

Name of the PhD Scholar Title of PhD Thesis Role Year of Award
T. Ravi Chandran Data Clustering and Classification Using Social Spider Optimization Co-Supervisor 2020
K. Nirmal Anti-Phishing methodology to enhance online security Supervisor 2020
N. Karthika Multi-variate data indexing for retrieval, clustering and classification Supervisor 2021
Muraleedharan. N Slow network attacks detection using flow data Supervisor 2022
D. Santhadevi Edge Security Supervisor
Srinadh Swamy Majeti Mobile Security Supervisor
K. Nimmi Mobile Security Supervisor
J. Sheela Text Summarization using Fuzzy Rule and Deep Learning Supervisor 2021
Sanjeev Kumar Malware Detection Supervisor
Purshotam Rao Student Distraction Detection Supervisor
K. Muthurekha Machine Learning on CP Co- Supervisor
Tirukkovalluri Divakar Self-Driving Car Co- Supervisor

Participation in Workshops/ Symposia/ Conferences/ Colloquia /Seminars/ Schools etc. (mentioning the role)

Date (s) Title of Activity Level of Event (International/ National/ Local) Role (Participant/ Speaker/ Chairperson, Paper presenter, Any other) Event Organized by Venue
May 2022 TransfiNITTe 22 Local Judge NIT Trichy NIT Trichy
25th  Feb 2022 5 day faculty development program on Learning, Research and Publishing Local Resource Person Soka Ikeda College of Arts and Science Chennai
18.01.2021 ATAL AICTE Sponsored FDP on Artificial Intelligence National Resource Person Sree Buddha College of Engineering Kerala
8.6.2021 National Webinar on Recent Trends in IoT Local Resource Person Rabiammal Ahamed Maideen College for Women Tiruvarur
29.4.2021 3T - Top Tech Trends - Internet of Things National Session Speaker Rane Polytechnic Technical Campus Trichy
21.9.2021 International Webinar on Recent Trends in Data Science International Session Speaker St. Josephs College Trichy
4.6.2021 Recent Trends in IoT Local Resource Person PSNA College Dindugal
8.6.2020 Virtual FDP on Emerging Applications in Deep Learning National Session Speaker Rajarajeswari College of Engineering Bangalore
9.9.2020 ATAL FDP in  Application Security and Open source Tools for Cyber Security National Resource Person NIT Trichy NIT Trichy
5.7.2021 Aicte Atal Online Elementary FDP in Recent Trends in Cyber Security Domain National Resource Person Manonmaniam Sundaranar University Tamil Nadu
18.11.2020 AICTE Sponsored Six Day Online Short Term Training Programme (STTP3) National Resource Person Saranathan College of Engineering Trichy
27th January 2020 UGC Sponsored Seminar on Cyber Feast Local Session Speaker SRC College, Trichy SRC College, Trichy
30th August 2019 Problem Solving and Python Programming Local Speaker MAM College of Engineering Sirugunur Trichy
14th, 14th December 2019 9th IEEE International Advance Computing Conference IACC 2019 International Conference Session chair MAM College of Engineering Sirugunur Trichy
11th July 2018 Inauguration of First years Program Local Chief Guest address Holy Cross College Holy Cross College
27th February 2018 CHITS, State level Technical Symposium State Chief Guest address Department of Computer Science Bishop Heber College, Trichy
24, 25  January 2018 Two day National Conference on Transforming Technology National Session Speaker Srimad Andavan Arts and Science College Srimad Andavan Arts and Science College
6-9th November 2017 AICET Sponsored FDP on IOT National Session Speaker MAM College of Engineering, Sirugunur MAM College of Engineering, Sirugunur
25 and 26 September 2017 Multimedia Information Retrieval Issues and tools National Session Speaker MAM College of Engineering, Sirugunur MAM College of Engineering, Sirugunur
31.08.2017 and 01.09 2017 MCA and MSc Orientation Program Local Speaker NIT, Trichy NIT, Trichy
27th – 29th July 2015 MCA and MSc Orientation Program Local Speaker NIT, Trichy NIT, Trichy
05.08.2016 Orientation course of I year B. Tech Local Speaker NIT, Trichy NIT, Trichy
13-15 June 2014 International Mechanical Engineering Congress International Organizing committee member NIT, Trichy NIT, Trichy
August 30 and 31, 2014 Version, (Two day National MCA Symposium) paper presentation National Judge Department of  CA NIT, Trichy
March 17 and 18, 2013 Infotreck 2012,  UI Design, Annual ACM Student chapter Local Judge Department of  CA NIT, Trichy
8th March, 2013 Women’s day celebrations of Sadhana of Bishop Heber College Local Chief Guest address Bishop Heber College BHC
9th and 10th of May 2013 Two day workshop on Perspectives on Curriculum Local Participant NITT NITT
05.08.2013 Programming principles Local Lecture NIT Trichy NIT Trichy
13 and 14th December 2012 Paper Presentation Session of INCOSET 2012 Local Session Chair JJCET, Trichy JJCET, Trichy
December. 6th and 7th  2012 FACT 2012 National Technical committee member Department of Mathematics and CA NITT
10th and 11th November, 2012 Two day ISTE workshop on Akash for education conducted by IIT, Bombay National Participant IIT Bombay NITT
13.03.2010 Paper Presentation event, Infotreck 2010, Annual ACM Student chapter Local Judge Department of  CA NIT, Trichy
13.03.2010 Paper Presentation event Infotreck 2010 Annual ACM Student chapter intra collegiate technical event Local Judge Department of  CA NIT, Trichy
Feb. 25,26, 2010 National conference on Advanced pattern mining and Multimedia Computing National Organizing committee Member Department of  CA NIT, Trichy
26.03.10 to 27.03.10 BAIP 2010 International Session Chair Trivandrum Trivandrum
August 28 and 29, 2010 Version (Two day National MCA Symposium) paper presentation Local Judge Department of  CA NIT, Trichy
14th to 15th March, 2008 2 day workshop on Data Analytics and Data Mining National Participant Department of  Maths and Department of CA NIT, Trichy
6th and 7th October 2008 3 day Training Programme on Thesis Preparation using LaTeX Software Local Participant Department of CSE NIT, Trichy
7th, 8th and 9th November, 2008 3 day workshop on Digital Image and Video Processing National Participant Department of  Maths and Department of CA NIT, Trichy
8,9,10th August 2008 3 day workshop on Algorithms National Participant Department of  Maths and Department of CA NIT, Trichy
14th August, 2008 Workshop on Mobile and Pervasive Computing National Participant Department of  CA NIT, Trichy
13th to 17th March, 2007 Short term course under QIP for Engineering College Teachers on Recent trends in Processor Architecture Local Participant Department of CSE NIT Trichy
December 22nd, 2006 Seminar on Research Directions in Information Technology and Applications National Participant Department of Management Studies NIT Trichy
9th to 11 March, 2006 TANSCHE and UGC Sponsored 3 day Workshop on Curriculum development and Evaluation Regional Participant Academic Staff College, Bharathidasan University BHC, Trichy
27.06.2003 to 29.06.2003 Workshop on Christian Studies Sponsored by AIACHE Local Participant BHC, Trichy BHC, Trichy

Workshops/ Symposia/ Conferences/ Colloquia/Seminars Organized (as Chairman/ Organizing Secretary/ Convenor / Co-Convenor)

Title of Activity Level of Event (International/ National/ Local) Date (s) Role Venue
Essence of Emergency Response Support System National 6th to 10th April 2022 Coordinator NIT Trichy
Blockchain and Smart Contract Technology National 25-29 June 2021 Coordinator NIT Trichy
Effective Online Teaching Learning Strategies Batch - 1 National 26th to 31st May 2020 Coordinator NIT Trichy
Effective Online Teaching Learning Strategies Batch - 2 National 22nd to 27th June 2020 Coordinator NIT Trichy
Effective Online Teaching Learning Strategies Batch - 3 National 03rd to 8th August 2020 Coordinator NIT Trichy
OPTIMA National 19th , 20th October 2019 Faculty Advisor NIT, Trichy
Cyber Security National 1st to 5th July 2019 Coordinator NIT, Trichy
TechnoFania National 23rd and 24th March 2019 Faculty Advisor NIT, Trichy
Recent Trends in Computer Applications National Conference 26th ,27th April 2019 Secretary NIT Trichy
IoT and Security National 3rd to 7th December 2018 Coordinator NIT Trichy
OPTIMA National 27th , 28th October 2018 Faculty Advisor NIT, Trichy
TechnoFania National 11th March 2018 Faculty Advisor NIT, Trichy
OPTIMA National 13th October 2017 Faculty Advisor NIT, Trichy
OSOC Local 29th and 30th September 2017 Faculty Advisor NIT, Trichy
Master your Moodle Local 15th and 16th March 2017 Coordinator NIT, Trichy
Internet Protocol standards with CDAC Regional 29.07.2016 Coordinator NIT, Trichy
Application of ICT Tools for Pedagogy development to technical education Teachers National 4th to 8th April 2016 Coordinator NIT, Trichy
Leadership Training Local 11.03.2016 Coordinator NIT, Trichy
Visual Sensor Networks National November 2015 Coordinator NIT, Trichy
Tools and Techniques for Information Processing Research Local 11th and 12th September 2015 Coordinator NIT, Trichy
IBM Cloud workshop Local 9.11.2013 Coordinator NIT, Trichy
OSOC Workshop Local 19.04.2013 Faculty Advisor NIT, Trichy
OSOC Workshop Local 17.10.2013 Faculty Advisor NIT, Trichy
OSOC Workshop Local 19.10.2013 Faculty Advisor NIT, Trichy
OSOC Workshop Local 22.10.2013 Faculty Advisor NIT, Trichy

Invited Talks delivered

Topic Date Inviting Organization
Edge Security 05-07-2021 NIT Trichy
Recent trends in IoT 7.6.21 Rabiammal Ahamed Maideen College for women thiruvarur,
Data Science Using python February 07,2022 Rajiv Gandhi National Institute of Youth Development
Python Programming 29.08.2019 MAM College of Engineering, Sirugunur
Chief Guest Address 27th February 2018 Bishop Heber College
Disruptive Technologies 24th January 2018 Srimad Andavan Arts and Science College
IoT and Security 8th November 2017 MAM College of Engineering, Sirugunur
Multimedia Information Retrieval Issues and tools 25th September 2017 MAM College of Engineering, Sirugunur
Indexing Textual Data 25.05.2009 to 6.06.2009 FDP on “Data Warehousing and Data Mining conducted by the Department of Computer Applications, NIT, Trichy -15
Motivation for Fresher’s July 9, 2010 Bishop Heber College
C Programming 22.08.13 Orientation Programme of Bridge Course, NIT, Trichy
Motivation to Fresher’s 7.8.2016 NIT, Trichy
Academic Ethics 07.08.2014 ( every year ) NIT, Trichy
Lectures on Programming Languages 7.12.12 and 11.12.12 Finishing school students in the UKIERI Projects on Preparing Graduates for Business Life, in NIT, Trichy

Membership of Learned Societies

Type of Membership (Ordinary Member/ Honorary Member / Life Member ) Organization Membership No. with date
Life Member ISC L24000
Senior Member IEEE 91092990
Professional Member ACM 7800754
Life Member CSI 01153035
Life Member ISTE LM95869
Life Member IAENG 109374
Life Member IACSIT 80337721
Member IBM Academic Initiative
Member Open Source Initiative

Academic Foreign Visits

Country Duration of Visit Programme
Malaysia 05.12.2010 to 07.12.2010 Paper presentation for Conference

Publications

Scopus Author ID: 35786218500 Web of Science ResearcherID: Q-6316-2019 ORCID ID: 0000-0001-7030-9634

(A) Refereed Research Journals:

Author(s) Title of Paper Journal Volume (No.) Page numbers Year doi Impact Factor of the Journal
Nimmi, K.,Janet, B.,Selvan, A.K.,Sivakumaran, N. Pre-trained ensemble model for identification of emotion during COVID-19 based on emergency response support system dataset Applied Soft Computing 122, 108842 2022, https://doi.org/10.1016/j.asoc.2022.108842
Nirmal, K.,Janet, B.,Kumar, R. Enhancing online security using selective DOM approach to counter phishing attacks Concurrency and Computation: Practice and Experience Volume 34, Issue 7 15320626 10.1002/cpe.5525
Kumar, S.,Janet, B. DTMIC: Deep transfer learning for malware image classification Journal of Information Security and Applications Volume 64, February 2022 https://doi.org/10.1016/j.jisa.2021.103063 4.96
SanjeevKumarB.Janet Distinguishing malicious programs based on visualization and hybrid learning algorithms Computer Networks Volume 201, 24 December 2021 https://doi.org/10.1016/j.comnet.2021.108595
Majeti, S.S., Janet, B., Dhavale, N.P Security capability maturity model for mobile applications International journal of modern agriculture 2020 WOS:00 0618861 900093
Muraleedharan, N.,Janet, B. Scaffy: A slow denial-of-service attack classification model using flow data International Journal of Information Security and Privacy, 15(3), pp. 106–128 2021,
Santhadevi D, Janet B IoT Malware Detection using Machine Learning Ensemble Algorithms International Journal of Advance Science and Technology Vol. 29, No. 10 pp. 8006-8016 2020
Muraleedharan, N.,Janet, B. A deep learning based HTTP slow DoS classification approach using flow data ICT Express 7(2) 210–214 2021 10.4018/IJISP.2021070107
N. Muraleedharan and B. Janet Flow-based machine learning approach for slow HTTP distributed denial of service attack classification International Journal of Computational Science and Engineering Vol. 24, No. 2 pp 147-161 2021 https://www.inderscienceonline.com/doi/abs/10.1504/IJCSE.2021.115101
Karthika, N.,Janet, B. Deep convolutional network for urbansound classification Sadhana - Academy Proceedings in Engineering Sciences, 45(1) 210 2020
Sheela, J., Janet, B. An abstractive summary generation system for customer reviews and news article using deep learning Journal of Ambient Intelligence and Humanized Computing 12(7) pp. 7363–7373 2021 https://doi.org/10.1007/s12652-022-04259-0
Nirmal, K., Janet, B., Kumar, R. Analyzing and eliminating phishing threats in IoT, network and other Web applications using iterative intersection Peer-to-Peer Networking and Applications WoS
T. Ravi Chandran, A. V. Reddy, and B. Janet A novel variant of social spider optimization using enhanced mating and single cluster representation for data clustering Peerj Computer Science June2019 ESCI, SCOPUS
R. Joshua Arul Kumar, S. Titus, B. Janet, A novel andefficient classifier using spiking neural network The Journal of Supercomputing 1-16 May 2019 SCI(1.53)
T. Ravi Chandra, A. V. Reddy, and B. Janet A Novel Data Classifier using Social Spider Optimization International Journal of Innovative Technology and Exploring Engineering June 2019 SCOPUS
N.Karthika and B.Janet Feature Pair index graph for clustering Journal of Intelligent Systems January 2019 SCI (0.17)
T. Ravi Chandra, A. V. Reddy, and B. Janet A Novel Bio-Inspired Algorithm Based on Social Spiders for Improving Performance and Efficiency of Data Clustering Journal of Intelligent Systems 2018 SCI (0.17)
T. Ravi Chandra, A. V. Reddy, and B. Janet Text Clustering quality improvement using a hybrid Social Spider Optimization International Journal of Applied Engineering Research 12 (6) 995-1008 2017 SCOPUS
Janet B. and A.V. Reddy Index Model for Image Retrieval using SIFT Distortion Intelligent Information and Database Systems 6 (3) 289-306 2012 SCOPUS
Janet B., A.V. Reddy and S. Domnic Locally Global Codebook for Image Retrieval and Clustering using Vector Quantization ICTACT Journal On Image And Video Processing 2 (4) 397-404 2012 ICV - 5.09
Janet B. and A.V. Reddy Cube Index: A Text Index Model for Retrieval and Mining IJCA 9 (20) 192-330 2010 http://www.ijcaonline. org/archives/ number9/
Janet B. and A.V. Reddy Wordpair Index: A Nextword Index Structure for Phrase Retrieval Special Issue of IJRTE 3 (2) 147-149 2010 URI: http://www.searchdl.org/index.php/journalclient/ viewthispaper/6/6/15/131
Janet B. and A.V. Reddy Cube Index for Text and Image Information Retrieval and Mining Advances in Computing 1(1) 1-7 2011 DOI: 10.5923/j.ac.20110101.01
Janet B. and A.V. Reddy A Study on the Effect of Codebook and Codevector Size on Image Retrieval Using Vector Quantization Computer Science and Engineering 1(1) 1-7 2011 DOI: 10. 5923/j.computer. 20110101.01

(B) Conferences/Workshops/Symposia Proceedings

Author(s) Title of Abstract/ Paper Title of the Proceedings Page numbers Conference Theme Venue Year doi
Purushottama Rao, K., Janet, B. Teacher Assistance System to Detect Distracted Students in Online Classroom Environment Proceedings - 4th International Conference on Smart Systems and Inventive Technology, ICSSIT 2022 Pages 1743 - 1749 4th International Conference on Smart Systems and Inventive Technology, ICSSIT 2022 Tirunelveli 2022 10.1109/ICSSIT53264.2022.9716406
Janet, B., Nikam, A., Kumar R, J.A. Real Time Malicious URL Detection on twitch using Machine Learning Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022 Pages 1185 - 1189 Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022 Tuticorin 2022 10.1109/ICEARS53579.2022.9751862
Janet, B., Kumar R., J.A., Bandopadhyay, S., Titus, S. Smart Streetlight with Intelligent Sound Detection System Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022 Pages 1841 - 1845 Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022 Tuticorin 2022
10.1109/ICEARS53579.2022.9752171
Janet B; Joshua Arul Kumar R; Anisha Mitra; Titus S Education Data Analysis using Ensemble Models 4th International Conference on Smart Systems and Inventive Technology (ICSSIT) pp. 1612-1617 4th International Conference on Smart Systems and Inventive Technology (ICSSIT) Tamil Nadu 2022 10.1109/ICSSIT53264.2022.9716453.
Janet, B., Ghosh, A., Kumar R, J.A. End-to-End Encryption and Prediction of Medical Insurance Cost 2022 6th International Conference on Trends in Electronics and Informatics, ICOEI 2022 - Proceedings Pages 846 - 850 2022 6th International Conference on Trends in Electronics and Informatics, ICOEI Tirunelveli 2022 10.1109/ICOEI53556.2022.9777238
Elias, E.P., Santhanavijayan, A., Janet, B., Arul, K.R.J. OTP System Based on ECC Key Exchange 2022 International Conference on Communication, Computing and Internet of Things, IC3IoT 2022 - Proceedings 179256 2022 International Conference on Communication, Computing and Internet of Things, IC3IoT 2022 Chennai 2022 10.1109/IC3IOT53935.2022.9768019
Selvan, A.K., Janet, B., Bhattacharjee, R., Sivakumaran, N. Opinion mining based crime classification model for emergency data Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks, ICICV 2021 Pages 1544 - 1547 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks, ICICV 2021 Tirunelveli 2021 10.1109/ICICV50876.2021.9388390
Abdul Jamsheed V.Janet B. Reddy, U. Srinivasulu Real time detection of driver distraction using CNN Proceedings of the 3rd International Conference on Smart Systems and Inventive Technology Pages 185 - 191 3rd International Conference on Smart Systems and Inventive Technology, ICSSIT 2020 Tirunelveli August 2020 10.1109/ICSSIT48917.2020.9214233
Kalaiselvan, Nimmi, Janet, Sivakumaran Comparison of SPAM detection using machine learning and deep learning techniques International Conference on Instrumentation and Control Engineering 2019 Trichy, India 2019
Swathika Elango, Karthika Natarajan and Janet Barnabas Image Encryption and Decryption using Chaotic System 9th IEEE International Advance Computing Conference (IACC 2019) Trichy, India 2019
Jitendra Kumar, Balaji Rajendran, A. Santhanavijayan, Bindhumadhava BS Phishing Website Classification and Detection Using Machine Learning International Conference on computer communication and Informatics 2019 Coimbatore, India 2019
R. Monika, B. Janet, Sentiment Analysis of US Airlines Tweets using LSTM/RNN 9th IEEE International Advance Computing Conference (IACC 2019) Trichy, India 2019
Rohit Kumar, Janet Barnabas Santhadevi, Outcome Classification in Cricket Using Deep Learning 8th IEEE international conference on cloud computing in emerging markets Bangalore, India 2019
Sanjeev Kumar, B. Janet Multiplatform Honeypot for generation of cyber threat intelligence 9th IEEE International Advance Computing Conference (IACC 2019) Trichy, India 2019
Yahmozhi T., B. Janet Natural language processing and Machine learning based phishing website detection system 3rd IEEE International Conference on IoT in Social, Mobile, Analytics and Cloud Coimbatore, India 2019
Srinadh Swamy Majeti, Arjun Basu, Narendra P Dhavale and Barnabas Janet, Automated Extraction and Analysis of Usability attributes from PlayStore Reviews IndiaHCI 2019 Hyderabad, India 2019
Joshua Arul Kumar Ranjan, Titus Sigamani and Janet Barnabas A Bio-plausible Network Model for Classification of images AISGSC 2019 Coimbatore India 2019
Joshua Arul Kumar Ranjan, Titus Sigamani and Janet B A Novel and Efficient Classifier using Spiking Neural Network AICV'18 Chennai india 2018
Sanjeev Kumar, B. Janet Automated Cyber Threat Intelligence Generation from Honeypot Data International Conference on Inventive Communication and Computational Technologies (Springer, SCOPUS Indexed) Namakkal,India 2019
Nimmi K. , B. Janet An analysis of the balance between security and utility of mobile applications IEEE International Conference on Circuits and Systems in Digital Enterprise Technology (IEEE explore) Kerala 2019
Muraleedharan N., and B. Janet A flow based anomaly detection system for slow DDoS attack on HTTP International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (Springer) NIT Kurukshetra 2019
Santhadevi, B. Janet Security Challenges in Computing System, Communication Technology and protocols in IoT system IEEE- International Conference on Circuits and Systems in Digital Enterprise Technology (IEEE explore) SAINTGITS, Kerala 2018
Srinadh Swamy Majeti, B. Janet, N. P. Dhavale, Faheem Habib Study and Ranking of Vulnerabilities in the Indian Mobile Banking Applications using Static Analysis and Bayes Classification International Conference on Computational Intelligence and Informatics (Springer) JNTU Hyderabad 2018
N. Karthika B. Janet Clustering Performance Analysis International Conference on
Advanced Computing and Intelligent Engineering (Springer)
Bhubaneswar, India 2018
T. Ravi chandran, A.V. Reddy, B.Janet, An effective implementation of Social Spider Optimization for text document clustering using single cluster approach International Conference on Inventive Communication (IEEE explore) 508-511 Chennai 2018
K Nirmal Dr. B. Janet Dr. R. Kumar It’s more than stealing cookies – exploitability of XSS International Conference on Inventive Research in Computing Applications (IEEE Explore) 490-493 Madurai, India 2018
K Nirmal Dr. B. Janet Dr. R. Kumar Web Application Vulnerabilities – The Hacker’s Treasure International Conference on Inventive Research in Computing Applications (IEEE explore) 58 - 62 Coimbatore, India | 2018
T. Ravi Chandran, A. V. Reddy, and B. Janet An effective implementation of Social Spider Optimization for text document clustering using single cluster approach ICICCT 2018 (IEEE explore) 508-511 Coimbatore, India. 2018
T. Ravi Chandran, A. V. Reddy, and B. Janet Performance comparison of social spider optimization for data clustering with other clustering methods Proceedings of the 2nd International Conference on Inventive computation technologies, (IEEE explore) 1119-1125 Coimbatore, India 2018
N. Karthika, B. Janet Word pair Index Structure for Information Retrieval using terrier 3.5 International Conference on Computational Intelligence in Data Science (IEEE explore) 1-6 Chennai 2017
Muraleedharan N and B. Janet Behaviour Analysis of HTTP based Slow Denial of Service Attack International Conference on Wireless Communications Signal Processing and Networking (IEEE explore) 1851-1856 Kalavakkam, Tamil Nadu 2017
T Ravi Chandran, AV Reddy, B Janet A social spider optimization approach for clustering text documents International Conference on Advances in Electrical, Electronics, Information, Communication and Bio-Informatics (IEEE explore) 22-26 Chennai, India 2016
K Nirmal, B Janet, R Kumar Phishing-the threat that still exists Computing and Communications Technologies (ICCCT) (IEEE explore) 139-143 Chennai, India 2015
B. Janet, R. Roslin Mary Proposal of a new Patient specific Open CAD Architecture for Thoracic Aortic Aneurysm (TAA) Emerging Research In Computing, Information, Communication And Applications (Elsevier) 243-248 Bangalore, India 2014
B. Janet, R. Roslin Mary A Novel Computer Aided Diagnosis System For Thorasic Arotic Anurysm Eighth International Conference On Image And Signal Processing (Elsevier) 331-336 Bangalore, India 2014
Janet B., Reddy A.V Cube Index for Unstructured Text Analysis and Mining Proceedings of ICCCS(IEEE Explore) 397-402 Odisha, India 2011
Janet B., Reddy A.V., Domnic S Vector Quantization Based Index Cube Model for Image Retrieval Proc. of Fourth Pacific-Rim Symposium on Image and Video Technology (IEEE explore) 27-32 Singapore, 2010
Janet B., Reddy A.V., Image Index Model for Retrieval using Hadusdorff Distance Proceedings of Int. Conf. on Computer Applications and Industrial Electronics (ICCAIE) (ACM Digital library) 85-89 Kuala Lumpur, Malaysia, 2010
Janet B., Reddy A.V., Domnic S Incremental Codebook Generation for Vector Quantization in Large Scale Content Based Image Retrieval Proceedings of IEEE Int. Conf. CISR (IEEE explore) 223-226 Coimbatore, India 2010
Karthika.N Janet.B Preyas pohre Cube index visualization using TensorBoard Recent Trends in Computer Applications 114-117 2019 NIT ,Trichy
Sanjeev Kumar, Mrs. B. Janet, Mrs. R. Eswari and Amit Kumar Honeypot for Embedded and IoT Devices National Conference on Recent Trends in Computer Applications 52-56 2019 NIT Trichy
Hiran Nandy, B. Janet A Comparative Analysis of Performances of Various Deep Learning Based Models on IMDB Dataset Recent Trends in Computer Applications 1-4 2019 NIT ,Trichy
Guru Prasad R.Jadhav, B. Janet Credit Card Fraud Detection Using Auto Encoder with Random Forest Recent Trends in Computer Applications 40-43 2019 NIT ,Trichy
K Mutureka, U. Srinivasulu Reddy, B. Janet Multiclass Classification for Question-Answering Forum using RNN Recent Trends in Computer Applications 87-90 2019 NIT ,Trichy
Upendra Cheedella, B. Janet Classification of Toxic Comments using Neural Networks - GRU’s Recent Trends in Computer Applications 91-94 2019 NIT ,Trichy
R. Swamy Sriharsha, B. Janet Demand Prediction of Taxi Pickups in New York Recent Trends in Computer Applications 95-97 2019 NIT ,Trichy
Phani Raj R., B. Janet, U. Srinivasulu Reddy Developing a Predictive Keyboard using Recurrent Neural Networks Recent Trends in Computer Applications 98-101 2019 NIT ,Trichy
Anirban Pathak, B. Janet Music Generation Using LSTM Recent Trends in Computer Applications 102-105 2019 NIT ,Trichy
Sharfuddin Waseem Mohammed, B. Janet, M. Brindha A Hybrid Neural Network Model for Intruder Detection using GRU and Modified Kernel of SVM Recent Trends in Computer Applications 106-109 2019 NIT ,Trichy

(C) Books & Monographs

Author(s) Title of Book/Monograph Name of Publishers Year of Publication ISSN/ISBN Number doi
Janet B., Reddy A.V., Domnic S. An Image Index Model for Retrieval Springer-Verlag Berlin Heidelberg 2010 978-3-642-12214-9
N. Karthika, B. Janet Performance Analysis of Information Retrieval Models on Word Pair Index Structure. Springer, Singapore 2018 978-981-10-8568-0
B. Janet and Pethuru Raj Smart City Applications: The Smart Leverage of the Internet of Things (IoT) Paradigm IGI Global 2019 ISSN: 2327-039X| EISSN: 2327-0403| ISBN13: 9781522590231|
Nimmi K, Janet B,
Akshi Kumar, Varun G Menon
Handbook of Research on Emerging Trends and Applications of Machine Learning IGI Global 2019 10.4018/978-1-5225-9643-1.ch010
B. Janet and Pethuru Raj The human body: A digital twin of the cyber physical systems Advances in Computers 2019 2-s2.0-85073984677 https://doi.org/10.1016/bs.adcom.2019.09.004
N. Karthika, B. Janet Clustering Performance Analysis Advanced Computing and Intelligent Engineering, Springer Nature Singapore Pte Ltd. 2020 213334061 10.1007/978-981-15-1081-6_3
Majeti, S.S., Janet, B., Dhavale, N.P. Analysis of Inappropriate Usage of Cryptographic Primitives in Indian Mobile Financial Applications Lecture Notes on Data Engineering and Communications Technologies 2021 23674512 10.1007/978-981-15-8767-2_19
Sanjeev, K., Janet, B., Eswari, R. Automated Cyber Threat Intelligence Generation From Honeypot Data Lecture Notes in Networks and Systems, Springer 2020 23673370 10.1007/978-981-15-0146-3_56
Nimmi K.;Varun G. Menon;Janet B.;Akshi Kumar Deep Learning for Next-Generation Inventive Wireless Networks IGI Global 2020 9781522596431 10.4018/978-1-5225-9643-1.ch010
D. Santhadevi;B. Janet EIDIMA: Edge-based Intrusion Detection of IoT Malware Attacks using Decision Tree-based Boosting Algorithms Lecture Notes in Electrical Engineering(LNEE, volume 853) 2022 978-981-16-9885-9 10.1007/978-981-16-9885-9_37

Contact Address

Dr. (Mrs.) B. Janet
Associate Professor

LYCEUM 108

Department of Computer Applications
National Institute of Technology
Tiruchirapalli-620015
Phone: 0431 2503741
Email: janet@nitt.edu

https://www.nitt.edu/home/academics/departments/ca/facultymca/janet/

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