[PDF] Top 20 Hybrid Statistical Estimation of Mutual Information for Quantifying Information Flow

... a statistical method for correcting the bias of the estimate and computing a confidence interval to evaluate the accuracy of the ...method for statistically estimating mutual ... Voir le document complet

... Analysis of a probabilistic system often requires to learn the joint probability distribution of its random ...computation of the exact distribution is usually an exhaustive precise analysis on all ... Voir le document complet

... statistics. For probabilistic models in the Bayes optimal setting, a general expression for the mutual information has been proposed using heuristic statistical physics computations, ... Voir le document complet

... exactly, for instance because the system may be too complicated, or because the conditional probabilities are partially determined by unknown ...factors. For- tunately, there are statistical methods ... Voir le document complet

... some information on data captured by mrinfo during the four years of ...number of routers replying to mrinfo during the four years of the data gathering, while ...number of IP ... Voir le document complet

... the Mutual Information (MI) between the reference image and the current image, that is defined by the information shared by them and maximize ...context of information theory by Shannon ... Voir le document complet

... violations of these constraints because they don’t have the proper labels to see the refer- enced ...deserved. For example, if there is a constraint that every user has a password, that does not mean that a ... Voir le document complet

... set of reference ...part of the epipolar geometry that links the current and key im- ages is considered in order to predict the location of currently not visible features and ensure a robust ...step ... Voir le document complet

... hold for metastable states which behave as stable states for small variations of the ...scale of the considered process. This occurs, for instance, below a transition point for ... Voir le document complet

... the flow information obtained at the source code level, or using best-effort methods for matching source code and binary code may be ...ple of Figure ...part of the figure (shown in C ... Voir le document complet

... variety of mechanisms for enforcing and verifying secure infor- mation flow, ranging from purely static type systems [18, 14] to different flavours of dynamic analysis [13, ...mechanisms ... Voir le document complet

... number of initial features is large. Analysis of (infrared) spectra is a typical example of such ...spectra of wine samples, for which the concentration in alcohol has to be predicted ... Voir le document complet

... clear information on the alignment ...intensities of the pixels is not linear, the SSD function represented in figure 2(b) gives no information on the alignment be- tween the two ...efficiency ... Voir le document complet

... goal of this experiment is to assess the robustness of the method towards illumination ...places of the room thanks to various spot ...course of the camera stays the same even though small ... Voir le document complet

... step of robotics vision. Its field of application is vast, including for example visual servoing [5], pose estimation [4] or augmented reality ...possible for instance to differenciate ... Voir le document complet

... leakage of confidential information is an important goal in research of information secu- ...some information leakage is unavoidable in practice, the next step is to quantify and reduce ... Voir le document complet

... sense of what correlations are, how do we quantify this notion more precisely? If correlations have to do with “things” in the real world, are correlations themselves “real?” Can correlations be “physical?” One is ... Voir le document complet

... under-approximations of the equivalence classes over the low equivalent ...set of reachable states, which delivers an imprecise upper-bound of the leakage for programs accepting both low and ... Voir le document complet

... benchmark for contour detection ...stands for area under the precision-recall curve. On each of these popular metrics, we match or outperform the ...colors for its ... Voir le document complet

... But, for the continuous-time representation in this work, the objective term in (IWF) is a mutual information between two continuous-time random processes, while that in (IPF) is a mu- tual ... Voir le document complet