Multiple-observation hypothesis testing under adversarial conditions

Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, WIFS 2013

Volumn , Issue , 2013, Pages 91-96

  Barni, Mauro ^a   Tondi, Benedetta ^a  

^a UNIVERSITY OF SIENA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894188215     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIFS.2013.6707800     Document Type: Conference Paper

References (16)

1. M. Bami and F. Perez-Gonzalez, "Coping with the enemy: advances in adversary-aware signal processing", in ICASSP 2013, IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, May 2013.
2. M. C. Stamm, W. S. Lin, and K. J. R. Liu, "Forensics vs anti-forensics: a decision and game theoretic framework", in ICASSP 2012, IEEE Int. Conf. Acoustics, Speech and Signal Processing, Kyoto, Japan, 25-30 March 2012.
3. M. Barni and B. Tondi, "The source identification game: an informationtheoretic perspective", IEEE Transactions on Information Forensics and Security, vol. 8, no. 3, pp. 450-463, March 2013.
4. -, "Binary hypothesis testing game with training data", Submitted to IEEE Transactions on Information Theory, arXiv preprint arXiv:1304.2172, 2013.
5. M. Fontani, T. Bianchi, A. De Rosa, A. Piva, and M. Bami, "A framework for decision fusion in image forensics based on Dempster-Shafer theory of evidence", IEEE Transactions on Information Forensics and Security, vol. 8, no. 4, pp. 593-607, April 2013.
6. P. K. Varshney, Distributed Detection and Data Fusion. Springer-Verlag, 1997.
7. J.-F. Chamberland and V. V. Veeravalli, "Decentralized detection in sensor networks", IEEE Transactions on Signal Processing, vol. 51, no. 2, pp. 407-416, February 2003.
8. J. F. Akyildiz, B. F. Lo, and R. Balakrishnan, "Cooperative spectrum sensing in cognitive radio networks: A survey", Physical Communication, vol. 2011, no. 4, pp. 40-62, 2011.
9. B. Kailkhura, S. Brahma, Y. S. Han, and P. K. Varshney, "Optimal distributed detection in the presence of byzantines", in ICASSP 2013, IEEE Int. Conf on Acoustics, Speech and Signal Processing, Vancouver, Canada, 27-31 May 2013.
10. M. J. Osborne and A. Rubinstein, A Course in Game Theory. MIT Press, 1994.
11. Y. C. Chen, N. Van Long, and X. Luo, "Iterated strict dominance in general games", Games and Economic Behavior, vol. 61, no. 2, pp. 299-315, November 2007.
12. T. M. Cover and I. A. Thomas, Elements of Information Theory. New York: Wiley Interscience, 1991.
13. I. Csiszar and J. Korner, Information Theory: Coding Theorems for Discrete Memoryless Systems. 2nd edition. Cambridge University Press, 2011.
14. A. S. Rawat, P. Anand, C. Hao, and P. K. Varshney., "Collaborative spectrum sensing in the presence of byzantine attacks in cognitive radio networks", IEEE Transactions on Signal Processing, vol. 59, no. 2, pp. 774-786, 2011.
15. Y. Liu and Y. L. Sun, "Anomaly detection in feedback-based reputation systems through temporal and correlation analysis", in Proc. of 2nd IEEE Int. Conf. on Social Computing, August 2010.
16. M. Barni and B. Tondi, "The security margin: a measure of source distinguishability under adversarial conditions" in Submitted to IEEE Global Conference on Signal and Image Processing, Dec. 2013.