Assistant Professor

Dr M Mahesh Kumar

Department of Computer Science and Engineering

Interests

  1. Privacy-preserving Biometric Authentication
  2. Homomorphic Encryption
  3. Privacy in Machine Learning

Education

2010

Koneru Lakshmaiah College of Engineering,
India
BTech

2013

University college of Engineering – Kakinada,
India
MTech

2020

National Institute of Technology - Warangal,
India
PhD

Experience

  • August 2020 to March 2021 – Associate Professor – BVRIT HYDERABAD College of Engineering for Women, Hyderabad
  • December 2019 to July 2020 – Senior Research Fellow – Institute for Development and Research in Banking Technology, Hyderabad
  • December 2016 to November 2019 – Junior Research Fellow – Institute for Development and Research in Banking Technology, Hyderabad
  • December 2013 to November 2016 – Assistant Professor – Lakireddy Balireddy College of Engineering, Mylavaram
  • July 2013 to November 2013 – Lecturer – RGUKT (APIIIT), R.K.Valley, Idupulapaya
  • May 2010 to November 2011 – Lecturer – AANM & VVRSR Polytechnic College, Gudlavalleru

Research Interest

  • To develop a biometric remote authentication system which solves modify template, intercept channel and override comparator attacks in biometric recognition system.
  • To develop a Multi-modal template protection schemes.
  • To automate the process of detection of severity of Diabetic Retinopathy (DR) using Deep Learning techniques.

Awards & Fellowships

  • 2011 – PGECET–10th Rank (State Rank)
  • 2014 - Ratified as an Assistant Professor–JNTU Kakinda
  • 2015-16 – Best Faculty Award–Lakireddy Balireddy College of Engineering, Mylavaram
  • 2018 - Awarded 1,00,000 INR for registering, presenting and attending ICBEA-2018, Amsterdam–IDRBT.
  • December 2016- July 2020- Ph.D. Fellowship - Institute for Development and Research in Banking Technology (IDRBT), Telangana, Hyderabad.

Memberships

  • Life member of ISTE
  • Life member of CSI

Publications

JOURNALS
  • Sandhya, Mulagala, Mahesh Kumar Morampudi, Indragante Pruthweraaj, and Pranay Sai Garepally. "Multi-instance cancelable iris authentication system using triplet loss for deep learning models." The Visual Computer (2022): 1-11.
  • Mulagala Sandhya, Mahesh Kumar Morampudi, Rushali Grandhe, Richa Kumari, Chandanreddy Banda, Nagamani Gonthina, “Detection of Diabetic Retinopathy (DR) severity from fundus photographs: An Ensemble Approach using weighted average” Arabian Journal for Science and Engineering (2022) https://doi.org/10.1007/s13369-021-06381-1 pp. 1-8
  • V. Dinesh Reddy, P. Ravi, Ashu Abdul, Mahesh Kumar Morampudi and Sriramulu Bojjagani, “Techniques for Solving Shortest Vector Problem” International Journal of Advanced Computer Science and Applications (IJACSA), 12(5), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120598
  • Morampudi, Mahesh Kumar, Munaga VNK Prasad, and Surya Narayana Raju Undi. "SviaB: Secure and verifiable multi‐instance iris remote authentication using blockchain." IET Biometrics 11, no.1 (2021): 35-50
  • Morampudi, Mahesh Kumar, Munaga VNK Prasad, and U. S. N. Raju. "Privacy-preserving and verifiable multi-instance iris remote authentication using public auditor." Applied Intelligence 51, no. 10 (2021): 6823-6836.
  • Morampudi Mahesh Kumar, Munaga VNK Prasad, Mridula Verma and U. S. N. Raju “Secure and Verifiable Machine Learning based Iris Authentication System using Fully Homomorphic Encryption” Computers & Electrical Engineering, 89, (2021)
  • Morampudi Mahesh Kumar, Munaga VNK Prasad, and U. S. N. Raju “BMIAE: Blockchain-based Multi-instance Iris Authentication using Additive ElGamal Homomorphic Encryption” IET Biometrics, 9(4):165-177 (2020)
  • Morampudi Mahesh Kumar, Sowmya Veldandi, Munaga VNK Prasad, and U. S. N. Raju “Multi-instance iris remote authentication using private multi-class perceptron on malicious cloud server” Applied Intelligence, 50, 2848–2866(2020)
  • Morampudi Mahesh Kumar, Munaga VNK Prasad, and U. S. N. Raju “Privacy-preserving iris authentication using fully homomorphic encryption” Multimedia Tools and Applications 79, 19215–19237(2020)
CONFERENCES
  • Rama Devi S , Subetha T, Aruna Rao S L, Mahesh Kumar Morampudi “Enhanced Learning Outcomes by Interactive Video Content - H5P In Moodle LMS”, 6th International Conference on Inventive Systems and Control ICISC 2022 organized by JCT College of Engineering and Technology, Pichanur, India (Accepted and will be published in Springer - Lecture Notes in Networks and Systems)
  • U.S.N. Raju, Mahesh Kumar Morampudi, Shiva Prasanth Kesavarapu, Sushma Vankayala and Juhi Krishnamurthy, Next generation multimedia using digital olfaction in distributed environment, International Conference on Forensics Analytics Big Data and Security (FABS 2021) organized by B M S Institute of Technology and Management, Bengaluru – 560064 (Accepted for Publication-Paper will be published in IEEE Xplore and Scopus).
  • Reliable Healthcare Monitoring System Using SPOC Framework, Morampudi Mahesh Kumar. In: Saini H., Sayal R., Govardhan A., Buyya R. (eds) Innovations in Computer Science and Engineering. Lecture Notes in Networks and Systems, vol 74, 2019 Springer, Singapore.
  • Iris Template Protection using Discrete Logarithm Morampudi Mahesh Kumar, Munaga VNK Prasad, and U. S. N. Raju. In Proceedings of the 2018 2nd International Conference on Biometric Engineering and Applications, Netherlands, pp. 43-49, (2018)
  • Cancellable fingerprint template generation using rectangle-based adjoining minutiae Pairs, Morampudi Mahesh Kumar, Munaga VNK Prasad, and U. S. N. Raju., In Proceedings of the 2018 2nd International Conference on Biometric Engineering and Applications, Netherlands, pp. 30-37, (2018)
PATENTS
  • Application No: 202141020520, date: 07-05-2021, “A Variational Auto-Encoder Convolutional Neural Network (VAE-CNN) model to identify the prevalence of Diabetic Retinopathy disease” Mrs. Y.Sravani Devi, Dr. Morampudi Mahesh Kumar, Dr. U. S. N. Raju, Dr. M. Seetha, Dr. N. Kalyani, Dr. V Dinesh Reddy, Dr. S. Phani Kumar
  • Application No: 202141019089, Date: 07-05-2021, “A Decentralized Privacy-Preserving Multi-Instance Iris Authentication Device (DPMIAD), Dr. Morampudi Mahesh Kumar, Dr. L. Lakshmi, Dr. Rajendra Kumar Ganiya, Dr. Katta Subba Rao, D Mallikarjun Reddy, J. Nageswara Rao, K Bhargav Ram, Ch. Rajyalakshmi, Dr. G. Naga Satish
  • An e-FDWF (electronic-Filling of Deposit and Withdrawal Forms) Device for Visually Impaired and Illiterate People in Banks – M Mahesh Kumar, P Avinash, L Lakshmi, G Naga Sateesh, K Srinivasa Reddy, D Mallikarjun, USN Raju, Application Number- 202041048269, Journal Number- 46/2020, Journal Date- 13/11/2020.
BOOK CHAPTERS
  • Big Image Data Processing: Methods, Technologies and Implementation Issues U.S.N.Raju, Suresh Kumar Kanaparthi, Mahesh Kumar Morampudi, Sweta Panigrahi, Debanjan Pathak., Research Innovations and Trends on Computer Vision and Recognition Systems, Apple Academic Press (Accepted).

Contact Details

TOP