Faculty Profile

About

I am Latha N.R., working as Professor, Dept. of CSE,BMSCE. I Completed my B.E (ISE) in the year 2005 and M.Tech(CSE) in the year 2009. I Completed Ph.D (VTU) in the year 2020 under the Guidance of Dr. G.R. Prasad, Professor, Dept. of CSE, BMSCE . My Ph.D research area is VLSI design and Parallel Computing. I also have guided students in the area of Artificial Intelligence, Machine Learning, Big Data Analytics and Cloud computing. I have published thirty research papers till now, both in international conferences and journals out of which two are based on pedagogical approaches to teaching and six papers pertaining to my research. I have one WOS publication and ten Scopus publications Till now. I have been granted One and have Published Two patents waiting for grant.
My main focus would be :
To Adopt pedagogical approaches in teaching so that Teaching-Learning happens effectively.
To Motivate students in identifying new ideas and Guide them in implementing the same and alsohelp them in publishing their work so that it boosts their interest towards Research.
To Update my knowledge on current trends and technologies through mooc’s and other online courses available and apply the acquired knowledge in teaching.
To Strengthen Industry interaction so that voluminous students are provided with internships.
To Encourage students towards becoming Entrepreneurs and initiating Startup’s.

Education

• Ph.D - High Performance computing
  B.M.S.C.E/V.T.U
  Passed Year: 2020 | Program Type: PartTime
• M.Tech. - Computer Science and Engineering
  A.M.C. College of Engineering./VTU
  Passed Year: 2009 | Program Type: FullTime
• B.E. - Information Science and Engineering
  B.M.S. Evening College of Engineering / VTU
  Passed Year: 2005 | Program Type: FullTime

Selected Publications

• Journal | Published On : 02-07-2026
  Dr. Latha N.R., Bharath M.B
  Privacy-Preserving federated hybrid deep learning framework for robust cross-site scripting detection in distributed web applications Journal of Intelligent and Fuzzy Systems https://doi.org/10.1177/18758967261462971
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• Conference | Published On : 16-06-2026
  Dr. Latha N.R., Bharath M.B
  Attention-Driven Intelligent BiLSTM Networks for Robust and Explainable XSS Attack Detection 6th International Conference on Intelligent Technologies ( C O N I T 2026 ) d u r i n g 19th t o 2 1 st June 2026. hosted at the KLE Institute of Technology in Hubballi, Karnataka, India
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• Journal | Published On : 31-05-2026
  Dr. Latha N.R., Bharath M.B
  Adversarially Robust CNN–BiLSTM–Attention Framework for Intelligent Detection of Cross-Site Scripting Attacks Security and Privacy Wiley Journal https://doi.org/10.1002/spy2.70231
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• Conference | Published On : 18-03-2026
  Dr. Latha N.R., Bharath M.B
  Robust Federated Hybrid Deep Learning for Privacy-Preserving Cross-Site Scripting Detection with Adversarially Enriched Datasets 2025 2nd Asia Pacific Conference on Innovation in Technology Apcit 2025 https://doi.org/10.1109/APCIT65661.2025.11411029 Electronic ISBN:979-8-3315-2306-0 USB ISBN:979-8-3315-2305-3 Print on Demand(PoD) ISBN:979-8-3315-2307-7
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• Journal | Published On : 10-01-2026
  Dr. Latha N.R., Bharath M.B
  Cross-Site Scripting Attack Detection: A Comparative Study of Traditional and Deep Learning-Based Solutions Grenze International Journal of Engineering and Technology, June Issue, Grenze ID: 01.GIJET.11.2.685_21 © Grenze Scientific Society, 2025
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• Conference | Published On : 14-10-2025
  Dr. Latha N.R., Dr. Shyamala G.
  Cognitive IoT-Driven Antenna Optimization System for Dynamic Wireless Connectivity 2025 2nd International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF) DOI: 10.1109/ICECONF65644.2025.11379494
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• Journal | Published On : 08-09-2025
  Dr. Latha N.R., Dr. Pallavi G.B, Dr. Shyamala G.
  Fake Job Detection: A Comparative Study of Machine Learning and Hybrid Network-Based Approaches International Journal of Environmental Sciences
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• Journal | Published On : 08-09-2025
  Dr. Latha N.R., Dr. Pallavi G.B, Dr. Shyamala G.
  Audio - Driven Prediction Of Child Language Proficiency: A Hybrid Transformer-Lightgbm Ensemble Framework For Automated Evaluation International Journal of Environmental Sciences
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• Journal | Published On : 16-01-2025
  Dr. Latha N.R., Dr. Pallavi G.B, Dr. Shyamala G.
  Advanced Conferencing Platforms with Extended Reality: Innovations and Applications Grenze International Journal of Engineering and Technology, January Issue Grenze ID: 01.GIJET.11.1.515_3 © Grenze Scientific Society, 2025
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• Conference | Published On : 01-07-2022
  Dr Latha N R, Dr. Pallavi G.B.
  "Instant Video Conference Integration to Web and Mobile Applications", International Conference on Recent Trends in Science and Technology
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• Conference | Published On : 01-06-2022
  Dr. Latha N.R., Dr. Pallavi G.B.
  "A Survey Paper on Virtual Reality Solutions for Video Conferencing Platforms", Grenze International Journal of Engineering and Technology, (Scopus Indexed)
• Patents | Published On : 01-06-2022
  Dr. Latha N.R., Dr. Shyamala G., Dr. G.R. Prasad
  A Novel Parallel Technique Construction over the obstacle rectilinear Steiner Tree
• Journal | Published On : 01-11-2021
  Dr. Latha N.R., Dr. Shyamala G., Dr. G.R. Prasad, Dr. Pallavi G.B.
  "Memory And I/O Efficient Rectilinear Steiner Minimal Tree Construction Under High Performance Computing Environment" Webology Volume 18, Number 6, 2021
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• Book Chapter or Books | Published On : 01-03-2020
  Latha N.R. , Dr. G.R. Prasad
  "Performance and Memory Efficient Parallel computing Framework construction " Progress in Computing, Analytics and Networking
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• Journal | Published On : 01-01-2020
  Latha N.R. , Dr. G.R. Prasad
  "Memory and I/O optimized Rectilinear Steiner Minimum Tree routing for VLSI " International Journal of Electronics, Communications, and Measurement Engineering (IJECME)
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• Conference | Published On : 03-10-2017
  Latha N.R. , Dr. G.R. Prasad
  "Exploring the parallel implementations of the three classical MST algorithms" International Conference on Inventive Communication and Computational Technologies (ICICCT 2017)
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• Conference | Published On : 19-05-2017
  Latha N.R. , Dr. G.R. Prasad
  "Wire length and Memory Optimized Rectilinear Steiner Minimum Tree Routing" 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)
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• Journal | Published On : 01-08-2016
  Latha N.R. , Dr. G.R. Prasad
  "A Study on Applying Parallelism for Construction of Steiner Tree Algorithms in VLSI Design" International Journal of Computer Applications (0975 – 8887)
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• Conference | Published On : 01-05-2015
  Prof. Latha N.R. , Prof. Pallavi G.B, Nandhini Vineeth
  Handling Large Classrooms : Challenges and Strategies "International Conference on Transformations in Engineering Education - 2015"

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