Dr. Nazrul Hoque

Designation: Assistant Professor

Specialization: Networks, Machine Learning

Contact: +91-9864967675

Email: nazrul [AT] manipuruniv.ac.in

Ph.D., M.Tech (IT) Tezpur University

Faculty Details Faculty List

Name: Dr. Nazrul Hoque

Designation: Assistant Professor

Department: Computer Science

Specialization: Networks, Machine Learning

Phone No: +91-9864967675

Email: nazrul [AT] manipuruniv.ac.in

 

RESEARCH INTERESTS

• Network Security

• Machine Learning

• IoT

EDUCATION

• Ph.D, July 2017 – Tezpur University, Napaam, Tezpur, Assam

• M.Tech (IT), June 2012 – Tezpur University, Napaam, Tezpur, Assam

 

PROFESSIONAL EXPERIENCE

• Assistant Professor, Manipur University, Canchipur - 795003, Imphal, Manipur , India, March 2020 – continue

• Assistant Professor, Tezpur University, Napaam, Tezpur, Assam-784028, March 2018 – March, 2020

• Assistant Professor, Kaziranga University, Jorhat, Assam-785006, Feb, 2017 – 26 Mar, 2017

• Faculty (Part Time), DOEACC Training Program, Tezpur University, Napaam, Sonitpur Assam-784028, June, 2012 – December, 2015

• Lecturer, Rangia College, Kamrup, Rangia, Assam-781354, August 2009 – March, 2010

 

RESEARCH / FIELD WORK EXPERIENCE

• Senior Research Fellow, Department of CSE, Tezpur University, Napaam, Sonitpur, Assam-784028, June’ 2012–April’2014

 

Journal Publications:

 

1. N Hoque, M H Bhuyan, R C Baishya, D K Bhattacharyya, J K Kalita, Network attacks: Taxonomy, tools and systems, Journal of Network and Computer Applications, Vol-40 (2014) pp 307-324, Elsevier, 2013. (SCI IF: 5.273)

2. N Hoque, D K Bhattacharyya, J K Kalita, MIFS-ND: A Mutual Information-based Feature Selection Method, Expert Systems with Applications, Vol 41 (2014), pp 6371-6385, Elsevier, 2014. (SCI, IF: 4.29)

3. N Hoque, D K Bhattacharyya, J K Kalita, DDoS in Botnet Attacks: Trends and Challenges, IEEE Communications Surveys and Tutorials, Vol 17 (4), 2242 - 2270 IEEE, 2015. (SCI, IF: 22.97)

4. N Hoque, D K Bhattacharyya, J K Kalita, A Real-Time DDoS Attack Detection Method using FPGA, Computer Communications, Vol 110(2017), pp 48-58, Elsevier. (SCI IF: 2.766)

5. N Hoque, D K Bhattacharyya, J K Kalita, FFSc: A novel Measure for Low-rate and High-rate DDoS Attack Detection using Multivariate Data Analysis, Security and Communication networks, 9 (13), 2032-2041, Wiley, 2016. (SCI, IF: 1.06)

6. N Hoque, H A Ahmed, D K Bhattacharyya, J K Kalita, FMIFS-ND: A Fuzzy Feature Selection Method for Classification, Fuzzy Information and Engineering, Vol 8, pp 355-384, 2016, Elsevier.

7. H. Kashyap, H A Ahmed, N Hoque, Swarup Roy, D K Bhattacharyya, Big Data Analytics in Bioinformatics: Architectures, Techniques, Tools and Issues, Accepted for publication in the journal Network Modeling and Analysis in Health Informatics and Bioinformatics (NetMAHIB), Vol 5 (1), pp. 1-28, Springer, 2016.

8. N. Hoque, M. Singh and D. K. Bhattacharyya, EFS-MI: An Ensemble Feature Selection Method for Classification, Complex and Intelligent Systems, Vol(3) No. 4, pp 1-14, Springer, 2017.

9. N Hoque, H A Ahmed, D K Bhattacharyya, J K Kalita, A New Method for Incremental Feature Selection, Informatica, An International Journal of Computing and Informatics, (Accepted).

10. An Unsupervised Method for Detection of XSS Attack. S Goswami, N Hoque, DK Bhattacharyya, J Kalita IJ Network Security 19 (5), 761-775

Conference Publications:

 

1. N Hoque, H A Ahmed, D K Bhattacharyya, Empirical Analysis of Proximity Measures in Machine Learning, In the proceedings of 1^st International Conference on Computational Intelligence in Pattern Recognition (ICPR-19), Shibpur, Kolkata, India, Springer 2019

2. N Hoque, D K Bhattacharyya, J K Kalita, DDoS Attack Detection using Multivariate Correlation Analysis, In the proceedings of 3^rd International Conference on Computing, Communication and Sensor Network (CCSN-2014), Puri, Odisha, 2014.

3. N Hoque, B Nath, D K Bhattacharyya, An Efficient Approach on Rare Association Rule Mining, Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), pp 193-203, Springer India.

4. N Hoque, H A Ahmed, D K Bhattacharyya, J K Kalita, An Efficient KNN based Classifier Over Optimal Feature Space, Accepted for publication in the International Conference on Computers and Management (ICCM) 2015, Rajasthan, Jaipur.

5. N Hoque, D K Bhattacharyya, J K Kalita, A Novel Measure for Low-rate and High-rate DDoS Attack Detection using Multivariate Data Analysis, In the proceedings of 8^th International Conference on COMmunication Systems and NETworkS (COMSNETS-2016), Bangalore, India, IEEE Publisher.

6. N Hoque, M H Bhuyan, R C Baishya, D K Bhattacharyya, J K Kalita A Review on Network Security Tools and Systems, Proceedings of National Workshop on Network Security 2013, Tezpur University, pp 36-45, Narosa Publication

7. N Hoque, D K Bhattacharyya, J K Kalita, An Alert Analysis Approach to DDoS Attack Detection, In the proceedings of 1^st International Conference on Accessibility to Digital World (ICADW), IEEE Publisher, Guwahati, Assam, 2016

 

Achievements:

1. Qualify UGC-NET (98.67 percentile)

2. Received 2nd Best Doctoral Thesis Award in the 3^rd International Conference on Security and Privacy (ISEA-ISAP 2020) held on Feb 27- Mar 01, 2020 at IIT Guwahati, Guwahati, Assam.

3. Selected for UGC Basic Science Research Fellowship and Maulana Azad National Fellowship.