Recent Advances in Counter PRNU Based Source Attribution and Beyond

Karaküçük A., Dirik A. E., Sencar H. T., Memon N. D.

Conference on Media Watermarking, Security, and Forensics, San-Francisco, Kostarika, 9 - 11 Şubat 2015, cilt.9409 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 9409
  • Doi Numarası: 10.1117/12.2182458
  • Basıldığı Şehir: San-Francisco
  • Basıldığı Ülke: Kostarika
  • Anahtar Kelimeler: Source camera identification, photo-response-non-uniformity, counter-forensics, forensics, geometric transformations, adaptive prnu denoising, seam-carving, panoramic-imaging, CAMERA IDENTIFICATION, TRACES
  • Bursa Uludağ Üniversitesi Adresli: Evet

Özet

Photo response noise uniformity (PRNU) based source attribution has proven to be a powerful technique in multimedia forensics. The increasing prominence of this technique, combined with its introduction as evidence in the court, brought with it the need for it to withstand anti-forensics. Although robustness under common signal processing operations and geometrical transformations have been considered as potential attacks on this technique, new adversarial settings that curtail the performance of this technique are constantly being introduced. Starting with an overview of proposed approaches to counter PRNU based source attribution, this work introduces photographic panoramas as one such approach and discusses how to defend against it.