Email Login
Community
News | Research | DeepLearning | Seminar | Q&A

Call for Papers
IEEE JSTSP Special Issue on

Data Driven Media Authentication and Forensics
[Deadline Extended: 1 December 2019]


Ensuring integrity of digital images is one of the most challenging and vital problems of our times. Photographs, video and audio are commonly used for documentation of important events, and require efficient and reliable authentication protocols. The increasing capability of digital media editing software has spawned a torrent of shocking manipulation examples, including the infamous DeepFakes which has been deemed a threat to privacy, democracy, and national security. This special issue will provide a timely vehicle for  publishing the best research that has emerged addressing assessment of media integrity.  The focus of this issue will be on data-driven approaches using machine learning.

The special issue will include contributions in this emerging field including but not limited to:

  • Learning deep features relevant to low-level forensic analysis for problems like manipulation detection, identification of the social network of origin, camera model identification, or detection of artificially generated content.
  • Pro-active protection based on digital signatures, watermarking or other such integrity mechanisms based on machine learning.
  • Adoption of high-level vision to automate manual analysis that exposes physical inconsistencies, such as reflections, or shadows.
  • Media-phylogeny.
  • Addressing counter-forensic and adversarial attacks.
  • Forensics in the presence of in-camera processing such as HDR, video stabilization,  neural imaging pipelines and advanced image fusion techniques.
  • Reconstruction of media genealogy.
  • Analysis and detection of imagery and videos created by new synthesis methods such as Generative models (GANs and VAEs).
  • Registration of media and their signatures in a central repository such as blockchains.
  • Accountability of forensics techniques.
  • Multimedia authorship attribution.
  • Accountable Machine-Learning techniques for Forensics.
  • Fairness, Accountability and Transparency in ML-based Forensics Methods.
Prospective authors should follow the instructions given on the IEEE JSTSP webpages and submit their manuscript to the web submission system.
 
Submit Manuscript

Important Dates

  • Submission deadline: 1 December 2019 (Extended)
  • First review: 10 January 2020
  • Revised manuscript due: 1 March 2020
  • Second Review: 15 April 2020
  • Final Manuscripts: 1 June 2020

Guest Editors

번호 제목 글쓴이 날짜 조회 수
153 [CFP] IEEE/ACM TASLP Special Issue on Eighth Dialog System Technology Challenge GreatMind 2020.08.08 2
152 [CFP] IEEE ICASSP 2021, city of Toronto, Canada GreatMind 2020.08.08 8
151 [Call for Participating] VDAT2020 GreatMind 2020.07.17 5
150 [CFP] Applied Sciences Special Issue "Artificial Intelligence for Multimedia Signal Processing" GreatMind 2020.06.10 11
149 [CFP] Sensors SI on "Perceptual Deep Learning in Image Processing and Computer Vision" GreatMind 2020.06.10 4
148 [CFP] EAI WiCON 2020 - 13th EAI International Wireless Internet Conference...!!! GreatMind 2020.04.09 106
147 [CFP] IEEE MLSP 2020 GreatMind 2020.02.14 57
146 [CFP] IEEE SPM Special Issue on Signal Processing for Neurorehabilitation and Assistive Technologies GreatMind 2020.01.28 11
145 [CFP] The 16-th MITA 2020 (Ostrava CZ REpublic) file GreatMind 2020.01.07 22
144 [CFP] IEEE ICME 2020 | Call for Papers Deadline Extended GreatMind 2019.11.28 254
143 [CFP] IEEE SPM Special Issue on Innovation Starts with Education GreatMind 2019.11.18 18
142 [CFP] IEEE JSTSP Special Issue on Deep Learning for Image/Video Restoration and Compression GreatMind 2019.11.18 315
» [CFP] IEEE JSTSP Special Issue on Data Driven Media Authentication and Forensics GreatMind 2019.11.15 26
140 [CFP] DeepSpatial 2019 GreatMind 2019.08.21 35
139 [CFP] IEEE TBioCAS Special Issue on AI-based Biomedical Circuits and Systems Manuscripts now due 1 September 2019 GreatMind 2019.08.19 848
138 [CFP] IEEE JSTSP Special Issue on Deep Learning for Multi-modal Intelligence across Speech, Language, Vision, and Heterogeneous Signals GreatMind 2019.08.05 112
137 [CFP] IEEE JSTSP Special Issue on Domain Enriched Learning for Medical Imaging GreatMind 2019.08.02 36
136 [CFP] TMIS Call for Papers: Special Issue on Analytics for Cybersecurity and Privacy GreatMind 2019.06.12 189
135 [CFP] Call for Papers: IEEE GlobalSIP 2019 GreatMind 2019.05.31 26
134 [CFP] IEEE SENSORS 2019- Paper Submission Site Now Open! GreatMind 2019.04.25 76