TY - GEN
T1 - Seam-carving based anonymization against image & video source attribution
AU - Bayram, Sevinç
AU - Sencar, Husrev T.
AU - Memon, Nasir D.
PY - 2013
Y1 - 2013
N2 - As image source attribution techniques have become significantly sophisticated and are now becoming commonplace, there is a growing need for capabilities to anonymize images and videos. Focusing on the photo response non-uniformity noise pattern based sensor fingerprinting technique, this work evaluates the effectiveness of well-established seam carving method to defend against sensor fingerprint matching. We consider ways in which seam-carving based anonymization can be countered and propose enhancements over conventional seam carving method. Our results show that applying geometrical distortion in addition to seam carving will make counter attack very ineffective both in terms of computational complexity and accuracy.
AB - As image source attribution techniques have become significantly sophisticated and are now becoming commonplace, there is a growing need for capabilities to anonymize images and videos. Focusing on the photo response non-uniformity noise pattern based sensor fingerprinting technique, this work evaluates the effectiveness of well-established seam carving method to defend against sensor fingerprint matching. We consider ways in which seam-carving based anonymization can be countered and propose enhancements over conventional seam carving method. Our results show that applying geometrical distortion in addition to seam carving will make counter attack very ineffective both in terms of computational complexity and accuracy.
UR - http://www.scopus.com/inward/record.url?scp=84892536728&partnerID=8YFLogxK
U2 - 10.1109/MMSP.2013.6659300
DO - 10.1109/MMSP.2013.6659300
M3 - Conference contribution
AN - SCOPUS:84892536728
SN - 9781479901258
T3 - 2013 IEEE International Workshop on Multimedia Signal Processing, MMSP 2013
SP - 272
EP - 277
BT - 2013 IEEE International Workshop on Multimedia Signal Processing, MMSP 2013
T2 - 2013 IEEE 15th International Workshop on Multimedia Signal Processing, MMSP 2013
Y2 - 30 September 2013 through 2 October 2013
ER -