NIT Warangal

Information

Room No: CS144, Ground Floor, E & ICT Building, Department of CSE +91-870-2462718 ilaiahkavati@nitw.ac.in Bio Sketch

Key Notes

Journal(s): 22
Conference(s): 28
Book Chapter(s): 4
Text Book(s): 3
PhD: Current - 10
Event(s) Organized: Workshop - 4

57

PUBLICATIONS

10

DOCTORAL STUDENTS

1

PROJECT

4

PATENTS

Research Areas

Biometric Security

Deep Learning

Face Presentation Attack Detectiopn

Image/Video Processing

EDUCATION QUALIFICATION

Degree	Institute	Year
Doctor of Philosophy	University of Hyderabad	2016
Master of Technology	JNTU Hyderabad	2009
Bachelor of Technology	JNTU Hyderabad	2004

COURSES HANDLED

Course	L-T-P	Credit	Degree Level
Statistical Tools Practice(CS1209)	0-1-2	2	UG
Biometric Security(CS26021)	3-0-0	3	PG
Computer Architecture(CS331)	3-0-0	3	UG
Operating Systems Design( CS2208)	3-0-0	3	UG
Operating System Principles(CSM04)	3-0-0	3	UG
Operating System Concepts(CS5302)	3-0-0	3	PG
Computer Architecture(CS253)	3-0-0	3	UG
Biometric Security(CS5217)	3-0-0	3	PG
Data Structures(CS182)	3-0-2	4	UG

RESEARCH IDs

PUBLICATIONS

Journal(s)

Violence Detection in Videos Using Discriminant Frame Extraction and Convolutional Long Short-Term Memory, By Venkatesh Akula and ilaiah Kavati, MIR Labs, USA, Journal of Advances in Information Technology,, vol.17 (1), pp.251-260, 2026

Gradient-Reversed Domain-Generalizable Multi-Modal Cross-Attention Network for Robust Face Anti-Spoofing, By Koyya Deepthi Krishna Yadav, Ilaiah Kavati, Ramalingaswamy Cheruku, IEEE, IEEE Transactions on Biometrics, Behavior, and Identity Science, vol., pp., 2025

CCLHF-Net: Constrained Convolution Layer and Hybrid Features-Based Skip Connection Network for Image Forgery Detection, By Koyya Deepthi Krishna Yadav and Ilaiah Kavati, Springer, Arabian Journal for Science and Engineering, vol.50, pp.825–834, 2025

Context-Preserving and Sparsity-Aware Temporal Graph Network for Unified Face Forgery Detection, By Koyya DeepthiKrishna Yadav and Ilaiah Kavati, IEEE, IEEE Transactions on Consumer Electronics, vol., pp., 2025

Human Violence Detection in Surveil- lance using Key Frame Identification and 3D CNN with Convolutional Block Attention Module, By Venkatesh Akula and Ilaiah Kavati, Springer, Circuits, Systems, and Signal Processing, vol.43 , pp.7924–7950, 2024

Trust-based permissioned blockchain network for identification and authentication of internet of smart devices: An e-commerce prospective, By Erukala Suresh Babu, Ilaiah Kavati, Ramalingaswamy Cheruku, ,, Journal of Interconnection Networks, vol.24, pp.825-834, 2024

Sentiment classification with modified RoBERTa and recurrent neural networks, By R Cheruku, K Hussain, Ilaiah Kavati, Springer, Multimedia Tools and Applications, vol.83(10), pp.29399-29417, 2024

Secure and transparent pharmaceutical supply chain using permissioned blockchain network, By ES Babu, Ilaiah Kavati, Taylor & Francis, International Journal of Logistics Research and Applications , vol.27 (12), pp.2839-2866, 2024

Enhanced resource provisioning and migrating virtual machines in heterogeneous cloud data center, By DRVemula, MK Morampudi, Ilaiah Kavati, Springer, Journal of Ambient Intelligence and Humanized Computing, vol.14 (9), pp.12825-12836, 2023

Bolt looseness detection in lap joints using Percussion Technique and Back Propaga- tion Neural Network, By N Chelimilla, N Kali, S Korla, Ilaiah Kavati, ., Journal of Mechanics and Design, vol.6 (1), pp.1-10, 2023

Complex Human Activity Recognition with Deep Inception Learning and Squeeze Excitation Framework., By Ilaiah Kavati, V Akula, ES Babu, R Cheruku, MIR Labs, USA, Journal of Information Assurance and Security , vol.17 (2), pp.80-91, 2022

Permissioned Blockchain-based Collaborative Intrusion Detection System to Secure Internet of Things Against DDoS Attacks, By ES Babu, BKNS Rao, MS Rao, Ilaiah Kavati, R Cheruku , MIR Labs, USA, Journal of Information Assurance and Security , vol.17 (5), pp.178-191, 2022

Verifiable Authentication and Issuance of Academic Certificates using Permissioned Blockchain Network, By E Suresh Babu, Ilaiah Kavati, ,, International Journal of Information Security and Privacy (IJISP) . Vol. 16, Issue 1, 2022. ( SCI Indexed), vol.16 (1), pp.1-24, 2022

TSCTNet: Traffic Signal and Countdown Timer Detection Network for Autonomous Vehicles, By Dhananjai Chand, Savyasachi Gupta and Ilaiah Kavati, MIR Labs, USA, International Journal of Computer Information Systems and Industrial Management Applications, vol.13, pp.182-191, 2021

Design of a fingerprint template protection scheme using elliptical structures, , By Ilaiah Kavati, E. Suresh Babu, Ramalinga Swamy Cheruku, Elsevier, ICT Express, vol.7(4), pp.497-500, 2021

Biometric template security using convex hulls features, By Pinnap Pranathi, Ilaiah Kavati, ., Journal of Computational and Theoretical Nanoscience,, vol.16 (5), pp.1947-1955, 2019

An empirical study of resource allocation in various aspects of cloud computing, By G. Kiran Kumar, K. SrinivasaRao, Ilaiah Kavati, ., Journal of Advanced Research in Dynamical and Control Systems , vol.9 (8), pp.227-236, 2017

A Score-Based Indexing and Retrieval Technique for Biometric Databases, By Ilaiah Kavati, Munaga VNK Prasad, Chakravarthy Bhagvati, ., Journal of Pattern Recognition and Artificial Intelligence, vol.31(6), pp.1-21, 2017

A clustering-based indexing approach for biometric databases using decision-level fusion, By Ilaiah Kavati, Munaga VNK Prasad, Chakravarthy Bhagvati, ,, International Journal of Biometrics, vol.9(1), pp.17-43, 2017

Signboard Text Translator: A Guide to Tourist, By Ilaiah Kavati, G Kiran Kumar, K Sarika and K Srinivasa Rao, ,, International Journal of Electrical and Computer Engineering, vol. 7(5), pp.2496-2501, 2017

Hand vein authentication system using connected minutiae neighbors, By Ilaiah Kavati, Munaga V. N. K. Prasad, ,, International Journal of Trust Management in Computing and Communications, vol.2(3), pp.296-308, 2014

A secure palmprint authentication system using chaotic mixing and watermarking, By Ilaiah Kavati, Munaga V. N. K. Prasad, ,, International Journal of Biometrics, vol.6(4), pp. 321-334, 2014

Conference(s)

Skeleton Spirals and Temporal Saliency-based Key Poses for Enhanced Human Activity Detection in Indoor Settings By Ilaiah Kavati, 4th International Conference on Machine Learning and Data Engineering (ICMLDE-2025), 2025

Deep Biometric Intelligence: Predicting Blood Groups from Fingerprints By Ilaiah Kavati, Laxmigovini P, and Koyya Deepthi Krishna Yadav , 4th International Conference on Machine Learning and Data Engineering (ICMLDE-2025)., 2025

Illegal Parking Detection with Attention-Enhanced YOLO Models for Smart Cities By Ilaiah Kavati, Shravani Gurram, and Koyya Deepthi Krishna Yadav, 8th International Conference on Data Analytics and Cyber Security (DACS-2025)., 2025

Agricultural Cotton Price Forecasting in Indian Mandis Using Deep Learning By Sachin Sharma, Koyya Deepthi Krishna Yadav, and Ilaiah Kavati, 8th International Conference on Data Analytics and Cyber Security (DACS-2025), 2025

Attention-Enhanced YOLO Models for Pothole Detection in Autonomous Vehicles: Advancing Road Safety in Intelligent Transportation By Laxmigovini P, Ilaiah Kavati, and Koyya Deepthi Krishna Yadav , 8th International Conference on Data Analytics and Cyber Security (DACS-2025)., 2025

Multi-Modal Self-Supervised Contrastive Learning for Face Anti-Spoofing By Koyya Deepthi Krishna Yadav, Ilaiah Kavati, and Deepak, , 10th IAPR-endorsed International Conference on Computer Vision and Image Processing (CVIP-2025), 2025

DeSpoofNet: Hybrid Vision Transformer and Attention-DenseNet Architecture for Face Anti-Spoofing By Koyya Deepthi Krishna Yadav, Jyoyi Purnima Singh, and Ilaiah Kavati, 6th International Conference on Frontiers in Computing and Systems (COMSYS-2025), 2025

Wrong-Way Driving Detection with YOLOv9 and Convolutional Neural Networks By P Kiranmaie, Abhisatwika Reddy Chada, Ilaiah Kavati, International Conference on Machine Learning and Data Engineering, 2024

Enhancing Ensemble Models through Diversity using K-means for Effective Diabetes Classification By J Dey, R Cheruku, A Srinivas, Ilaiah Kavati, B Vijayasree, P Kodali, CONECCT, 2024

Blockchain-based authentication mechanism for edge devices in fog-enabled iot networks By ES Babu, AA Devi, Ilaiah Kavati, BKN Srinivasarao, TENCON, 2023

Cancelable Iris Template Generation Using Weber Local Descriptor and Median Filter Projection By Ilaiah Kavati; Venkatesh Akula; Erukala Suresh Babu; Ramalingaswamy Cheruku, TENCON, 2023

Deep Learning based Pothole Detection for Intelligent Transportation Systems By Ilaiah Kavati, 26th International Conference ADCOM, 2022

Predicting Wildfire using Live Fuel Moisture Content with Machine Learning By R Cheruku, A Kohli, P Kodali,Ilaiah Kavati, INDICON, 2022

Non-invertible cancellable template for fingerprint biometric By Ilaiah Kavati, E Suresh Babu, Ramalingaswamy Cheruku, V Dinesh Reddy, International Conference on Hybrid Intelligent Systems, 2021

Computer vision based animal collision avoidance framework for autonomous vehicles By S Gupta, D Chand,Ilaiah Kavati, 5th International Conference on Computer Vision and Image Processing, 2021

Smart contract based next-generation public key infrastructure (PKI) using permissionless blockchain By Ilaiah Kavati, E Suresh Babu, Ramalingaswamy Cheruku, 17th International Conference on Information Assurance and Security, 2021

Real-Time Traffic Sign Recognition and Classification Using Deep Learning By Ilaiah Kavati, ES Babu, R Cheruku, International Conference on Soft Computing and Pattern recognition, 2021

Computer Vision based Accident Detection for Autonomous Vehicles By Dhananjai Chand; Savyasachi Gupta; Ilaiah Kavati, India Council International Conference (INDICON), 2020

Spatial Co-location Pattern Mining Using Delaunay Triangulation By G. Kiran Kumar, Ilaiah Kavati, Koppula Srinivas Rao & Ramalingaswamy Cheruku , International Conference on Latest Advances in Machine Learning and Data Science , 2018

Fast Palmprint Retrieval using Minutiae Neighbor Structure By Ilaiah Kavati, nternational Conference on Latest Advances in Machine Learning and DAta Science, 2018

A Secure Railway Crossing System Using IoT By E. Amarnatha Reddy, Ilaiah Kavati, nternational Conference on Electronics, Communication and Aerospace Technology (ICECA), 2017

An Efficient Coding Method for Indexing Hand-based Biometric Databases By Ilaiah Kavati, Munaga V. N. K. Prasad, Chakravarthy Bhagvati, Advances in Intelligent Systems and Computing, , 2015

Palmprint retrieval based on match scores and decision-level fusion By Ilaiah Kavati; Munaga V N K Prasad; Chakravarthy Bhagvati, International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2015

A New Indexing Method for Biometric Databases using Match Scores and Decision- Level Fusion By Ilaiah Kavati, MVNK Prasad and Chakravarthy Bhagvati,, Advanced Computing, Networking and Informatics- Volume 1, Smart Innovation Systems and Technologies,, 2014

Classification of Extended Delaunay Triangulation for Fingerprint Indexing By Ilaiah Kavati; VamshiKrishna Chenna; Munaga V.N.K. Prasad; Chakravarthy Bhagvati, 8th Asia International Conference on Mathematical Modeling & Computer Simulation, 2014

Palmprint Recog- nition Using Fusion of 2D-Gabor and 2D Log-Gabor Features By Ilaiah Kavati, MVNK Prasad , Recent Trends in Computer Networks and Distributed Systems Security, Communica- tions in Computer and Information Science, , 2014

Hand Vein Authentication System Using Dynamic ROI By Munaga V. N. K. Prasad, Ilaiah Kavati & Kanavu Ravindra , Security in Computing and Communications, 2013

Vein Pattern Indexing Using Texture and Hierarchical Decomposition of Delaunay Triangulation By Ilaiah Kavati, Munaga V. N. K. Prasad & Chakravarthy Bhagvati , Security in Computing and Communications, 2013

Text Book(s)

Intelligent Support Systems for Autonomous Vehicles: Towards Safer and Smarter Mobility By Ilaiah Kavati (Published by: LAP Lambert Academic Publishing), ISBN: 978-620-8-45420-3, 2025

Spatial Co-location Pattern Mining Concepts and Techniques By G Kiran Kumar, Ilaiah Kavati (Published by: LAP Lambert Academic Publishing), ISBN 978-613-7-38153-3, 2018

Efficient Biometric Indexing and Retrieval Techniques for Large-Scale Systems By Ilaiah Kavati, MVNK Prasad and Chakravarthy Bhagvati (Published by: Springer), ISBN 978-3-319-57659-6, 2017

Book Chapter(s)

Non-invertible Cancellable Template for Fingerprint Biometric By Ilaiah Kavati,E Suresh Babu, Ramalingaswamy Cheruku in Hybrid Intelligent Systems, Springer, ISBN: 978-3-030-96305-7, 2021

Smart Contract Based Next-Generation Public Key Infrastructure (PKI) Using Permissionless Blockchain By Suresh Babu Erukala , Ilaiah Kavati in Hybrid Intelligent Systems, Springer, ISBN: 978-3-030-96305-7, 2021

Search Space Reduction in Biometric Databases: A Review By Ilaiah Kavati, MVNK Prasad and Chakravarthy Bhagvati in Computer Vision: Concepts, Methodologies, Tools, and Applications, IGI Global, USA, ISBN13: 9781522552048, 2018

Biometric Authentication Based on Hand Vein Pattern By Ilaiah Kavati, MVNK Prasad in Research Developments in Biometrics and Video Processing Techniques, IGI Global, USA, ISBN13: 9781466648685, 2013

Patent(s)

AI Enabled Device for Detection of Parkinson’s Disease (421166-001)

Convolutional Neural Network Architecture Optimization Device (421902-001)

IOT based COVID Patients Health Monitoring System (421163-001)

Machine Learning based Wireless Network Security Hub (421303-001)

PROJECT / CONSULTANCY

Cancelable index keys for fast and secure biometric identification

Role: Principal Investigator
Type: Research
Sponsor: MHRD-NITW
Project Cost (INR): 500000
Date of Commencement: 10-07-2018 Date of Completion: 09-07-2020
Duration: 24 Months
Status: Completed

RESEARCH FELLOWS / PhD STUDENTS