Counter-forensics: Attacking image forensics

Digital Image Forensics: There is More to a Picture than Meets the Eye

Volumn 9781461407577, Issue , 2013, Pages 327-366

  Böhme, Rainer ^a   Kirchner, Matthias ^b  

^a UNIVERSITY OF MÜNSTER   (Germany)

^b INTERNATIONAL COMPUTER SCIENCE INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHENTICATION; DIGITAL FORENSICS; IMAGE ANALYSIS;

ART AND SCIENCE; COUNTER-FORENSICS; DECISION PROBLEMS; DECISION-THEORETIC; DIGITAL IMAGE; FORENSIC ANALYSIS; IMAGE FORENSICS; IMAGE MODELING; POST-PROCESSING; ROBUSTNESS PROPERTIES;

TERMINOLOGY;

EID: 84929134231     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-4614-0757-7_12     Document Type: Chapter

References (52)

1. Barni M, Cancelli G, Esposito A (2010) Forensics aided steganalysis of heterogeneous images. In: IEEE international conference on acoustics, speech and signal processing, ICASSP 2010, 1690-1693 2010
2. Bishop CM (2006) Pattern recognition and machine learning. Springer, Berlin
3. Böhme R (2010) Advanced statistical steganalysis. Springer, Berlin
4. Böhme R, Freiling F, Gloe T, Kirchner M (2009) Multimedia forensics is not computer foren-sics. In: Geradts ZJ, Franke KY, Veenman CJ (eds) Computational forensics, 3rd international workshop, IWCF 2009. Lecture notes in computer science, vol 5718. Springer, Berlin, pp 90-103
5. Cachin C (1998) An information-theoretic model for steganography. In: Aucsmith D (ed) Information hiding, second international workshop, IH 98. Springer, Berlin, pp 306-318
6. Cao G, Zhao Y, Ni R, Tian H (2010) Anti-forensics of contrast enhancement in digital images. In: Proceedings of the 12th ACM workshop on multimedia and security MM&Sec '10, pp 25-34. ACM Press, New York 2010
7. Cao G, Zhao Y, Ni R, Yu L, Tian H (2010) Forensic detection of median filtering in digital images. In: IEEE international conference on multimedia and EXPO, ICME 2010, pp 89-94. IEEE 2010
8. Chinese Academy of Sciences, Institute of Automation: Casia tampered image detection evaluation database (2009/2010). http://forensics.idealtest.org
9. Christlein V, Riess C, Angelopoulou E (2010) A study on features for the detection of copy-move forgeries. In: Freiling FC (ed) Sicherheit 2010, pp. 105-116. Gesellschaft für Informatik e.V., Bonn
10. Cox IJ, Miller ML, Bloom JA, Fridrich J, Kalker T (2008) Digital watermarking and steganog-raphy. Morgan Kaufmann, Burlington
11. Cromey DW (2010) Avoiding twisted pixels: ethical guidelines for the appropriate use and manipulation of scientific digital images. Sci Eng Ethics 16(4):639-667
12. Fan Z, Queiroz RL (2003) Identification of bitmap compression history: JPEG detection and quantizer estimation. IEEE Trans Image Process 12(2):230-235
13. Fridrich J (2009) Digital image forensics. IEEE Signal Process Mag 26(2):26-37
14. Fridrich J (2009) Steganography in digital media: principles, algorithms, and applications. Cambridge University Press, New York
15. Friedman G (1993) The trustworthy digital camera: restoring credibility to the photographic image. IEEE Trans Consum Electron 39(4):905-910
16. Gloe T, Borowka K, Winkler A (2009) Feature-based camera model identification works in practice: results of a comprehensive evaluation study. In: Katzenbeisser S, Sadeghi AR (eds) Information hiding, 11th international workshop, IH 2009. Lecture notes in computer science, vol 5806. Springer, Berlin, pp 262-276
17. Gloe T, Kirchner M, Winkler A, Böhme R (2007) Can we trust digital image forensics? In: Proceedings of the 15th international conference on multimedia, MULTIMEDIA '07, pp 78-86. ACM Press, New York, NY, 2007
18. Goljan M, Fridrich J, Chen M (2010) Sensor noise camera identification: Countering counter-forensics. In: Memon ND, Dittmann J, Alattar AM, Delp EJ (eds) Media forensics and security II, Proceedings of SPIE, vol 7541, p 75410S. SPIE, Bellingham, WA, 2010
19. Hsu YF, Chang SF (2006) Detecting image splicing using geometry invariants and camera characteristics consistency. In: IEEE international conference on multimedia and EXPO, ICME 2006, pp. 549-552. IEEE 2006
20. Huang Y (2005) Can digital image forgery detection be unevadable? A case study: color filter array interpolation statistical feature recovery. In: Li S, Pereira F, Shum HY, Tescher AG (eds) Proceedings of SPIE: visual communications and image processing, vol SPIE 5960, p 59602W, 2005
21. Johnson MK, Farid H (2007) Exposing digital forgeries in complex lighting environments. IEEE Trans Inf Forensics Secur 2(3):450-461
22. Kalker T (2001) Considerations on watermarking security. In: IEEE fourth workshop on multimedia signal processing, pp 201-206
23. Kerckhoffs A (1883) La cryptographie militaire. J des Sci Militaires IX 5-38:161-191
24. Kirchner M, Böhme R (2007) Tamper hiding: defeating image forensics. In: Furon T, Cayre F, Doërr G, Bas P (eds) Information hiding, 9th international workshop, IH 2007, Lecture notes in computer science, vol 4567. Springer, Berlin, pp 326-341
25. Kirchner M, Böhme R (2008) Hiding traces of resampling in digital images. IEEE Trans Inf Forensics Secur 3(4):582-592
26. Kirchner M, Böhme R (2009) Synthesis of color filter array pattern in digital images. In: Delp EJ, Dittmann J, Memon ND, Wong PW (eds) Media forensics and security, Proceedings of SPIE, vol 7254, p 72540K. SPIE, Bellingham, WA 2009
27. Kirchner M, Fridrich J (2010) On detection of median filtering in digital images. In: Memon ND, Dittmann J, Alattar AM, Delp EJ (eds) Media forensics and security II, Proceedings of SPIE-IS&T electronic imaging, vol SPIE 7541, p 754110. San Jose, CA, USA 2010
28. Lai S, Böhme R (2011) Countering counter-forensics: the case of JPEG compression. In: Filler T, Pevný T, Craver S, Ker A (eds) Information Hiding, 13th International Conference, IH 2011, vol 6958. Springer, Berlin, pp 285-298
29. Lam EY, Goodman JW (2000) A mathematical analysis of the DCT coefficient distributions for images. IEEE Trans Image Process 9(10):1661-1666
30. Li CT, Chang CY, Li Y (2010) On the repudiability of device identification and image integrity verification using sensor pattern noise. In: Weerasinghe D (ed) Information security and digital forensics, first international conference, ISDF 2009, Lecture notes of the institute for computer sciences, social informatics and telecommunications engineering, vol 41. Springer, Berlin, pp 19-25
31. Liew AWC, Yan H (2004) Blocking artifacts suppression in block-coded images using overcomplete wavelet representation. IEEE Trans Circ Syst Video Technology 14(4):450-461
32. Lukáš J, Fridrich J, Goljan M (2005) Detecting digital image forgeries using sensor pattern noise. In: Said A, Apostolopoulos JG (eds) Proceedings of SPIE: image and video communications and processing 2005, vol 5685, pp 249-260
33. Lukáš J, Fridrich J, Goljan M (2006) Digital camera identification from sensor noise. IEEE Trans Inf Forensics Secur 1(2):205-214
34. Meerwald P, Uhl A (2009) Additive spread-spectrum watermark detection in demosaicked images. In: MM&Sec '09, Proceedings of the multimedia and security workshop 2009, pp 25-32
35. Ng TT, Chang SF (2004) A data set of authentic and spliced image blocks. Tech Rep ADVENT 203-2004-3, Department of Electrical Engineering, Columbia University, USA
36. Parrish D, Noonan B (2008) Image manipulation as research misconduct. Sci Eng Ethics 15(2):161-167
37. Pfitzmann A, Hansen M (2010) A terminology for talking about privacy by data minimization: Anonymity, unlinkability, undetectability, unobservability, pseudonymity, and identity management. http://dud.inf.tu-dresden.de/AnonTerminology.shtml 2010. (Version 0.34)
38. Popescu AC, Farid H (2004) Statistical tools for digital forensics. In: Fridrich J (ed) Information hiding, 6th international workshop, IH 2004. Lecture notes in computer science, vol 3200. Springer, Berlin, pp 128-147
39. Popescu AC, Farid H (2005) Exposing digital forgeries in color filter array interpolated images. IEEE Trans Signal Process 53(10):3948-3959
40. Sallee P (2005) Model-based methods for steganography and steganalysis. Int J Image Graph 5(1):167-189
41. Stamm MC, Liu KJR (2008) Blind forensics of contrast enhancement in digital images. In: IEEE international conference on image processing, ICIP 2008, pp 3112-3115
42. Stamm MC, Liu KJR (2010) Wavelet-based image compression anti-forensics. In: IEEE international conference on image processing, ICIP 2010
43. Stamm MC, Tjoa SK, Lin WS, Liu KJR (2010) Anti-forensics of JPEG compression. In: IEEE international conference on acoustics, speech and signal processing, ICASSP 2010, pp 1694-1697
44. Stamm MC, Tjoa SK, Lin WS, Liu KJR (2010) Undetectable image tampering through JPEG compression anti-forensics. In: IEEE international conference on image processing, ICIP 2010
45. Steinebach M, Liu H, Fan P, Katzenbeisser S Cell phone camera ballistics: attacks and counter-measures. In: Creutzburg R, Akopian D (eds) Multimedia on mobile devices 2010, Proceedings of SPIE, vol 7542, p 75420B. SPIE, Bellingham, WA (2010)
46. Steinebach M, Ouariachi ME, Liu H, Katzenbeisser S (2009) On the reliability of cell phone camera fingerprint recognition. In: Goel S (ed) Digital forensics and cyber crime, first international ICST conference, ICDF2C 2009. Lecture notes of the institute for computer sciences, social informatics and telecommunications engineering, vol 31. Springer, Berlin, pp 69-76
47. Thèvenaz P, Blu T, Unser M (2000) Image interpolation and resampling. In: Handbook of medical imaging, pp 393-420. Academic Press, Orlando, FL 2000
48. Ullerich C, Westfeld A (2008) Weaknesses of MB2. In: Shi YQ, Kim HJ, Katzenbeisser S (eds) Digital watermarking (Proceedings of IWDW 2007). Lecture notes in computer science, vol 5041. Springer-Verlag, Berlin, Heidelberg, pp 127-142
49. Valenzise G, Tagliasacchi M, Tubaro S (2011) The cost of JPEG compression anti-forensics. In: IEEE international conference on acoustics, speech and signal processing, ICASSP 2011, pp. 1884-1887. IEEE
50. Valenzise G, Nobile V, Tagliasacchi M, Tubaro S Countering JPEG anti-forensics. In: IEEE international conference on image processing, ICIP 2011. IEEE (in press)
51. Yuan HD (2011) Blind forensics of median filtering in digital images. IEEE Trans Inf Forensics Secur 6(4):1335-1345
52. Zhai G, Zhang W, Yang X, Lin W, Xu Y (2008) Efficient image deblocking based on postfiltering in shifted windows. IEEE Trans Circ Syst Video Tech 18(1):122-126