Satyendr Singh
Senior Member ACM, IEEE
Assistant Professor
Department of Computer Science & Engineering, School of Engineering & Technology,
BML Munjal University, Gurugram, Haryana, India - 122413
E-mail: singh[dot]satyendr2904[at]gmail[dot]com, satyendr[dot]singh[at]bmu[dot]edu[dot]in
Phone: +91- 8307-206-275
Profiles: Linkedin, ORCID, ResearcherID, Scopus, ACM, IEEE, Vidwan
Research Interests
Natural Language Processing, Machine Learning, Computational Statistics, Security & Cryptography
Education
P. G. Diploma (Data Science in Health & Climate Change for Social Impact), IIIT Delhi, India, 2023-2024
P. G. Diploma (Statistics), Panjab University, Chandigarh, India, 2017-2019
D.Phil. (Computer Science), University of Allahabad, Prayagraj, India, 2010-2015
M.E.(Computer Science & Engineering), Panjab University, Chandigarh, India, 2006-2008
B.E.(Computer Science & Engineering), Ch. Charan Singh University, Meerut, India, 1996-2000
Experience
06/2015 – Till Date, Assistant Professor, CSE Department, BML Munjal University, Gurugram, India
08/2014 – 05/2015, Assistant Professor, CSE Department, S. R. Group of Institutions, Jhansi, India
09/2010 – 07/2014, Teaching Assistant, Department of Electronics & Comm., University of Allahabad, Prayagraj, India
07/2009 – 04/2010, Senior Lecturer, CSE Dept., Allen house Institute of Technology, Kanpur, India
08/2008 – 03/2009, Patent Analyst, CPA Global, Noida, India
02/2001 – 07/2006, Lecturer, CSE Dept., Dr. K. N. Modi Institute of Engg & Tech. Modinagar, India
Membership of Professional Societies
Member: IEEE Senior Member 2025 ACM Member 2015, Senior Member 2024
Life Member: IETE, IUPRAI, CSI, IISA, SCRS, RSI, NLPAI
Courses Taught
Current
Network Security, Graph Theory, Compiler Design
Previous
Network Security, Information Security, Cryptography, Computer Networks, Natural Language Processing, Machine Learning, Information Retrieval, Introduction to Statistical learning, Discrete Mathematics, Theory of Computation, Compiler Design, Graph Theory, Discrete Structures & Computational Models, Distributed Systems, Operating System, Python Programming, Computer Organization and Architecture, Object Oriented Programming using Java
Book Chapters
[b1] Singh, S., Rauniyar, R. and Manohar, M. "Nepali Word Sense Disambiguation using variants of Simplified Lesk measure", In Data Science: Theory, Algorithms and Applications, Verma, G.K., Soni, B., Bourennane, S., Ramos, A. (Eds.), Springer, 2021, pp. 41-57
Journal Articles
[j13] Jaiswal., A., Patra, S. S., AlRababah., A. A., Khan., T., Sharma., S. K., Singh., S., Dash., B. B., Barik., L. and Pattanayak., B. K. "Controller Placement Strategies and Network Performance in Software Defined Network (SDN): A Systematic Review of Recent Advances and Challenges", In Tikrit Journal of Engineering Sciences (Accepted) (Scopus) (ISSN: 2312-7589) Q3
[j12] Nath, B., Sahoo, D., Singh, S., Sharma., S. K. and Patra, S. S. "BERT-GCN Multi-Task Model for Disaster Detection, Classification, and Help Identification in Tweets",In Journal of Theoretical and Applied Information Technology (Accepted) (Scopus) (ISSN:1992-8645) Q4
[j11] Ghosh, A.,Dalui, A., Singh, S., Sharma, K. S., Barik, L., Saini, J. R., Dash, B. B., De, U. C. and Patra, S. S. "Dew Computing with Edge Intelligence for Industrial Automation and Predictive Maintenance Real-Time Anomaly Detection" In Journal of Theoretical and Applied Information Technology (Accepted) (Scopus) (ISSN:1992-8645) Q4
j10] Ghosh., A., Dalui., A, Barik., L., Saini., J. R., Sharma, S. K., Dash., B. B., Singh., S., Dash., N. Patra., S. and Patra., S. S. "Blockchain-Assisted Serverless Framework for AI-Driven Healthcare Applications", In International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 16, No. 5, 2025, pp. 473-482 (ESCI, Scopus, IF 0.7) (ISSN:2156-5570) Q3
[j9] Lungu., N., Mishra., M. R., Dash., B. B., Sasmal, G. C., Pattnayak, P., Singh., S., Gourisaria., M. K., and Patra., S. S. "GPU Side-Channel Attack Classification for Targeted Secure Shader Mitigation", In SN Computer Science, Vol. 5, Issue 8, December 2024, pp. 1-23 (Scopus) (ISSN:2661-8907) Q2
[j8] Nsama., L., Webster., C. K., Dash., B. B., Walubita., N., De., U. P., Behera., S. K., Singh., S., and Patra., S. S. "The Role of Citizen Engagement in Democratic Governance Enhancement through E-Governance: A Case Study of Lusaka City Council, Zambia", In Journal of Theoretical and Applied Information Technology, Vol. 102, No. 22, November 2024, pp. 8135 - 8155 (Scopus) (ISSN:1992-8645) Q4
[j7] Jha., P., Agarwal., S., Abbas, A., Singh., S. and Siddiqui., T. J. "Unsupervised hindi word sense disambiguation using graph-based centrality measures", IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 13, No. 4, December 2024, pp. 4957- 4964 (Scopus) (ISSN:2089-4872) Q3
[j6] Lungu., N., Singh., S., Tembo., S., Mishra., M. R., Aljahdali., H. M., Barik., L., Pattnayak., P., Gourisaria., M. K. and Patra., S. S. "Dynamic Shader Termination and Throttling for Side-Channel Security on GPUOwl", In International Journal of Advanced Computer Science and Applications (IJACSA), Volume 15, No. 6, June 2024, pp. 734-745 (ESCI, Scopus, IF 0.7) (ISSN:2156-5570) Q3
[j5] Singh, S., Sharma, V. P., Prakash, S. and Choudhary, N. "Empirical Study of knowledge management and student empowerment for employability", In International Journal of Knowledge Management Studies, Volume 15, No. 1, 2024, pp. 38-69 (ESCI, Scopus IF:1.3) (ISSN:1743-8276) Q3
[j4] Kumar, S., Jain, A., Shukla, A. P., Singh, S., Raja, R., Rani, S., Harshitha, G., AlZain, M. A. and Masud, M. "A Comparative Analysis of Machine Learning Algorithms for Detection of Organic and Non-Organic Cotton Diseases", In Mathematical Problems in Engineering, Volume 2021, Article ID 1790171, June 2021, pp. 1-18 (Scopus, Indexed in SCIE in 2021) (ISSN:1563-5147) Q2
[j3] Singh, S., Gabrani, G. and Siddiqui, T. J. "Hindi Word Sense Disambiguation using variants of Simplified Lesk measure", In Journal of Intelligent Informatics and Smart Technology (JIIST'17), Volume 2, October 2017, pp. 1-6 (ISSN:2586-9167)
[j2] Singh, S. and Siddiqui, T. J. "Utilizing Corpus Statistics for Hindi Word Sense Disambiguation", In International Arab Journal of Information Technology (IAJIT'15), Volume 12, No. 6A, December 2015, pp. 755-763 (SCIE, Scopus IF:1.3) (ISSN:1683-3198) Q2
[j1] Singh, S. and Siddiqui, T. J. "Role of Karaka relations in Hindi Word Sense Disambiguation", In Journal of Information Technology Research (JITR'15), IGI Global, Volume 8, Issue 3, 2015, pp. 21-42 5ESCI, Scopus, IF:0.5) (ISSN:1938-7857)
Conference/Workshop Proceedings
[c17] Lungu., N, Dash., B. B, Tembo., S, De., U. C, Singh., S and Patra., S. S. "AI-Driven Integrated Logistics Framework for Antimalarial Drug Distribution in Remote Areas", In International Conference on Sustainable Communication Networks and Application (ICSCN '25), Bharath Niketan Engineering College, Theni, Tamil Nadu, India, 15 -17 October 2025 (Accepted)
[c16] Dash., B. B, Abozibid., H, Hassan., H. Ibrahim., Y. A, Alanssari., A. I, Jabbar., K. A, Singh., S, De., U. C and Patra., S. S. "Blockchain-Based Framework for Enhanced Healthcare Data Accessibility", In International Conference on Next Generation of Green Information and Emerging Technologies, GIET University, Gunupur, India, 8-9 August 2025
[c15] Patra., S., Mishra., M. R., Singh., S., Atmakuri., A. R., Dash., B. B. and Patra., S. S. "AEUSNF: Adaptive Energy-Efficient Underwater Sensor Network Framework", In 6th International Conference on Emerging Technologies (INCET'25), Belagavi, Karnataka, India , 22-24 May, 2025
[c14] Lungu., N., Dash., B. B., Singh., S., Mishra., M. R., Panda., N. and Patra., S. S. "Privacy-Preserving Analytics Using Zero-Knowledge Proofs and Secure Multiparty Computation", In 8th International Conference on Inventive Computation Technologies (ICICT'25), Tribhuvan University, Nepal, 23-25 April, 2025, pp. 1134-1140
[c13] V., Harshni., Singh., S., R., Indhumathi., Kumar., N. S., Chowdhury., S. and Patra., S. S. "DLIoMT: Deep Learning Approaches for IoMT-Overview, challenges and the future", In International conference on Computer, Electrical and Communication Engineering (ICCECE' 2025), TechnoIndia University, Kolkata, West Bengal, India, 7-8 Feb 2025, pp. 1-6
[c12] Ahmad, M. A., Diab, M., Dash, B. B., De, U. P., Singh, S. and Patra, S. S. "Cost Analysis of the SDN with controller breakdown and recovery", In 2nd International Conference on Metaheuristics in Engineering and its Applications, Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, Odisha, India, 10-11 Jan, 2025
[c11] Arora, A., Joarder, R., Jasmine, J., Singh, S., Patra S. S. and Gourisaria, M. K. "Harnessing Deep Learning and Transfer Learning Models for Segmentation of Liver Tumors and Veins", In 6th International Conference on Futuristic Trends in Networks and Computing Technologies, Graphic Era Hill University, Uttarakhand, India, 23-24 Dec, 2024, pp. 1874-1882
[c10] Pattnayak, P., Patnaik, S., Patra, S. S., Gourisaria, M. K., Singh, S. and Barik, L. "Automated Skin Lesion Analysis and Classification Using AI", In 4th International Conference on Sustainable Expert Systems (ICSES), Pokhara University, Nepal, 15-17 October, 2024, pp. 1361-1368
[c9] Thapa, S., Bandyopadhyay, A., Gourisaria, M. K., Singh, S. and Patra, S. S., "Securing Mobile Adhoc Network with Quantum Key Distribution: An Experimental Analysis" In 4th International Conference on Sustainable Expert Systems (ICSES), Pokhara University, Nepal, 15-17 October, 2024, pp. 563-568
[c8] Lungu, N., Dash, B. B., De, U. C., Dash, B. B., Singh, S. and Patra S. S. "Multi-vector Monitoring, Detecting and Classifying GPU Side-Channel Attack Vectors on a Secure GPU Execution Framework", In 8th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), Tribhuvan University, Purwanchal Campus, Nepal, 3-5 October, 2024, pp. 63-68
[c7] Pattnayak, P., Patnaik,S., Gourisaria, M. K., Singh, S., Barik., L. and Patra, S. S. "Analysis and Detection of Skin Disorders using Artificial Intelligence-based learning", In International Conference on Networks, Multimedia and Information Technology (NMITCON-24), Bengaluru, India, 9-10, August 2024, pp. 1-5
[c6] Pattnayak, P., Patnaik,S., Gourisaria, M. K., Singh, S., Goje, N. S. and Patra, S. S. "Predicting the Emergence of Hyperglycemia through the Application of Machine Learning Methodologies", In 5th International Conference on Image Processing and Capsule Networks (ICIPCN'24), Dhulikhel, Nepal, 3-4, July 2024, pp. 317-323
[c5] Singh, S. and Siddiqui, T. J. "Sense Annotated Hindi Corpus", In 20th International Conference on Asian Language Processing (IALP'16), Tainan, Taiwan, 21-23 November, 2016, pp. 22- 25
[c4] Singh, S. and Siddiqui, T. J. “Role of Semantic Relations in Hindi Word Sense Disambiguation”, In International Conference on Information and Communication Technologies (ICICT'14), Kochi, India, 3-5 December, 2014, Elsevier Procedia Computer Science, Volume 46, 2015, pp. 240-248
[c3] Singh, S., Siddiqui, T. J. and Sharma, S. K. “Naïve Bayes classifier for Hindi Word Sense Disambiguation”, In 7th ACM India Compute Conference (COMPUTE'14), Nagpur, India, 9 – 11 October, 2014, Article No. 1, pp. 1-8
[c2] Singh, S., Singh, V. K. and Siddiqui, T. J. “Hindi Word Sense Disambiguation using Semantic Relatedness measure”, In 7th Multi-Disciplinary Workshop on Artificial Intelligence (MIWAI'13), 9-11 Dec. 2013, Krabi, Thailand, pp. 247-256
[c1] Singh, S. and Siddiqui, T. J. “Evaluating Effect of Context Window Size, Stemming and Stop Word Removal on Hindi Word Sense Disambiguation”, In International Conference on Information Retrieval & Knowledge Management (CAMP'12) ,13-15 March, 2012, Malaysia, pp. 1-5
Posters
[p1] Singh, S. "Intelligent Techniques for Hindi Word Sense Disambiguation", 9th Inter Research Institute Student Seminar in Computer Science (IRISS'15), co-located with the ACM India Annual event, February 5, 2015, Goa
Datasets
[d1] Sense Annotated Hindi Corpus - The Sense Annotated Hindi Corpus was developed as a part of D.Phil. Research Work on Intelligent Techniques for Hindi Word Sense Disambiguation. It was used for evaluating Word Sense Disambiguation Algorithms. It is available at Indian Language Technology Proliferation and Deployment Center at Technology Development of Indian Languages (TDIL) portal
Dissertation/Thesis
[t3] Satyendr Singh, "Knowledge management practices and its impact on students’ empowerment and employability", Post Graduate Diploma in Statistics Dissertation, Panjab University, Chandigarh, India, 2019 [Abstract]
[t2] Satyendr Singh, "Intelligent Techniques for Hindi Word Sense Disambiguation", D.Phil. Thesis, University of Allahabad, Prayagraj, India, 2014 [Abstract] [Thesis]
[t1] Satyendr Singh, "Component Retrieval based on MDL format", M.E. Thesis, Panjab University, Chandigarh, India, 2008 [Abstract]