Designation: Assistant Professor
Department: Computer Science
Honour: Ph.D. (IIT-BHU)
Area of Interest: Biometric security and identification, Data privacy.
Office Phone : +91-751-2496341
Address: Room No - 213, Block F, ABV-IIITM Gwalior, Gwalior-474015 (M.P.)
Email: debanjan@iiitm.ac.in
Dr. Debanjan Sadhya is currently working as an Assistant Professor at Atal Bihari Vajpayee - Indian Institute of Information Technology & Management Gwalior, India. Prior to this, he was a Post-Doctoral Fellow at the Indian Institute of Technology Roorkee, India for one and a half years. He completed his Ph.D. from IIT(BHU), India in the area of biometric encryption in 2017. Before this, he completed his Master's (M-Tech, Specialization - Wireless Communication and Computing) from IIIT-Allahabad, India in 2013, and Bachelor's (B-Tech, Specialization - Computer Science and Engg.) from WBUT, India in 2010. His main areas of interest include biometrics, information security, data privacy, and cryptography. He has been a member of IEEE since 2015.
Professional Experience
Assistant Professor, Indian Institute of Information Technology and Management, Gwalior, February 2019 to present.
Post Doctoral Fellow, Indian Institute of Technology Roorkee, July 2017 to February 2019.
Academic Credentials
Ph.D.: Indian Institute of Technology (Banaras Hindu University), 2017.
M.Tech.: Indian Institute of Information Technology Allahabad, 2013.
B.Tech.: West Bengal University of Technology, West Bengal, 2010.
Sponsored Projects
Title: Design of privacy-preserving and efficient mechanisms for handling heterogeneous biometric data in the context of AadhaarRole: Principal Investigator (PI)
Funding Agency: Science and Engineering Research Board (SERB), Government of India
File Number: SRG/2021/000051
Grant Amount: Rs. 15.08 lakhs
Duration: 2 years
Title: Identifying privacy risks due to contact tracing during COVID-19 and their mitigation
Role: Principal Investigator (PI)
Funding Agency: Technology Innovation and Incubation Center (TIIC), ABV-IIITM Gwalior (under TIDE 2.0 Scheme)
File Number: TIIC/COVID-19/CFP/28
Grant Amount: Rs. 3.50 lakhs
Duration: 1 year
JOURNALS
Debanjan Sadhya, Bodhi Chakraborty, "Quantifying the Effects of Anonymization Techniques over Micro-databases'', IEEE Transactions on Emerging Topics in Computing, 2022. DOI: 10.1109/TETC.2022.3141754
Joy Brahma, Debanjan Sadhya, "Preserving Contextual-Privacy for Smart home IoT devices with Dynamic Traffic Shaping'', IEEE Internet of Things Journal, 2021. DOI: 10.1109/JIOT.2021.3126453
Gaurav Yadav, Santosh Singh Rathore, Debanjan Sadhya, ''Named entity recognition for weather domain text in Hindi'', International Journal of Swarm Intelligence, 2021. DOI: 10.1504/IJSI.2021.118623
Debanjan Sadhya, Utkarsh Utsav, Zahid Akhtar, ''Generation of Cancelable Locality Sampled Codes from Facial Images'', IET Biometrics, 2021. DOI: 10.1049/bme2.12016
Ashish Sharma, Nikita Sharma, Yatharth Saxena, Anuraj Singh, Debanjan Sadhya, ''Benchmarking Deep Neural Network Approaches for Indian Sign Language Recognition'', Neural Computing and Applications, 2020. DOI: 10.1007/s00521-020-05448-8
Debanjan Sadhya, Kanjar De, Balasubramanian Raman, Partha Pratim Roy, ''Efficient Extraction of Consistent Bit Locations from Binarized Iris Features'', Expert Systems With Applications, 2020. DOI: 10.1016/j.eswa.2019.112884
Debanjan Sadhya, Sanjay Kumar Singh, ''A Comprehensive Survey of Unimodal Facial Databases in 2D and 3D Domains'', Neurocomputing, 2019. DOI: 10.1016/j.neucom.2019.05.045
Debanjan Sadhya, Kanjar De, Balasubramanian Raman, Partha Pratim Roy, ''Development of a Clustering Based Fusion Framework for Locating the Most Consistent IrisCodes Bits'', Information Sciences, 2019. DOI: 10.1016/j.ins.2019.04.001
Debanjan Sadhya, Balasubramanian Raman, ''Generation of Cancelable Iris Templates via Randomized Bit Sampling'', IEEE Transactions on Information Forensics & Security, 2019. DOI: 10.1109/TIFS.2019.2907014
Amit, Balasubramanian Raman, Debanjan Sadhya, ''Dynamic Texture recognition using Local Tetra Pattern - Three Orthogonal Planes (LTrP-TOP)'', The Visual Computer, 2019. DOI: 10.1007/s00371-019-01643-4
Debanjan Sadhya, Sanjay Kumar Singh, ''Design of a cancelable biometric template protection scheme for fingerprints based on Cryptographic hash functions", Multimedia Tools and Applications, 2018. DOI: 10.1007/s11042-017-5095-x
Debanjan Sadhya, Sanjay Kumar Singh, ''Construction of a Bayesian Decision Theory Based Secure Multimodal Fusion Framework for Soft Biometric Traits", IET Biometrics, 2017. DOI: 10.1049/iet-bmt.2017.0049
Debanjan Sadhya, Sanjay Kumar Singh, ''Privacy risks ensuing from crossmatching among databases: A case study for soft biometrics", Information Processing Letters, 2017. DOI: 10.1016/j.ipl.2017.08.001
Debanjan Sadhya and Sanjay Kumar Singh, ''Providing robust security measures to Bloom filter based biometric template protection schemes'', Computers & Security, 2017. DOI: 10.1016/j.cose.2017.02.013
Debanjan Sadhya, Sanjay Kumar Singh, Bodhi Chakraborty, ''Review of keybinding-based biometric data protection schemes'', IET Biometrics, 2016. DOI: 10.1049/iet-bmt.2015.0035
Debanjan Sadhya, Sanjay Kumar Singh, ''Privacy preservation for soft biometrics based multimodal recognition system'', Computers & Security, 2016. DOI: 10.1016/j.cose.2016.01.003
CONFERENCES
Himanshi Kalra, Abhishek Pratap Singh, Debanjan Sadhya, "Anomaly detection in Border Gateway Protocol using supervised machine learning'', 3rd IEEE Bombay Section Signature Conference (IBSSC), India, 2021. DOI: 10.1109/IBSSC53889.2021.9673281
Divya, Sunil Kumar, Debanjan Sadhya, Santosh Singh Rathore, "Efficient Text Normalization via Hybrid Bi-directional LSTM'', 3rd IEEE Bombay Section Signature Conference (IBSSC), India, 2021. DOI: 10.1109/IBSSC53889.2021.9673310
Himanshu Choudhary, Debanjan Sadhya, Vinal Patel, "Automatic Speaker Verification using Gammatone Frequency Cepstral Coefficients'', 8th International Conference on Signal Processing & Integrated Networks (SPIN), India, 2021. DOI: 10.1109/SPIN52536.2021.9566150
Arun Negi, Santosh Singh Rathore, Debanjan Sadhya, "USB Keypress Injection Attack Detection via Free-Text Keystroke Dynamics'', 8th International Conference on Signal Processing & Integrated Networks (SPIN), India, 2021. DOI: 10.1109/SPIN52536.2021.9566083
Nishant Raj, Debanjan Sadhya, "Securing Biometric Data over Cloud via Shamir's Secret Sharing", 5th IAPR International Conference on Computer Vision & Image Processing (CVIP), India, 2020. DOI: 10.1007/978-981-16-1086-8_25
Saurabh Mishra, Debanjan Sadhya, "LiARX: A lightweight cipher based on the LTS design strategy of ARX", 16th International Conference on Information Systems Security (ICISS), India, 2020. DOI: 10.1007/978-3-030-65610-2_2
Saloni Nanwate, Debanjan Sadhya, "Similarity Attack on Cancelable Biometric Templates using Particle Swarm Optimization", IEEE International Conference on Computing, Power and Communication Technologies (GUCON), India, 2020. DOI: 10.1109/GUCON48875.2020.9231257
Sanyam Rajpal, Debanjan Sadhya, Kanjar De, Partha Pratim Roy, Balasubramanian Raman, ''EAI-NET: Effective and Accurate Iris Segmentation Network'', 8th International Conference on Pattern Recognition and Machine Intelligence (PReMI), India, 2019. DOI: 10.1007/978-3-030-34869-4_48
Debanjan Sadhya, Zahid Akhtar, Dipankar Dasgupta, ''A Locality Sensitive Hashing Based Approach for Generating Cancelable Fingerprints Templates'', 10th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), USA, 2019. DOI: 10.1109/BTAS46853.2019.9185991
Debanjan Sadhya, Bodhi Chakraborty, ''A Quantitative Study of Attribute-based Correlation in Micro-databases and its Effects on Privacy'', 24th Australasian Conference on Information Security and Privacy (ACISP), New Zealand, 2019. DOI: 10.1007/978-3-030-21548-4_37
Debanjan Sadhya, Akshay Agarwal, Balasubramanian Raman, ''Perfectly Secure Shamir's Secret Sharing Scheme for Privacy Preserving Image Processing Over Cloud'', 11th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), India, 2018. DOI: 10.1145/3293353.3293360
Anjali Gautam, Debanjan Sadhya, Balasubramanian Raman, ''A Modified FCM Based Brain Lesion Segmentation Scheme for Medical Images'', 3rd IAPR International Conference on Computer Vision & Image Processing (CVIP), India, 2018. DOI: 10.1007/978-981-32-9291-8_13
Bodhi Chakraborty, Debanjan Sadhya, Shekhar Verma, Krishna Pratap Singh, ''Information Theoretic Analysis of Privacy in a Multiple Query-Response Based Differentially Private Framework'', International Conference on Communication, Networks and Computing (CNC), 2018, India. DOI: 10.1007/978-981-13-2372-0_23
Debanjan Sadhya, Ankit Gautam, Sanjay Kumar Singh, ''Performance Comparison of Some Face Recognition Algorithms on Multi-covariate Facial Databases'', 4th International Conference on Image Information Processing (ICIIP), India, 2017. DOI: 10.1109/ICIIP.2017.8313741
Debanjan Sadhya, Bodhi Chakraborty, Sanjay Kumar Singh, ''Capturing the Effects of Attribute-Based Correlation on Privacy in Micro-databases", 14th International Conference on Security and Cryptography (SECRYPT), Spain, 2017. DOI: 10.5220/0006417504300436
Debanjan Sadhya, Parth Pahariya, Rishi Yadav, Apoorv Rastogi, Ayush Kumar, Lakshya Sharma, Sanjay Kumar Singh, ''BioSoft - A Multimodal Biometric Database Incorporating Soft Traits'', 3rd IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), India, 2017. DOI: 10.1109/ISBA.2017.7947693
Debanjan Sadhya, Sanjay Kumar Singh, ''An Improved and Robust Fusion Framework for Soft Biometric Traits'', IEEE UP Section Conference on Electrical Computer and Electronics (UPCON), India, 2015. DOI: 10.1109/UPCON.2015.7456718
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