Research Interest
Machine Learning, Deep Learning, Generative AI, Multimedia Forensics, Synthetic Media Forensics.
Education Qualification
Ph. D, IIT Kharagpur
Education
- Ph. D, Computer Science and Engineering, Indian Institute of Technology Kharagpur, West Bengal, India, 2016-2022
- M. Tech, Computer Science and Engineering, Spec. Information Security, National Institute of Technology Rourkela, Odisha, India, 2014- 2016
- B. Tech, Computer Science and Engineering, North Eastern Regional Institute of Science and Technology, Arunachal, India, 2008-2012
Work Experience
- Assistant Professor, August 2024 - Present
- National Institute of Technology Meghalaya, India
- Post Doctoral Fellow, June 2022 - December 2023
- GRIP, Image Processing Research Group, University of Federico II, Naples, Italy
- Supervisor : Professor (Dr. ) Luisa Verdoliva
Publications
International Journals
- D. B. Tariang, R. Corvi, D. Cozzolino, G. Poggi, K. Nagano and L. Verdoliva, "Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn’t There yet," in IEEE Security & Privacy, vol. 22, no. 3, pp. 37-49, May-June 2024, doi: 10.1109/MSEC.2024.3376637.
- D. B. Tariang, R. S. Chakraborty and R. Naskar, "A Robust Residual Dense Neural Network For Countering Antiforensic Attack on Median Filtered Images," in IEEE Signal Processing Letters, vol. 26, no. 8, pp. 1132-1136, Aug. 2019, doi: 10.1109/LSP.2019.2922498.
International Conferences
- D. B. Tariang, S. C. Birudaraju, R. Naskar, V. Khare and R. S. Chakraborty, "Malware Classification Through Attention Residual Network based Visualization," 2020 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), Kolkata, India, 2020.
- A. Roy, D. B. Tariang, R. S. Chakraborty and R. Naskar, "Discrete Cosine Transform Residual Feature Based Filtering Forgery and Splicing Detection in JPEG Images," 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Salt Lake City, UT, USA, 2018.
- D. B. Tariang, P. Sengupta, A. Roy, R. S. Chakraborty and R. Naskar, "Classification of Computer Generated and Natural Images based on Efficient Deep Convolutional Recurrent Attention Model ," 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, California, USA, 2019.
- D. B. Tariang, A. Roy, R. S. Chakraborty and R. Naskar, "Automated JPEG forgery detection with correlation based localization," 2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Hong Kong, China, 2017.
- D. B. Tariang and R. Naskar, "Re-compressed based JPEG forgery detection and localization through automated quality factor investigation," 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, 2016.
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