When was a video captured? Where? Was the sound track captured together with the visual? Or added on later? Check out our work exploring environmental fingerprint from power grid and many other types of micro signals:
NEW M. Wu: "Visualizing Micro Signals," Plenary talk at the IEEE Int. Conf. on Image Processing (ICIP 2018), Athens, Greece, Oct. 2018. Video and slides are coming soon to the IEEE Signal Processing Resource Center.
M. Stamm, M. Wu, and K.J.R. Liu, "Information Forensics: An Overview of the First Decade," invited paper for the inaugural issue, IEEE Access, vol. 1, 2013.
R. Garg, A.L. Varna and M. Wu, " 'Seeing' ENF: Natural Time Stamp for Digital Video via Optical Sensing and Signal Processing," ACM Multimedia 2011, Best Student Paper Award. [17% acceptance]. An updated and expanded version will appear in IEEE Trans. on Info. Forensics & Security in 2013 (DOI: 10.1109/TIFS.2013.2272217).
W-H. Chuang, R. Garg, and M. Wu, "How Secure are Power Network Signature Based Time Stamps? ACM CCS, Oct. 2012. [19% acceptance]
C-W. Wong and M. Wu: Counterfeit Detection Based on Unclonable Feature of Paper Using Mobile Camera, IEEE Trans. on Info. Forensics and Security, vol. 12, no. 8, pp. 1885-1899, August 2017.
Q. Zhu, C-W. Wong, C-H. Fu, and M. Wu, Fitness Heart Rate Measurement Using Face Videos, Proc. of IEEE Int. Conf. on Image Processing (ICIP 2017), Beijing, China, Sept. 2017.
I chaired the IEEE Technical Committee on Information Forensics and Security (IFS-TC, 2012-2013), and have been an IEEE Fellow since 2011 and an AAAS Fellow since 2017 [UMD news].
I completed my 3-year term as Editor-in-Chief of the IEEE Signal Processing Magazine (2015-2017), and earlier I served as Founding Chief Editor of the IEEE SigPort online repository and Area Editor of the SPM for creating and editing the monthly "Inside Signal Processing eNewsletter (2007-2010)."
For three years from 2015 to 2017, I wrote a bimonthly editorial as an opening article in each issue of the IEEE Signal Processing Magazine. This collection of editorials (compiled here in a PDF file) was part of my many Editor-in-Chief responsibilities at the time. I valued the opportunity to reflect on a number of topics, from education, to public outreach, to community building, to gender diversity, to the synergy with art and science, and many more.
A special issue on "Digital Forensics" that I edited with colleagues in the IFS-TC appeared in the IEEE Signal Processing Magazine (SPM) in March 2009. An article on "Component Forensics" framework I co-authored was also translated to Chinese as an outreach effort of SPM. [IEEE Xplore, PDF; 中文版]
The paths of engineering and economics/management -- the two college majors I pursued -- crossed again 10 years since graduation, when I served as Finance Chair for IEEE's flagship conference on signal processing -- ICASSP'07. Later I served as Vice President - Finance of the IEEE Signal Processing Society (2010-2012).
I have been the Principal Investigator or Co-PI for several basic and advanced research projects funded by the Department of Defense on information security and forensics. Learn more from my research page.
Several recent grants have explored micro signals for digital forensics, as mentioned under the "Current Projects" above. Before that, a 3-year NSF effort of "Fashion," or Forensic Hash for Assured Cyber-based Sensing and Communications, aims at exploring the synergy between multimedia hashing and non-intrusive forensics [UMD news]. Earlier, I had a 3-year NSF effort focuses on addressing physical-layer challenges through cross-layer approaches to wireless secure communications, dubbed as the CLAWS effort [UMD news], and my research on "Signal Processing Approaches for Multimedia Security and Information Protection" was sponsored by NSF through a 5-year CAREER award program ('02-'07) [E@M Magazine news]). Learn more about our earlier reserach on Embedded Digital Fingerprints funded by the basic research program by the U.S. Depeartment of Defense.
Awards and Honors AAAS Fellow, elected Nov. 2017, for contributions to multimedia security and forensics.
IEEE Fellow, Class 2011, for contributions to multimedia security and forensics.
2013: University of Maryland Distinguished Scholar-Teacher, a university honor for excellence in research and teaching.
2012: Innovator of the Year Award (The Daily Record) 2012 & 2014: Invention of the Year Award (Univ. Maryland, twice).
2007: Computer World "40 under 40" Young IT Innovator Award.
2005: U.S. DoD ONR Young Investigator Award (YIP), 2005.
2004: MIT Technology Review Magazine TR100 award, as one of the 100 top young innovators under age of 35 whose contribution to emerging technologies will profoundly influence our world. [UMD news; photo article from the Chinese edition of TR magazine]
2002: U.S. NSF Faculty Early Career Development Award (CAREER).
2004-2005: IEEE Signal Processing Society Best Paper Award and EURASIP Best Paper Award. For two journal publications in multimedia and forensics.
Best Student Paper Awards, ICASSP 2005 and ACM Multimedia 2011, with student coauthors.
2009: IEEE Mac Van Valkenburg Early Career Teaching Award.
2009-2010: Robert Kent Junior Faculty Teaching Award, College of Engineering, Univ. Maryland, College Park.
2003: George Corcoran Faculty Education Award in electrical engineering.
My book, "Multimedia Data Hiding", (co-authored with Prof. Bede Liu, Springer-Verlag, 2002), addresses both fundamental and practical issues, and tackles both design and attack problems. [Available at Amazon.com and Barnes&Nobles]
I also coauthored a book on "Multimedia Fingerprinting Forensics for Traitor Tracing " in Fall 2005 (EURASIP Book Series, by Hindawi Publishing).
ENEE324 Engineering Probability (Spring'06; undergraduate core)
ENEE408G Capstone Design Course on Multimedia Signal Processing (Fall'02, Spring'03, Spring'05, Fall'06, Spring'11-'12)
ENEE624/630 Advanced Signal Processing (Fall '03-'04, '09-'12; graduate core)
ENEE631 Digital Image and Video Processing (Fall'01, Spring'04, '07, '09, '10, '13, '15, '17-'18; graduate level)
ENEE739 Advanced Topics on Signal Processing: Multimedia Security, Forensics, and Communications (Spring'02, Fall '05)
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