Profile

Assistant Professor in the field of Computer Science & Engineering

Teaching is my passion. The best part of teaching is one always gets a chance to read the mind of younger generation.

Interest

I/O Efficient Algorithms, Data Clustering, Entropy-based Proximity measures, Grpah clustering, Security Issues in Cloud Computing

Qualifications

  • PhD in Computer Science and Engineering

    Department of Computer Science and Engineering, IIT Guwahati, 2010
    Thesis: I/O Efficient Algorithms for Matrix Computations (Supervisor- Prof. G. Sajith, CSE, IIT Guwahati)

  • MTech in Computer Science

    School of Mathematics, Statistics and Computer Science, Utkal University, 2003
    Thesis: Fast Implementation of ElGamal Cryptosystem (Supervisor- Prof. R. Balasubramanian, Institute of Mathematical Sciences Chennai)

  • MSc in Mathematics

    Department of Mathematics, Utkal University, 2001

Professional Experience

  • - July 2011-Till date as Assistant Professor in CSE

    PDPM IIITDM Jabalpur

Administrative Positions

  • - September 2014-November 2017 as Coordinator Computer Center

    IIITDM Jabalpur

  • - Nov 2012-June 2016 as Warden Hall-IV

    IIITDM Jabalpur

  • - Jan 2016- November 30, 2017 as Head IT cell

    PDPM IIITDM JABALPUR

  • - December 2021- January 2023 as Warden Vasishtha hostel

    IIITDM Jabalpur

Honors & Awards

  • 2007 - Awarded SRF by CSIR

  • 2003 - Qualified GATE in CSE

  • Track chair: Sequential, Parallel, Distributed and Cloud Computing (PDC)

    In 16th International Conference on Information Technology, Bhubaneswar, India during December 21-23, 2017

  • Visited Sakurai research lab, Kyushu university, Japan during December 03-15, 2017

  • Member ACM

  • Senior Member IEEE

My courses

Current & Previous

Current

Course Code Course name Category Institute Department Link
CS532 Algorithms PG/PhD IIITDM Jabalpur CSE
IT2001 Data Structures and Algorithms UG/ IIITDM Jabalpur CSE
OE4C18 Data Clustering UG/PG/PhD IIITDM Jabalpur CSE

Previous

Course Code Course name Category Institute
EM609f Computational Number Theory and Cryptography UG/PG/PhD IIITDM Jabalpur
CS314d Compiler Design UG/ IIITDM Jabalpur
IT101 Fundamentals of Computing UG/ IIITDM Jabalpur
CS205 Language Theory UG/ IIITDM Jabalpur
CS607 Cryptography and Network Security UG/PG/PhD IIITDM Jabalpur
ES307a Number Theory and Cryptography IIITDM Jabalpur

Research

Areas or Specialisation / Project Activities / Publications / Books

Areas / Specialization

Data Clustering, Proximity measures

Project Activities

  • Investigation of power of Deep Neural Networks against various adversarial attacks and their applications to Cybersecurity

    Under the India-Japan Cooperative Science Program (IJSCP), Ministry of Science and Technology, Govt. of India, Jan 2023- Jan 2025 (Japanese PI: Prof. Kauchi Sakurai, Fukuoka University, Japan)

  • Study and development of Information Entropy-based distance measures for Categorical and Continuous Data in a Metric Space for Clustering

    Science and Engineering Research Board (SERB) under MATRICS scheme, Govt. of India, Jan 2023-Jan 2026

  • (Co-PI) 3D-Mesh Model Steganography and Secure Communication in a Cloud Manufacturing Environment

    Under the India-Japan Cooperative Science Programme (IJSCP) Ministry of Science and Technology, Govt. of India, 2021-2023 (PI-Prof. Aparajita Ojha)

  • Designing of a Portable, User Friendly and Low-cost Pulse Magnetic Field Generating Sleep lnducer for lnsomnia Patients

    Design and Innovation Center, MHRD India, Jabalpur (PI)

  • Start-up centre at IIITDM Jabalpur

    DST and MHRD

  • Eigen solver for Big Data Applications

    Research Initiation grant, IIITDM Jabalpur (PI)

Books/Book chapter

Publications

  • Rashmi Maheshwari, Sraban Kumar Mohanty, “Amaresh Chandra Mishra, DCSNE: Density-based Clustering using Graph Shared Neighbors and Entropy”, Pattern Recognition, Volume 137, pp-109341, 2023, (https://doi.org/10.1016/j.patcog.2023.109341).

  • Rashmi Maheshwari, Amaresh Chandra Mishra, Sraban Kumar Mohanty, An entropy-based density peak clustering for numerical gene expression datasets, Applied Soft Computing, Volume 142, 2023, 110321, (https://doi.org/10.1016/j.asoc.2023.110321)


  • Amit Kumar Kar, Amaresh Chandra Mishra, Sraban Kumar Mohanty, “An Efficient Entropy based Dissimilarity Measure to Cluster Categorical Data”, Engineering Applications of Artificial Intelligence, Volume 119, pp-105795, 2023 (https://doi.org/10.1016/j.engappai.2022.105795)


  • Abdul Atif Khan, Sraban Kumar Mohanty, “A fast spectral clustering technique using MST based proximity graph for diversified datasets”, Information Sciences, Volume 609, Pp 1113-1131, 2022 (https://doi.org/10.1016/j.ins.2022.07.101.)


  • Surbhi Soni, Ayan Seal, Sraban Kumar Mohanty, Kouichi Sakurai, Electroencephalography signals-based sparse networks integration using a fuzzy ensemble technique for depression detection, Biomedical Signal Processing and Control, Volume 85, 2023, 104873, (https://doi.org/10.1016/j.bspc.2023.104873)


  • Madhuri Gokhale, Sraban Kumar Mohanty, Aparajita Ojha, GeneViT: Gene Vision Transformer with Improved DeepInsight for cancer classification, Computers in Biology and Medicine, Volume 155, 2023, 106643, (https://doi.org/10.1016/j.compbiomed.2023.106643)


  • Madhuri Gokhale, Sraban Kumar Mohanty, Aparajita Ojha, “A stacked autoencoder based gene selection and cancer classification framework”, Biomedical Signal Processing and Control, Volume 78, Pp-103999, 2022 (https://doi.org/10.1016/j.bspc.2022.103999)


  • Gaurav Mishra, Amit Kumar Kar, Amaresh Chandra Mishra, Sraban Kumar Mohanty, M.K. Panda, “SEND: A novel dissimilarity metric using ensemble properties of the feature space for clustering numerical data”, Information Sciences, Vol 574, Pp 279-296, 2021, (DOI: https://doi.org/10.1016/j.ins.2021.05.059.)


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “Gene expression clustering using local neighborhood-based similarity measures”, Computers & Electrical Engineering, Vol-91, pp-107032, 2021 (https://doi.org/10.1016/j.compeleceng.2021.107032)


  • Gaurav Mishra, Sraban Kumar Mohanty, “RDMN: A relative density measure based on MST neighborhood for clustering multi-scale datasets”, IEEE Transactions on Knowledge and Data Engineering, Vol-34 (1), pp-419-432, 2022 (doi: 10.1109/TKDE.2020.2982400)


  • Gaurav Mishra, Sraban Kumar Mohanty, “Efficient Construction of an Approximate Similarity Graph for Minimum Spanning Tree based Clustering”, Applied Soft Computing, Vol.97(B), pp-106676, 2020 (https://doi.org/10.1016/j.asoc.2020.106676)


  • Gaurav Mishra, Sraban Kumar Mohanty, “A minimum spanning tree based partitioning and merging technique for clustering heterogeneous data sets”, Journal of Intelligent Information Systems, Vol.55 (3), pp-587–606, 2020 (https://doi.org/10.1007/s10844-020-00602-z)


  • Gaurav Mishra, Sraban Kumar Mohanty, “A fast hybrid clustering technique based on local nearest neighbor using minimum spanning tree”, Expert Systems with Applications, Vol. 132, Pages 28-43, 2019


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “DK-means: a deterministic K-means clustering algorithm for gene expression analysis” Pattern Analysis and Applications, Volume 22 (2), pp 649–667, 2019


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “Fast approximate minimum spanning tree based clustering algorithm” Neurocomputing, Volume 272, Pages 542-557, 2018


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “Functional grouping of similar genes using eigenanalysis on minimum spanning tree based neighborhood graph”, Computers in Biology and Medicine ,71(C), 2016, pp135-148


  • Sraban Kumar Mohanty and G. Sajith, "An Input/Output Efficient Algorithm for Hessenberg Reduction" International Journal of Foundations of Computer Science, Vol. 30, No. 8, pp 1279-1300, 2019


  • Rohit Ahuja, Sraban Kumar Mohanty, “A Scalable Attribute-Based Access Control Scheme with Flexible Delegation cum Sharing of Access Privileges for Cloud Storage” IEEE Transactions on Cloud Computing, vol. 8, no. 1, pp. 32-44, 2020


  • Rohit Ahuja, Sraban Kumar Mohanty, Kouichi Sakurai, “A scalable attribute-set-based access control with both sharing and full-fledged delegation of access privileges in cloud computing”, Computers & Electrical Engineering, 57, 2017, Pp241–256


  • Satyajit Mondal, Sraban Kumar Mohanty, Sukumar Nandi, “Energy Efficient Secure Communication Architecture for Wireless Sensor Network”, Security and Communication Networks, 9 (16), 2016 ,pp3314–3323


  • M. K. Panda, R. Singh, Amaresh Chandra Mishra, and Sraban Kumar Mohanty, Effects of both diffuse and collimated incident radiation on phototactic bioconvection, Physics of Fluids 28(12), 124104 (2016)


  • Pandey S., Samal M., Sraban Kumar Mohanty, “A SNN-DBSCAN based Clustering Algorithm for Big Data”, In 3rd International Conference on Advanced Computing and
    Intelligent Engineering (ICACIE 2018), Bhubaneswar, December 22-24, 2018, Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1082. Springer, Singapore


  • Pankaj Kumar Y., Pandey S., Samal M., Sraban Kumar Mohanty “Nearest Neighbor-Based Clustering Algorithm for Large Data Sets” International Conference on Computer, Communication and Computational Sciences (IC4S- 2017), Phuket, Thailand, October 11-12, 2017, In: Bhatia S., Tiwari S., Mishra K., Trivedi M. (eds) Advances in Computer Communication and Computational Sciences, Advances in Intelligent Systems and Computing, Volume 760, pp 73-84, 2018


  • Rohit Ahuja, Sraban Kumar Mohanty and Kouichi Sakurai, “A Traceable Signcryption Scheme for Secure Sharing of Data in Cloud Storage”, 6th IEEE International Symposium on Cloud and Service Computing (IEEE SC2), Nadi, Fiji, December 7-10, 2016


  • Rohit Ahuja, Sraban Kumar Mohanty and Kouichi Sakurai, “An Identity Preserving Access Control Scheme with Flexible System Privilege Revocation in Cloud Computing”, 11th Asia Joint Conference on Information Security (AsiaJCIS 2016), Fukuoka, Japan. August 4-5, 2016, pp.39-47


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “Fast Minimum Spanning Tree Based Clustering Algorithms on Local Neighborhood Graph”, 10th international workshop on Graph-Based Representations in Pattern Recognition (GbRPR 2015), Beijing, China, Lecture Notes in Computer Science, Vol-9069, pp.292-301


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “On Careful Selection of Initial Centers for K-means Algorithm”, International Conference on Advanced Computing, Networking and Informatics (ICACNI 2015), KIIT University, Odisha, India, Springer Smart Innovation, Systems and Technologies, Vol 43, pp. 435-445


  • R. Jothi, Sraban Kumar Mohanty, and A. Ojha, “On the impact of post-clustering phase in multiway spectral partitioning”, International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2015), IIIT Hyderabad, India, Springer Lecture Notes in Artificial Intelligence, vol. 9468, pp.161-169


  • Sraban Kumar Mohanty and G. Sajith, "Out-of-Core Tridiagonal Reduction", 19th IEEE International Conference on Advanced Computing and Communications (ADCOM 2013), Chennai, India, October 21-25, 2013, pp. 1-6


  • Sraban Kumar Mohanty and G. Sajith, "I/O efficient QR and QZ algorithms", 19th IEEE International Conference on High-Performance Computing (HiPC 2012), December 18-22, 2012, pp. 1-9


  • Sraban Kumar Mohanty and G. Sajith, "I/O Efficient Algorithms for Block Hessenberg Reduction Using Panel Approach", International Conference on Big Data Analytics (BDA 2012), New Delhi, India, December 24-26, 2012, Lecture Notes in Computer Science, vol-7678, pp. 134-147


  • Sraban Kumar Mohanty and G. Sajith, “I/O Efficient Algorithms for QR Decomposition”, international conference on mathematical Sciences (ICM 2012), UAE University, UAE.
  • Sunny Kumar Gupta, Mohona Ghosh, and Sraban Kumar Mohanty, “Cryptanalysis of Kalyna Block Cipher Using Impossible Differential Technique”, Proceedings of the Sixth International Conference on Mathematics and Computing (ICMC 2020), Advances in Intelligent Systems and Computing, vol 1262, pp-125-141, 2021


  • Mishra G., Kumar S., Gupta R., Mohanty S.K. (2020) An Efficient Graph Based Trust-Aware Recommendation System. In: Machine Learning, Image Processing, Network Security and Data Sciences. MIND 2020, Communications in Computer and Information Science, vol -1240,  pp 29-42, 2020, Springer, Singapore


Conference / Workshop (Organised/Attended)

Students (M. Tech/M.Des./ Ph. D.)

M. Tech./M.Des.

Roll no Name Status Year Specialization Co-guide
1510101 Mr. Abhishek Niranjan Completed 2017 An Empirical Study of Shared Near Neighbors-commute time based clustering techniques
1510102 Mr. Akhil Aishwarya Dwivedi Completed 2017 Kd Buffer Tree: An I/O Efficient Data Structure for K-NN Search
1611002 Mr. Ashish Kumar Oraon Completed 2018 A Chaining and Clustering Based Routing Protocol to Reduce Energy Consumption and Transmission Delay for Wireless Sensor Network
1711016 Mr. Ashish Vijay Wankhade Completed 2019 Generalized Pixel Attack for Misguiding Deep Neural Network
1611006 Mr. Jaykishan Apurva Completed 2018 Reducing the Input/Output Complexity of Lanczos Algorithm
1210103 Mr. Pankaj Kumar Yadav Completed 2014 Nearest Neighbor based Clustering Algorithms for Large Data Sets
1210104 Mr. Raksh Pal Singh Completed 2014 Minimum Spanning Tree Based Clustering Algorithms for Massive Data
1210105 Mr. Satyajit Mondol Completed 2014 An Energy Efficient Secure Communication Protocol for Wireless Sensor Network
1711009 Mr. Saurabh Tiwari Completed 2019 Enhanced Security Middleware Protocol To Support IoT Constrained Devices
1310110 Mr. Sriniwas Pandey Completed 2015 Out-of-core and In-core Algorithms to Discover Clusters of Arbitrary Shapes, Different Sizes and Varying Densities
1711014 Mr. Sunny Kumar Gupta Completed 2019 Cryptanalysis Of Kalyna Block Cipher Using Impossible Differential Dr. Mohona Ghosh

Ph. D.

Roll no Name Status Year Specialization Co-guide
21PCSO03 Mr. Mohammad Maksood Akhter Ongoing Fast graph theoretic clustering techniques
1911801 Madhuri Gokhale Ongoing Classification of Gene Expression data using Deep Neural Networks Prof. Aparajita Ojha
1911002 Mr. Abdul Atif Khan Ongoing Fast Spectral Clustering Techniques
1811601 Mr. Amit Kumar Kar Ongoing Entropy based Proximity Measures for Clustering Applications Dr. Amaresh Mishra
1320101 Mr. Gaurav Mishra Completed 2021 Efficient Graph-Based Clustering Techniques for Multi-Scale Datasets
1220183 Mr. Rohit Ahuja Completed 2018 Attribute-Based Access Control Solutions for Cloud Computing
1220182 Ms. R. Jothi Completed 2017 Minimum Spanning Tree based Clustering Algorithms for Gene Expression Analysis Prof. Aparajita Ojha
1921601 Ms. Rashmi Maheshwari Ongoing Density-based clustering algorithms using graphs and information entropy

Contact me

Feel free to contact

    Sraban Kumar Mohanty

     sraban@iiitdmj.ac.in

     

     

     

     sraban@gmail.com

     skmfru

      91-761-2794224

     (Fax) 91-

     Download CV

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