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Volumn , Issue , 2017, Pages 50-55

Histogram layer, moving convolutional neural networks towards feature-based steganalysis

Author keywords

[No Author keywords available]

Indexed keywords

GRAPHIC METHODS; NEURAL NETWORKS; OPTIMIZATION; STEGANOGRAPHY;

EID: 85029472603     PISSN: None     EISSN: 24701173     Source Type: Conference Proceeding    
DOI: 10.2352/ISSN.2470-1173.2017.7.MWSF-325     Document Type: Conference Paper
Times cited : (68)

References (19)
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    • T. Filler, T. Pevný, A. Ker, and S. Craver, editors Prague, Czech Republic, May 18-20
    • P. Bas, T. Filler, and T. Pevný. Break our steganographic system - the ins and outs of organizing BOSS. In T. Filler, T. Pevný, A. Ker, and S. Craver, editors, Information Hiding, 13th International Conference, Volume 6958 of Lecture Notes in Computer Science, pages 59-70, Prague, Czech Republic, May 18-20, 2011.
    • (2011) Information Hiding, 13th International Conference, Volume 6958 of Lecture Notes in Computer Science , pp. 59-70
    • Bas, P.1    Filler, T.2    Pevný, T.3
  • 5
    • 84858225018 scopus 로고    scopus 로고
    • Optimizing pixel predictors for steganalysis
    • A. Alattar, N. D. Memon, and E. J. Delp, editors San Francisco, CA, January 23-26
    • V. Holub and J. Fridrich. Optimizing pixel predictors for steganalysis. In A. Alattar, N. D. Memon, and E. J. Delp, editors, Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2012, volume 8303, pages 09-1-09-13, San Francisco, CA, January 23-26, 2012.
    • (2012) Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2012 , vol.8303 , pp. 091-0913
    • Holub, V.1    Fridrich, J.2
  • 6
  • 7
    • 84932150127 scopus 로고    scopus 로고
    • Phase-aware projection model for steganalysis of JPEG images
    • A. Alattar, N. D. Memon, and C. Heitzenrater, editors San Francisco, CA, February 8-12
    • V. Holub and J. Fridrich. Phase-aware projection model for steganalysis of JPEG images. In A. Alattar, N. D. Memon, and C. Heitzenrater, editors, Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2015, volume 9409, San Francisco, CA, February 8-12, 2015.
    • (2015) Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2015 , vol.9409
    • Holub, V.1    Fridrich, J.2
  • 10
    • 84900434217 scopus 로고    scopus 로고
    • Implementing the projected spatial rich features on a GPU
    • A. Alattar, N. D. Memon, and C. Heitzenrater, editors San Francisco, CA, February 3-5
    • A. D. Ker. Implementing the projected spatial rich features on a GPU. In A. Alattar, N. D. Memon, and C. Heitzenrater, editors, Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2014, volume 9028, pages 1801-1810, San Francisco, CA, February 3-5, 2014.
    • (2014) Proceedings SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics 2014 , vol.9028 , pp. 1801-1810
    • Ker, A.D.1
  • 13
    • 85041778755 scopus 로고    scopus 로고
    • Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover source-mismatch
    • San Fransisco, United States, February SPIE.
    • Lionel Pibre, Pasquet Jérôme, Dino Ienco, and Marc Chaumont. Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover source-mismatch. In Electronic Imaging, Media Watermarking, Security, and Forensics, San Fransisco, United States, February 2016. SPIE.
    • (2016) Electronic Imaging, Media Watermarking, Security, and Forensics
    • Pibre, L.1    Jérôme, P.2    Ienco, D.3    Chaumont, M.4
  • 15
    • 84962894302 scopus 로고    scopus 로고
    • Steganalysis of adaptive JPEG steganography using 2D gabor filters
    • P. Comesana, J. Fridrich, and A. Alattar, editors Portland, Oregon, June 17-19
    • X. Song, F. Liu, C. Yang, X. Luo, and Y. Zhang. Steganalysis of adaptive JPEG steganography using 2D Gabor filters. In P. Comesana, J. Fridrich, and A. Alattar, editors, 3rd ACM IH&MMSec. Workshop, Portland, Oregon, June 17-19, 2015.
    • (2015) 3rd ACM IH&MMSec. Workshop
    • Song, X.1    Liu, F.2    Yang, C.3    Luo, X.4    Zhang, Y.5
  • 17
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    • Structural design of convolutional neural networks for steganalysis
    • May
    • G. Xu, H. Z. Wu, and Y. Q. Shi. Structural design of convolutional neural networks for steganalysis. IEEE Signal Processing Letters, 23(5):708-712, May 2016.
    • (2016) IEEE Signal Processing Letters , vol.23 , Issue.5 , pp. 708-712
    • Xu, G.1    Wu, H.Z.2    Shi, Y.Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.