Results 21 to 30 of about 12,304 (253)
Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning [PDF]
2017 IEEE International Conference on Data Mining (ICDM), 2017 IEEE ICDM 2017 - regular ...
NhatHai Phan +3 more
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Differential Privacy on Finite Computers
The Journal of Privacy and Confidentiality, 2019 We consider the problem of designing and analyzing differentially private algorithms that can be implemented on discrete models of computation in strict polynomial time, motivated by known attacks on floating point implementations of real-arithmetic ...
Victor Balcer, Salil Vadhan
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LAPLACE-RUNGE-LENZ VECTOR IN QUANTUM MECHANICS IN NONCOMMUTATIVE SPACE [PDF]
Acta Polytechnica, 2013 The object under scrutiny is the dynamical symmetry connected with conservation of the Laplace-Runge-Lenz vector (LRL) in the hydrogen atom problem solved by means of noncommutative quantum mechanics (NCQM). The considered noncommutative configuration space has such a “fuzzy”<br />structure that the rotational invariance is not spoilt. An analogy
Peter Prešnajder +2 more
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An Optimal Pufferfish Privacy Mechanism for Temporally Correlated Trajectories
IEEE Access, 2018 Temporally correlated trajectories are ubiquitous, and it has been a challenging problem to protect the temporal correlation from being used against users' privacy.
Lu Ou +4 more
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Modified Edge Detector for Coloured Images
Iraqi Journal for Computers and Informatics, 2002 In this paper, a study of the role nf clour information in detecting the edges of an image was conducted Therefore, different colour spaces with components corresponding to the attribute tumance, hue, and saturation le., VHS, and LUVI were implemented ...
Ban Abdul-Rahman Al-Jubaury +2 more
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A Differential Privacy Protection Algorithm Based on ExtraTrees [PDF]
Jisuanji gongcheng, 2020 To improve the prediction accuracy and reduce prediction error under the same level of privacy protection,this paper proposes a differential privacy protection algorithm DiffPETs based on ExtraTrees.During the decision tree generation process,the result ...
LI Yang, CHEN Zibin, XIE Guangqiang
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Continuous location privacy protection mechanism based on differential privacy
Tongxin xuebao, 2021 Aiming at the problem of users’ location privacy leakage caused by continuously using LBS, a road privacy level (RPL) algorithm was proposed based on road topological network, which divided the privacy level of the road sections around the sensitive ...
Hongtao LI +3 more
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Representing Sparse Vectors with Differential Privacy, Low Error, Optimal Space, and Fast Access
The Journal of Privacy and Confidentiality, 2022 Representing a sparse histogram, or more generally a sparse vector, is a fundamental task in differential privacy. An ideal solution would use space close to information-theoretical lower bounds, have an error distribution that depends optimally on ...
Christian Janos Lebeda +2 more
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工程科学学报, 2016 A dual-porosity medium with micro-fractured spherical matrix blocks was achieved on the basis of the structure characteristics of nano-micro pores and micro-fractures in shale gas reservoirs.
QI Qian, ZHU Wei-yao, DENG Jia, MA Qian
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The Podium Mechanism: Improving on the Laplace and Staircase Mechanisms
CoRR, 2019 The Podium mechanism guarantees ($ε, 0$)-differential privacy by sampling noise from a \emph{finite} mixture of three uniform distributions. By carefully constructing such a mixture distribution, we trivially guarantee privacy properties, while minimizing the variance of the noise added to our continuous outcome.
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