Priyanka Singh

Postdoctoral Fellow
Department of Computer Science
Room 518
Dartmouth College
Hanover, NH 03755
Phone : 518-253-3707
Email : Priyanka.Singh@dartmouth.edu, priyankaap@gmail.com
Links : Google Scholar, LinkedIn

Research Interests
My research interests include encrypted domain processing, multimedia security, detection of faked multimedia, homomorphic encryption, digital watermarking and secure data deduplication.
Background
I am currently working as postdoctoral fellow in the department of computer science at Dartmouth College with Prof. Hany Farid. I previously worked at University at Albany, SUNY with Prof. Pradeep K. Atrey. I have also working with Dr. Balasubramanian Raman and Prof. Manoj Misra at Indian Institute of Technology (IIT) Rookee , India as postdoctoral fellow. I received my PhD from Motilal Nehru National Institute of Technology, India under the advising of Prof.Suneeta Agarwal.
Publications
Refereed Journal Publications
  • Priyanka Singh, Balasubramanian Raman, Manoj Misra, A (n, n) threshold non-expansible XOR based visual cryptography with unique meaningful shares, Signal Processing, Volume 142, January 2018 Pages 301-319, ISSN 0165-1684, http://dx.doi.org/10.1016/j.sigpro.2017.06.015.
  • Priyanka Singh, Balasubramanian Raman, Nishant Agarwal, Towards encrypted video tampering detection and localization based on POB number system over cloud, IEEE Transactions on Circuits and Systems for Video Technology, June 2017, ISSN 1051-8215, doi: 10.1109/TCSVT.2017.2716828.
  • Priyanka Singh, Balasubramanian Raman, Nishant Agarwal and Pradeep Atrey, Secure cloud based image tampering detection and localization using POB number system, ACM Transactions on Multimedia Computing Communications and Applications, Volume 13 Issue 3, June 2017, Article No. 23, doi:10.1145/3077140 2017.
  • Priyanka Singh, Balasubramanian Raman, Manoj Misra, A secure image sharing scheme based on SVD and Fractional Fourier Transform, Signal Processing: Image Communication, Volume 57, September 2017, Pages 46-59, ISSN 0923-5965, https://doi.org/10.1016/j.image.2017.04.012.
  • Priyanka Singh, Balasubramanian Raman, Manoj Misra, Just process me, without knowing me: a secure encrypted domain processing based on Shamir secret sharing and POB number system, Multimedia Tools and Applications, June 2017, ISSN 1573-7721, https://doi.org/10.1007/s11042-017-4906-4.
  • Priyanka Singh, Balasubramanian Raman, Reversible data hiding for rightful ownership assertion of images in encrypted domain over cloud, AEU - International Journal of Electronics and Communications, Volume 76, June 2017, Pages 18-35, ISSN 1434-8411, https://doi.org/10.1016/j.aeue.2017.03.005.
  • Priyanka Singh and Balasubramanian Raman, Reversible data hiding based on Shamir’s secret sharing for color images over cloud, Information Sciences (Elsevier), Volume 422, January 2018, Pages 77-97 2018.
  • Rajkumar Saini, Barjinder Kaur, Priyanka Singh, Pradeep Kumar, Partha Pratim Roy, Balasubramanian Raman and Dinesh Singh, Don’t just sign use brain too: A novel multimodal approach for user identification and verification, Information Sciences, Volume 430–431, March 2018, Pages 163-178 (Elsevier), 2018.
  • Himanshu Gauba, Pradeep Kumar, Partha Pratim Roy, Priyanka Singh, Devi Prasad Dogra and Balasubramanian Raman, Prediction of advertisement preference by fusing EEG response and sentiment analysis, Neural Networks, Volume 92, August 2017, Pages 77-88, ISSN 0893-6080, https://doi.org/10.1016/j.neunet.2017.01.013.
  • Anshul Mittal, Partha Pratim Roy, Priyanka Singh and Balasubramanian Raman, Rotation and script independent text detection from video frames using sub pixel mapping, Journal of Visual Communication and Image Representation, Volume 46, July 2017, Pages 187-198, ISSN 1047-3203, https://doi.org/10.1016/j.jvcir.2017.03.002.
  • Priyanka Singh and Balasubramanian Raman A secured robust watermarking scheme based on majority voting concept for rightful ownership assertion, Multimedia Tools and Applications (Springer), October 2016, pp. 1-21, DOI: 10.1007/s11042-016-4006-x, 2016.
  • Priyanka Singh, Balasubramanian Raman and Partha Pratim Roy, A multimodal biometric watermarking system for digital images in redundant discrete wavelet transform, Multimedia Tools and Applications (Springer), November 2016, pp. 1-27, DOI: 10.1007/s11042-016-4006-x, 2016.
  • Priyanka Singh and Suneeta Agarwal, A self recoverable dual watermarking scheme for copyright protection and integrity verification, Multimedia Tools and Applications (Springer),February 2016, pp. 1-27, DOI 10.1007/s11042-015-3198-9, 2016.
  • Priyanka Singh and Suneeta Agarwal, A region adaptive robust watermarking scheme based on homogeneity analysis, International Arab Journal of Information Technology (IAJIT), volume 13, no. 5, 2016.
  • Priyanka Singh and Suneeta Agarwal, An efficient fragile watermarking scheme with multilevel tamper detection and recovery based on dynamic domain selection, Multimedia Tools and Applications (Springer), August 2015, pp. 8165-8194, DOI 10.1007/s11042-015-2736-9, 2015.
Refereed Conference/Workshop Publications
  • Aishwary K. Pandey, Priyanka Singh, Nishant Agarwal, Balasubramanian Raman, SecMed: A secure approach for proving rightful ownership of medical images in encrypted domain over cloud, accepted for publication in IEEE International Conference on Multimedia Information Processing and Retrieval, April 10-12, Miami, Florida, USA, 2018.
  • Neha Sharma, Priyanka Singh and Pradeep K. Atrey, Towards SecureCMerge: Secure PDF Merging Over Untrusted Servers, accepted for publication in IEEE International Conference on Multimedia Information Processing and Retrieval, April 10-12, Miami, Florida, USA, 2018.
  • Vikram Patil, Priyanka Singh, Shivam Parikh and Pradeep K. Atrey, GeoSClean: Secure Cleaning of GPS Trajectory Data using Anomaly Detection, accepted for publication in IEEE International Conference on Multimedia Information Processing and Retrieval, April 10-12, Miami, Florida, USA, 2018.
  • APriyanka Singh, Shashank Arora, Kaliel L. Williamson, Pradeep Atrey, S3Email: A method for securing emails from service providers, IEEE International Conference on Systems, Man, and Cybernetics (SMC), October 5-8, Banff, Canada, 2017.
  • Ashish Agarwal, Priyanka Singh, Pradeep Atrey, DICE: A dual integrity convergent encryption protocol for client side secure data deduplication, IEEE International Conference on Systems, Man, and Cybernetics (SMC), October 5-8, Banff, Canada, 2017.
  • Vikram Patil, Shivam Parikh, Priyanka Singh, and Atrey Pradeep. Geosecure: Towards secure outsourcing of GPS data over, IEEE CNS Workshop on Security and Privacy in the Cloud, October 9-11, Las Vegas, USA 2017.
  • Pushkar Shukla, Tanu Gupta, Aradhya Saini, Priyanka Singh and R. Balasubramanian, A deep learning framework for recognizing developmental disorders, IEEE Winter Conference on Applications of Computer Vision (WACV), USA, pp 705-714, March 2017.
  • Amitesh Singh Rajput, Priyanka Singh, Balasubramanian Raman, CryptFine: Towards secure cloud based filtering in encrypted domain, ISEA Asia Security and Privacy (ISEASP), pp 1-8 January 2017.
  • Priyanka Singh, Nishant Agarwal and Balasubramanian Raman, Don't see me, just filter me: Towards secure cloud based filtering using Shamir's secret sharing and POB number system, Tenth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP '16). ACM, New York, NY, USA, 2016.
  • Priyanka Singh, Balasubramanian Raman and Manoj Misra, Region of interest based robust watermarking scheme exploiting the homogeneity analysis, IEEE TENCON 2016, pp. 2046-2051, Singapore, SINGAPORE, 22-25 Nov 2016.
  • Priyanka Singh, Balasubramanian Raman and Manoj Misra, A reversible robust watermarking scheme based on two out of two visual cryptography approach, IEEE TENCON 2016, pp. 1628-1633, Singapore, SINGAPORE, 22-25 Nov 2016.
  • Anjali Gautam, Priyanka Singh and Balasubramanian Raman, Automatic classification of leukocytes using morphological features and naive Bayes classifier, IEEE TENCON 2016, pp. 1023-1027, Singapore, SINGAPORE, 22-25 Nov 2016.
  • Priyanka Singh and Suneeta Agarwal, A hybrid DCT-SVD based robust watermarking scheme for copyright protection, International Conference on Emerging Trends in Engineering and Technology (ICETET'2013), pp. 1-5,Patong Beach, Phuket (Thailand), Dec. 7-8 2013.
  • Priyanka Singh, SuneetaAgarwal and Ankita Kumar, Homogeneity analysis based robust watermarking scheme based on singular value decomposition for color images, Artificial Intelligence and Soft Computing (AISC 2012), IIT BHU, Varanasi, 7-9 Dec. 2012.
  • Priyanka Singh, Suneeta Agarwal and Ankita Kumar, A region specific robust watermarking scheme based on singular value decomposition, Fifth International Conference on Security of Information and Networks, pp. 117-123, New York, NY, USA 2012.
Professional Activities
Chair/Organizer
  1. Publicity chair, 2nd IEEE International Workshop on Privacy Issues in Multimedia (PIM’18) in International Conference on Multimedia and Expo (ICME) to be held in San Diego, USA, July 23-27, 2018.
  2. Publicity Chair, 2nd International Conference on Computer Vision and Image Processing and Workshop on Multimedia(CVIP-WM 2017) at Indian Institute of Technology, Roorkee, India.
  3. Organizer, International Conference on Computer Vision and Image Processing (CVIP 2016) at Indian Institute of Technology, Roorkee, India.
  4. Organizer, QIP Short term course on Vision, Graphics and their Applications (2016) at Indian Institute of Technology, Roorkee, India.
  5. Organizer, MATLAB & Latex: Simulation with Documentation (SIMDOC-2015), 7 days workshop held in CSED, MNNIT, India.
  6. Organizer, MATLAB & Latex: Simulation with Documentation (SIMDOC-2014), 7 days workshop held in CSED, MNNIT, India.
  7. Organizer, National Workshop on Information Security and Computer Forensics (WISCF-2014), 7 days workshop held in CSED, MNNIT, India.
  8. Organizer, National Workshop on Self Defense for Women, 7 days workshop held in MNNIT Allahabad, India.
Invited Lectures
  1. Delivered a talk on Securing Emails from Service Providers at State University of New York at Albany, USA.
  2. Delivered a lecture on Digital Watermarking and its Applications in QIP Short term course on Vision, Graphics and their Applications (July 2016) at Indian Institute of Technology at Roorkee, India.
  3. Delivered a lecture on Multimedia Security and Technical Writing in Short term course on MATLAB & Latex: Simulation with Documentation (SIMDOC-2015) in 30 June- 05 July at CSED, National Institute of Technology at Allahabad, India.
Workshop Attended
  1. NETSEC: Workshop of 7 days in CSED, IIT Roorkee, India.
  2. NIWC: Workshop of 7 days in Mathematics Department, MNNIT Allahabad, India.
  3. BIO-GEOS: Workshop of 7 days in Civil Engineering, MNNIT Allahabad, India
  4. NMEICT: Workshop of 2 days held in CSED, MNNIT Allahabad, India.
Membership
  1. IEEE Member #94058390
  2. Cryptology Research Society of India (CRSI): Life time member L/0662
Journal Reviewer
  1. Information Sciences (Elsevier)
  2. ACM Trans. on Multimedia Computing, Communications and Applications (TOMCCAP)
  3. Digital Signal Processing (Elsevier)
  4. Signal: Image Communication (Elsevier)
  5. Journal of Systems and Software (Elsevier)
  6. IET Image Processing
  7. ETRI Journal
  8. Information Security Journal: A Global Perspective
  9. IETE Journal of Research
Collaborators
  1. Prof. Hany Farid, Dartmouth College, New Hampshire, USA.
  2. Prof. Pradeep K. Atrey, University at Albany, State University of New York, USA.
  3. Dr. Balasubramanian Raman, Indian Institute of Technology Roorkee, India.
  4. Dr. Partha Pratim Roy, Indian Institute of Technology Roorkee, India.
  5. Prof. Manoj Misra, Indian Institute of Technology Roorkee, India.
  6. Prof. Suneeta Agarwal, Motilal Nehru National Institute of Technology Allahabad, India.
Honors and Awards
  • CSIR travel award for presenting research at IEEE TENCON 2016 held in Singapore, 22-25 Nov 2016.
  • UCOST travel award for presenting research at IEEE TENCON 2016 held in Singapore, 22-25 Nov 2016.