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Research Publications 2018-19

Papers Published in Journals 2018-19
Dr. V. N. Sastry, Professor
  • "A novel authentication protocol for prevention of phishing and pharming attacks in mobile banking"
    -- International Journal of Trust Management in Computing and Communications, Inderscience (2019), by Sriramulu B., Sastry V.N.
Dr. V. Ravi, Professor
  • "MapReduce based fuzzy very fast decision tree for constructing prediction intervals"
    -- International Journal of Big Data Intelligence (2018) (In Press), by Kumar O.M., Ravi, K., Ravi, V.
  • "A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends"
    -- arXiv preprint (2019), by Sengupta, S., Basak, S., Saikia, P., Paul, S., Tsalavoutis, V., Atiah, F., Ravi, V. and Peters, A.
  • "CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM"
    -- arXiv preprint (May 2019), by Gavval, R., Ravi, V., Harshal, K.R., Gangwar, A. and Ravi, K.
Dr. B. M. Mehtre, Professor
  • "Differentiating Synthetic and Optical Zooming for Passive Video Forgery Detection: An Anti-Forensic Perspective; Digital Investigation"
    -- Elsevier (May 2019)., by K. Sitara, B. M. Mehtre
  • "Tamper Detection of Social Media Images using Quality Artifacts and Texture Features"
    -- Forensic Science International, Elsevier, Vol. 295, 100-112 (February 2019)., by V T Manu, BM Mehtre
Dr. M. V. N. K. Prasad, Associate Professor
  • "General Representational Automata Using Deep Neural Networks"
    -- Data & Knowledge Engineering, (June 2019), by Johnpaul C.I., Munaga V.N.K. Prasad, S. Nickolas, G.R. Gangadharan
Dr. Rajarshi Pal, Assistant Professor
  • "Reversible Data Hiding Using b-tree Triangular Decomposition Based Prediction"
    -- IET Image Processing, Volume 13, Issue 11, p. 1986 – 1997, DOI: 10.1049/iet-ipr.2019.0038 (Accepted, April, 2019), by Uyyala, R., Pal, R
Dr. P. Syam Kumar, Assistant Professor
  • "A new verifiable outsourced ciphertext-policy attribute based encryption for big data privacy and access control in cloud"
    -- Journal of Ambient Intelligence and Humanized Computing, Springer https://doi.org/10.1007/s12652-018-0967-0., by Premkamal, P.K., Pasupuleti, S.K. and Alphonse, P.J.A
Dr. Mridula Verma, Assistant Professor
  • "A New iteration technique for nonlinear operators as concerns convex programming and feasibility problems"
    -- Numerical Algorithms, (2018)., by Sahu, D. R., Pitea, A., Verma, M
  • "Convergence rate analysis of proximal gradient methods with applications to composite minimization problems"
    -- Optimization, (2018)., by Sahu, D. R., Yao, J. C., Verma M., Shukla K. K.
Papers Published in Conferences 2018-19
Dr. V. N. Sastry, Professor
  • "Biometric based User Authentication Protocol for Mobile Cloud Environment"
    -- In: Proceedings of 5th IEEE International Conference on Identity, Security, and Behavior Analysis (ISBA 2019), by Vivekanandan, M., Sastry, V.N. and Reddy, U.S.
Dr. V. Ravi, Professor
  • "Sentiment analysis via Doc2Vec and convolutional neural network hybrids"
    -- IEEE SSCI, Bangalore, India, 2018, by Dhariyal, B., Ravi, V., and Ravi, K.
  • "Article citation sentiment analysis using deep learning"
    -- In: Proceedings of 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 78-85). IEEE (July 2018), by Ravi, K., Setlur, S., Ravi, V., Govindaraju, V.
  • "A Hybrid approach using topic modeling and class-association rule mining for text classification: The case of malware detection"
    -- In: Proceedings of 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 261-268). IEEE (July 2018), by Kumar, B. S., Ravi, V.
  • "Quantile Regression Random Forest Hybrids Based Data Imputation"
    -- In: Proceedings of 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 195-201). IEEE (July 2018), by Yadav, M., Ravi, V.
  • "Irony Detection Using Neural Network Language Model, Psycholinguistic Features and Text Mining"
    -- In: Proceedings of 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 254-260). IEEE (July 2018), by Ravi, K., Ravi, V.
  • "Sentiment analysis via Doc2Vec and convolutional neural network hybrids"
    -- IEEE SSCI, Bangalore, India, (2018), by Dhariyal, B., Ravi, V., and Ravi, K
  • "Sentiment Classification Using Paragraph Vector and Cognitive Big Data Semantics on Apache Spark"
    -- In: Proceedings of 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 187-194). IEEE (July 2018), by Ravi, K., Ravi, V., Shivakrishna, B.
  • "GRNN++: A parallel and distributed version of GRNN under Apache Spark for big data regression"
    -- In: Proceedings of International Conference on Data Management, Analytics and Innovation (ICDMA), Kuala Lumpur, Malaysia (2019), by Kamaruddin, S., Ravi, V.
  • "Feature subset selection using adaptive differential evolution: an application to banking"
    -- In: Proceedings of ACM India Joint International Conference on Data Science and Management of Data (CoDS-COMAD) 2019 (6th ACM IKDD CoDS and 24th COMAD). ACM, (2019), by Krishna, G. J., Smruthi, M., Ravi, V., and Shandilya, B.
  • "Hybrid evolutionary algorithm for optimizing reliability of complex systems"
    -- In: Proceedings of 18th International Conference on Intelligent Systems Design and Applications (ISDA), Springer, (2019), by Krishna, G. J., Ravi, V.
  • "Differential evolution trained fuzzy cognitive map: an application to modelling efficiency in banking"
    -- In: Proceedings of 18th International Conference Intelligent Systems Design and Applications (ISDA), Springer, (2019), by Krishna, G. J., Ravi, V.
  • "Word2Vec and Evolutionary Computing driven Hybrid Deep Learning based Sentiment Analysis"
    -- In: Proceedings of 2nd International Conference on Soft Computing and Signal Processing (ICSCSP), Springer, ASIC, Hyderabad, India. (2019), by Bhaskar, D, Ravi, V.
Dr. B. M. Mehtre, Professor
  • "User Behavior Profiling Using Ensemble Approach for Insider Threat Detection"
    -- In: Proceedings of 5th IEEE International Conference on Identity, Security, and Behavior Analysis (ISBA 2019), IDRBT, Hyderabad, (Jan, 2019), by Malvika Singh, BM Mehtre, Sangeetha S
  • "Thermal to Visual Face Recognition using Transfer Learning"
    -- In: Proceedings of 5th IEEE International Conference on Identity, Security, and Behavior Analysis (ISBA 2019), IDRBT, Hyderabad, (Jan, 2019), by Yaswanth Gavini, BM Mehtre, Arun Agarwal
  • "Inter-path diversity metrics for increasing network robustness against zero-day attacks"
    -- In: Proceedings of 6th International Symposium on Security in Computing and Communication (SSCC-2018), Bangalore, India. (September 2018), by Ghanshyam S. Bopche, B. M. Mehtre
  • "Modeling and Analyzing Multistage Attacks Using Recursive Composition Algebra"
    -- In: Proceedings of 14th International Conference on Information Systems Security (ICISS 2018), IISc. Bangalore, India, IEEE (December 2018), by Ghanshyam S. Bopche, Gopal N. Rai, B. M. Mehtre and G.R. Gangadharan.
Dr. M. V. N. K. Prasad, Associate Professor
  • "Method for generating cancelable iris template by utilizing binary filter"
    -- In: Proceedings of International Conference on Information Processing (ICINPRO) (pp. 118-123). IEEE (2018), by Munaga V N K Prasad, Alugolu Jyothi
  • "A copy move forgery detection scheme based on dynamic surf feature detection and block matching"
    -- In: Proceedings of International Conference on Information Processing (ICINPRO) (pp. 124-129). IEEE (2018), by Munaga V N K Prasad, Pratyusha D.
  • "Study and Ranking of Vulnerabilities in the Indian Mobile Banking Applications using Static Analysis and Bayes Classification"
    -- In: Proceedings of 3rd International Conference on Computational Intelligence and Informatics (ICCII). Springer AISC (December, 2018), by Majeti, S.S., Habib, F., Janet, B., Dhavale, N.P.
Dr. Rajarshi Pal, Assistant Professor
  • "Reversible data hiding based on random distribution of reference pixels"
    -- Proceedings of The IEEE Region 10 Symposium, Sydney, Australia. 219-224. IEEE (2018)., by Uyyala, R., Pal, R.
  • "Statistical Profiling of n-grams for Payload based Anomaly Detection for HTTP Web Traffic"
    -- Proceedings of IEEE International Conference on Advanced Networks and Telecommunications Systems, Indore, India. IEEE (December, 2018)., by Chowdary, N., Pal, R
  • "Gaze-based graphical password using webcam"
    -- : Proceedings of 14th International Conference on Information Systems Security, IISc Bangalore, India. 448-461. LNCS 11281 (December, 2018)., by Tiwari, A., Pal, R
Dr. N. V. Narendra Kumar, Assistant Professor
  • "FlowConSEAL: Automatic flow consistency analysis of seandroid and selinux policies"
    -- Proceedings of 32nd DBSec, 291-231, Springer LNCS (2018)., by Radhika B.S., Narendra Kumar N.V., Shyamasundar R.K
  • "Static security certification of programs via dynamic labelling"
    -- Proceedings of 15th ICETE, 400-411, SciTePress (2018)., by Sandip Ghosal, Shyamasundar R.K., Narendra Kumar N.V
  • "An experimental flow secure file system"
    -- Proceedings of 17th TrustCom, 790-799, IEEE (2018)., by Shyamasundar R.K., Narendra Kumar N.V
  • "A Semantic Notion of Secure Information-Flow. In: Proceedings of Security and Privacy "
    -- Second ISEA International Conference, ISEA-ISAP, 32-52, Springer LNCS (2018)., by Narendra Kumar N.V., Shyamasundar R.K
Dr. P. Syam Kumar, Assistant Professor
  • "Dynamic verifiable outsourced database with freshness in cloud computing"
    -- Proceedings of 8th International Conference on Advances in Computing and Communication (ICACC). Vol. 143. 367-377. Procedia Computer Science, Elsevier. (September 2018)., by Swapnil Ramesh A, Syam Kumar P
  • "New hidden policy cp-abe for big data access control with privacy-preserving policy in cloud computing"
    -- Proceedings of 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT).1-7.IEEE. IISc., Bengaluru. (July 10-12, 2018)., by Sucharita Khuntia and P. Syam Kumar
  • "Attribute based range search over encrypted data for privacy preserving in cloud computing"
    -- Proceedings of 5th International Conference on Advances in Computing, Communications and Informatics (ICACCI).323-329. IEEE. (September 2018)., by Jeswanth Maseedu and Syam Kumar P
  • "Secure big data deduplication with dynamic ownership management in cloud computing"
    -- Proceedings of 3rd International Conference on Advanced Computing and Intelligent Engineering (ICACIE), Springer. (December 20-22, 2018)., by Srinivas Gonthireddy, Syam Kumar Pasupuleti
  • "A secure lightweight data aggregation scheme for cloud assisted IoT"
    -- Proceedings of 5th International Conference on Parallel, Distributed and Grid Computing (PDGC), IEEE. (December 20-22, 2018)., by Aishwarya Tripathi, Syam Kumar Pasupuleti
Papers Published in Book Chapters 2018-19
Dr. V. Ravi, Professor
  • "Evolutionary Computing Applied to Solve Some Operational Issues in Banks"
    -- Optimization in Industry Management and Industrial Engineering, Springer, (pp. 31-53). Cham (2019)., by Krishna, G. J., Ravi, V
  • "Anti-forensics for image & video tampering: a review. Cryptographic and Information Security Approaches for Images and Videos"
    -- CRC Press, Taylor and Francis Group. www.taylorfrancis.com/books/9780429435461/chapters/ 10.1201/9780429435461-27., by K. Sitara and B. M. Mehtre
  • "Review of image tampering detection techniques"
    -- Cryptographic and Information Security Approaches for Images and Videos, CRC Press, p.986 (2018)., by V. T. Manu and B. M. Mehtre
  • "Lightweight Ciphertext-policy Attribute-Based Encrypton Scheme for Data Privacy and Security in Cloud-assisted IoT"
    -- Real-Time Data Analytics for Large Scale Sensor Data, Chapter 5(2019), Elsevier., by Syam Kumar Pasupuleti, Dheerendra Varma
Patents
Dr. B. M. Mehtre, Professor
  • "A System and method for Detection and Prevention of Data Breach and Ransomware Attacks."
    -- United States Patent No.: US 10,262,139 B2, Date of Patent: April 16, 2019, by Hiran Viswanath, and B M Mehtre.
Frameworks
  • "White Paper on 5G Applications for Banking and Financial Sector in India", An IDRBT Publication, April, 2019, by Abhishek Thakur, Lalit Mohan, N P Dhavale, P Parthasarathy, V N Sastry and Team
  • "Blueprint of Blockchain Platform for Banking Sector and Beyond", An IDRBT Publication, January, 2019, by N V Narendra Kumar and Team
IDRBT Staff Paper Series 2017-18
  • "Rajarshi Pal, Sastry V. N., Prasad MVNK., and Ananth S.: Biometrics. An IDRBT Publication, October 2017"
IDRBT Contest Booklet
  • "Fourth IDRBT Banking Technology Innovation Contest", An IDRBT Publication, April, 2019, by Dr. Rajarshi Pal and Dr. P. Syam Kumar