Dr. Rup Kumar Deka

Dr. Rup Kumar Deka

About

Specialization:
Machine learning, Network Security

Qualification

Degree/Examination

Board/ University

Completion Year

Marks (Percentage/CGPA)

Ph. D.

Tezpur University

2019

8.5 (85%)[Course Work]

M. Tech.(IT)

Tezpur University

2014

8.6 (86%)

B.E. (CSE)

Gauhati University

2012

74.58

H.S. (12th)

A.H.S.E.C.

2008

71.80

H.S.L.C. (10th)

S.E.B.A.

2006

77.67

Personal Interest

 Playing Cricket, Table Tennis, Badminton, Chess, Computer Games.  Writing Poem, Short Play, Drama, Movie Script.  Direction in Drama.  Creative Group Discussion.

Working Experience

Organization      : AMTRON, Guwahati, Assam, India             

30 days in June‐July, 2011

Title                      :   Summer Internship

Project Title    : WEB DESIGNING and ACCESS CONTROL USING BIOMETRICS

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Organization      :   Tezpur University           

20 November, 2014 to 1 September, 2015

Title                      :   Junior Research Fellow   

Funded by          :   MHRD Sponsored Centre of Excellence under FAST project

Project Title    : Machine Learning Research and Big Data Analysis

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Organization      :   Tezpur University                     

2 September, 2015 to 10 July, 2018

Title                      :   Senior Research Fellow   

Funded by          :   MHRD Sponsored Centre of Excellence under FAST project

Project Title    : Machine Learning Research and Big Data Analysis

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Organization      :   Tezpur University                                               

 January, 2015 – June, 2018

Title                      :   Laboratory Teaching Assistant

Responsibilities: For 4 semesters in C language and 2 semesters in MySql

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Organization      :   The ICFAI University, Tripura (ICFAI)         

16 July, 2018 – 21 June, 2019

Title                      :   Assistant Professor

Students              :   B. Tech, BCA, MCA

Responsibilities: Teaching, Research & Administrative

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Organization      :   Assam Don Bosco University, Azara Campus, Guwahati, Assam, India (ADBU)      

11 July, 2019 – 17 June, 2023

Title                      :   Assistant Professor

Students              :   B. Tech, M. Tech., BCA, MCA

Responsibilities: Teaching, Research & Administrative

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Organization      :   Vellore Institute of technology, Vellore (VIT)          

27 June, 2023 – 12 July, 2024

Title                      :   Assistant Professor Senior Grade 2

Students              :   B. Tech, M. Tech.

Responsibilities: Teaching, Research & Administrative

Research

Journal Articles

  • Title: Network Defence: Approaches, Methods and Techniques. Journal of Network and Computer Applications, Elsevier, Vol. 57, pp. - 71-84, 2015. Impact Factor: 7.7

Authors – Rup kumar Deka, KP Kalita, DK Bhattacharya, and JK Kalita

  • Title: Self‐similarity based DDoS attack detection using Hurst parameter. Security and Communication Networks, Wiley, Vol. 9(17), pp. - 4468-4481, 2016. Impact Factor: 1.791

Author - Rup kumar Deka and DK Bhattacharya

  • Title: Granger Causality in TCP Flooding Attack. International Journal of Network Security, 21, (DOI: 10.6633/IJNS.201903.21, 2019. Impact Factor: 0.64

Author - Rup kumar Deka, DK Bhattacharyya, and JK Kalita

  • Title: Active Learning to Detect Abnormality Using Ranked Feature. Computer Communications, Vol. 145, pp. - 203-222, 2019. Impact Factor: 4.5

  Author - Rup kumar Deka, DK Bhattacharyya, and JK Kalita

  • Title: Smart Healthcare System in Server-Less Environment: Concepts, Architecture, Challenges, Future Directions. Computers, Vol. 13(4), pp. - 105, 2024. Impact Factor: 2.6

  Author - Rup Kumar Deka, Akash Ghosh, Sandeep Nanda, Rabindra Kumar Barik, Manob Jyoti Saikia

Book Chapter (Peer Reviewed)

  • Title: DDoS Attacks: Tools, Mitigation Approaches, and Probable Impact on Private Cloud Environment. (In Press)

Author - Rup kumar Deka, DK Bhattacharyya, and JK Kalita

Book Title- Big Data Analytics for Internet of Things, Indexed By- Scopus, Published By- Wiley, 2021, 286-319.

Editor- Dr. Mohammad Ahsan Chishti, Tausifa Jan Saleem, Address- Department of Computer Science and Engineering, National Institute of Technology Srinagar, India.

  • Title: A Smart Feature Reduction Approach to Detect Botnet Attack in IoT

Authors: Rup Kumar Deka, Kausthav Pratim Kalita, Dhruba Kumar Bhattacharyya, Debojit Boro.

Book Title: Emerging Technologies for Smart Cities, Lecture Notes in Electrical Engineering (LNEE), Indexed By- Scopus, Published By- Springer, 2021, 17-23.

  • Title: Integration of IoT and Blockchain Technology for Smart Cities

Authors: Jerry Casper Kharbhih, Kausthav Pratim Kalita, Rup Kumar Deka

Book Title: Emerging Technologies for Smart Cities, Lecture Notes in Electrical Engineering (LNEE), Indexed By- Scopus, Published By- Springer, 2021, 1-7.

 

 

 

Conference/ Seminar Articles

  • Presented Article Topic: A Secured Template Based Face Recognition Technique.

Presented By: Rup Kumar Deka, Deepjyoti Mazumdar

Authors: Minakshi Gogoi, Rup Kr. Deka, Deepjyoti Mazumdar, Manasjyoti Barman, Rupam Das

In: The International Conference of Advanced Computer Science & Information Technology, Chennai, India, 2012.

  • Presented Article: A Smart Feature Reduction Approach to Detect Botnet Attack in IoT

Presented By: Rup Kumar Deka, Kausthav Pratim Kalita

Authors: Rup Kumar Deka, Kausthav Pratim Kalita, Dhruba Kr. Bhattacharyya, Debojit Boro.

In: EGTET-2020, Lecture Notes in Electrical Engineering (LNEE) – Springer. (Accepted)

  • Paper Title: Integration of Internet of Things and Block chain Technology for Smart Cities

Presented By: Jerry Casper Kharbhih

Authors: Jerry Casper Kharbhih, Kausthav Pratim Kalita, Rup Kumar Deka

In: EGTET-2020

  • Paper Title: Analysing Behaviour to Detect Cervical Cancer

Presented By: Rup Kumar Deka

Authors: Rup Kumar Deka

In: COMSYS, 2021, Springer

  • Paper Title: Labelling Unknown Samples

Presented By: Rup Kumar Deka

Authors: Rup Kumar Deka

In: ICECCME 2021, IEEE

  • Paper Title: A Blockchain-based Model for Maternal Health Information Exchange and Prediction of Health Risks using Machine Learning

Presented By: Kausthav Pratim Kalita

Authors: Kausthav Pratim Kalita, Sarat Kumar Chettri, and Rup Kumar Deka       

In: IITCEE 2023, IEEE

  • Paper Title: Image Representation of Numerical Data-points for Classification Using Convolutional Neural Network

Presented By: Rup Kumar Deka

Authors: Rup Kumar Deka, Kausthav Pratim Kalita, and Sarat Kumar Chettri

In: ICECCME 2021, IEEE

Field of Research

  1. Machine Learning
  2. Network Security: DDoS Attack Defence
  3. Image Processing
  4. Data Science

Awards & Achievements

  1. Secured Third in Mathematical Talent Search Exam, 2002.
  2. Certified For Merit in Jigyas Talent Search Examination 2003, 2004, 2005.
  3. Achieved Successful Participation Certificate In 9th National Science Olympiad.
  4. Organized Philately exhibition in Tezpur University as the Co-Founder in 2012‐2013.
  5. Participated in Nagaranaam Competition in XVII Annual Meet, in Tezpur University (2014‐2015) and secured First Position.
  6. Participated in Skit Play Competition in Swarnil Basant, 2016 (Spring Festival in Tezpur University) and secured First Position.
  7. Participated in Skit Play Competition in XX Annual Meet, in Tezpur University (2016‐2017) and secured First Position.
  8. Participated in One Act Play Competition in XX Annual Meet, in Tezpur University (2016‐2017) and secured Second Position.
  9. Awarded as Best Director (One Act Play) in XX Annual Meet, in Tezpur University (2016‐2017).