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The problem of private data disclosure is studied from an information theoretic perspective.
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L. Sweeney, “k-anonymity: A model for protecting privacy,” Intl. Journal of Uncertainty, Fuzziness and Knowledge-Based Systems , vol. 10, no. 5, pp. 557–570, 2002
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N. Li, T. Li, and S. Venkatasubramanian, “t-closeness: Privacy beyond k-anonymity and l-diversity,” IEEE Intl. Conf. on Data Eng. , 2007
2007
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A. Narayanan and V. Shmatikov, “Robust de-anonymization of large sparse datasets,” in IEEE Symp. on Security and Privacy (SP) , 2008, pp. 111–125
2008
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X. Ding, L. Zhang, and W. Zhiguo, “A brief survey on de-anonymization attacks in online social networks,” in International Conf. on Computational Aspects of Social Networks (CASoN) , 2010, pp. 611–615
2010
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F. Calmon, A. Makhdoumi, and M. Médard, “Fundamental limits of perfect privacy,” in IEEE Int. Symp. Inf. Theory (ISIT) , 2015, pp. 1796–1800
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A. Makur and L. Zheng, “Bounds between contraction coefficients,” in 53nd Annual Allerton Conference , Illinois, USA, Sep. 2015, pp. 1422–1429
2015
Later among the works it cites.
S. Asoodeh, F. Alajaji, and T. Linder, “Almost perfect privacy for additive gaussian privacy filters,” in Information Theoretic Security , A. C. Nascimento and P. Barreto, Eds. Cham: Springer International Publishing, 2016, pp. 259–278
2016
Later among the works it cites.
2017
Closest in time.
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2012
Cited alongside, same era.
S. Kumar, W. Nilsen, M. Pavel, and M. Srivastava, “Mobile health: Revolutionizing healthcare through transdisciplinary research,” Computer , vol. 46, pp. 28–35, 2013
2013
Cited alongside, same era.
A. Motahari, G. Bresler, and D. Tse, “Information theory of DNA shotgun sequencing,” IEEE Trans. on Information Theory , vol. 59, no. 10, pp. 6273–6289, Oct. 2013
2013
Cited alongside, same era.
2013
Cited alongside, same era.
A. Makhdoumi, S. Salamatian, N. Fawaz, and M. Médard, “From the information bottleneck to the privacy funnel,” in IEEE Information Theory Workshop (ITW) , 2014, pp. 501–505
2014
Cited alongside, same era.
S. Asoodeh, F. Alajaji, and T. Linder, “Notes on information-theoretic privacy,” in 52nd Annual Allerton Conference , Illinois, USA, Oct. 2014, pp. 1272–1278
2014
Cited alongside, same era.
J. Gomez-Vilardebo and D. Gündüz, “Smart meter privacy for multiple users in the presence of an alternative energy source,” IEEE Trans. on Information Forensics and Security , pp. 132–141, 2015
2015
Cited alongside, same era.
A. Machanavajjhala, D. Kifer, J. Gehrke, and M. Venkitasubramaniam, “l-diversity: Privacy beyond k-anonymity,” ACM Trans. on Knowledge Discovery from Data , vol. 1
Cited in the paper.
2018
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C. Huang, P. Kairouz, and L. Sankar, “Generative adversarial privacy: A data-driven approach to information-theoretic privacy,” in 2018 52nd Asilomar Conference on Signals, Systems, and Computers , 2018, pp. 2162–2166
2018
Closest in time.
S. Sreekumar and D. Gündüz, “Optimal privacy-utility trade-off under a rate constraint,” in 2019 IEEE International Symposium on Information Theory (ISIT) , 2019, pp. 2159–2163
2019
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A. Tripathy, Y. Wang, and P. Ishwar, “Privacy-preserving adversarial networks,” in 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton) , 2019, pp. 495–505
2019
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M. Bertran, N. Martinez, A. Papadaki, Q. Qiu, M. Rodrigues, G. Reeves, and G. Sapiro, “Adversarially learned representations for information obfuscation and inference,” in Proceedings of the 36th International Conference on Machine Learning , ser. Proceedings of Machine Learning Research, K. Chaudhuri and R. Salakhutdinov, Eds., vol. 97. Long Beach, California, USA: PMLR, 09–15 Jun 2019, pp. 614–623. [Online]. Available: http://proceedings.mlr.press/v97/bertran19a.html
2019
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I. Issa, A. B. Wagner, and S. Kamath, “An operational approach to information leakage,” IEEE Transactions on Information Theory , vol. 66, no. 3, pp. 1625–1657, 2020
2020
Closest in time.
S. Asoodeh, M. Diaz, F. Alajaji, and T. Linder, “Information extraction under privacy constraints,” Information , vol. 7, no. 1, 2016. [Online]. Available: https://www.mdpi.com/2078-2489/7/1/15
2078
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