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Approximation and Randomization for Quantitative Information-Flow Analysis

Boris Köpf, Andrey Rybalchenko
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kea5jpvemrdmvbwvgh5jn6gog4" style="color: black;">2010 23rd IEEE Computer Security Foundations Symposium</a> </i> &nbsp;
Quantitative information-flow analysis (QIF) is an emerging technique for establishing information-theoretic confidentiality properties.  ...  In this paper we propose a blend of approximation and randomization techniques to bear on the challenge of sufficiently precise, yet efficient computation of quantitative information flow properties.  ...  Acknowledgments: We thank the anonymous reviewers for helpful feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csf.2010.8">doi:10.1109/csf.2010.8</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/csfw/KopfR10.html">dblp:conf/csfw/KopfR10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v5qfip74n5coxdkz4322xkqnzi">fatcat:v5qfip74n5coxdkz4322xkqnzi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110401173827/http://www7.in.tum.de/~rybal/papers/2010-csf-approx-random-qif.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ad/56/ad56abc73a0ab0560104f4aa35482cbdafb7524b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csf.2010.8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Non-uniform distributions in quantitative information-flow

Michael Backes, Matthias Berg, Boris Köpf
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rau5643b7ncwvh74y6p64hntle" style="color: black;">Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security - ASIACCS &#39;11</a> </i> &nbsp;
Quantitative information-flow analysis (QIF) determines the amount of information that a program leaks about its secret inputs.  ...  We furthermore show that quantitative information flow is robust with respect to variations of the input distribution.  ...  As described in [22] , Proposition 2 can be turned into a randomized algorithm for quantitative information-flow analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1966913.1966960">doi:10.1145/1966913.1966960</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ccs/BackesBK11.html">dblp:conf/ccs/BackesBK11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uycz7mkofrevllp7ym7am44ckq">fatcat:uycz7mkofrevllp7ym7am44ckq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922220837/http://software.imdea.org/%7Ebkoepf/papers/asiaccs11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/cf/fbcf4e548e64e2e15fe6df628090a8bac2afc389.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1966913.1966960"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Automation of Quantitative Information-Flow Analysis [chapter]

Boris Köpf, Andrey Rybalchenko
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Quantitative information-flow analysis (QIF) is an emerging technique for establishing information-theoretic confidentiality properties.  ...  In this chapter we describe a approximation and randomization techniques to bear on the challenge of sufficiently precise, yet efficient computation of quantitative information flow properties.  ...  In Section 4, we present over-and underapproximation techniques. Section 5 describes how randomization combines over-and under-approximations to deliver a quantitative information flow analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-38874-3_1">doi:10.1007/978-3-642-38874-3_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kv2urnjq2jd4bkvfpjv4kbl7cy">fatcat:kv2urnjq2jd4bkvfpjv4kbl7cy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160803202116/http://software.imdea.org:80/~bkoepf/papers/sfm13.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/06/06061612c55f19cfe64920309f9c5453f9138a44.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-38874-3_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Quantitative Security Analysis (Dagstuhl Seminar 12481)

Boris Köpf, Paquale Malacaria, Catuscia Palamidessi, Marc Herbstritt
<span title="2013-03-25">2013</span> <i title="Schloss Dagstuhl Leibniz-Zentrum für Informatik GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2phfyhrhje7xnnubtp3vfklcu" style="color: black;">Dagstuhl Reports</a> </i> &nbsp;
The high amount of trust put into today's software systems calls for a rigorous analysis of their security.  ...  Corresponding quantitative security analyses bear the potential of becoming an important tool for the rigorous development of practical systems, and a formal foundation for the management of security risks  ...  Approximation and Randomization for Quantitative Information-Flow Analysis. In CSF, pages 3-14. IEEE, 2010.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.2.11.135">doi:10.4230/dagrep.2.11.135</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/journals/dagstuhl-reports/KopfMP12.html">dblp:journals/dagstuhl-reports/KopfMP12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zlrdsjynqnfv3ehvlybivdnwre">fatcat:zlrdsjynqnfv3ehvlybivdnwre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220123034348/https://drops.dagstuhl.de/opus/volltexte/2013/3982/pdf/dagrep_v002_i011_p135_s12481.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/64/97/649728f16aa876fb25fe7fe9421b03b6572fbb40.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.2.11.135"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Quantitative Analysis of Secure Information Flow via Probabilistic Semantics

Chunyan Mu, David Clark
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6esmd4ad3namzfggdse6okxdte" style="color: black;">2009 International Conference on Availability, Reliability and Security</a> </i> &nbsp;
We present an automatic analyzer for measuring information flow within software systems.  ...  Our semantic functions provide information flow measurement for programs given secure inputs under any probability distribution.  ...  ACKNOWLEDGMENT This research is supported in part by the EPSRC grant EP/C009967/1 Quantitative Information Flow.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ares.2009.88">doi:10.1109/ares.2009.88</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/IEEEares/MuC09.html">dblp:conf/IEEEares/MuC09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dzcr5gmwzngnniwv7gwz4efu4y">fatcat:dzcr5gmwzngnniwv7gwz4efu4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830070847/http://www0.cs.ucl.ac.uk/staff/D.Clark/pubs/ares09.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8b/91/8b91e9f3f5380dee79c0fdf18efa5bf87ea83050.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ares.2009.88"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Research of impact input rate random variations on macroscopic characteristics of non-stationary queuing system

Ivan A Korelin, Sergey V Porshnev, Dmitry G Shemyakin
<span title="">2018</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgp7pobnrfetfizidmpebi4qy" style="color: black;">Journal of Physics, Conference Series</a> </i> &nbsp;
The probability density function and the cumulative distribution function of random variations in the input rate of applications were estimated using the Rosenblatt-Parzen approximation.  ...  Statistical information obtained during the football match between the football clubs "Krylia Sovetov" and "Dynamo" at the stadium "Metallurg" in Samara is available.  ...  The results of the analysis of information on the dynamics of the entrance to the football stadium gathered during the football matches show, that the rate of the requests flow for NQS input is an additive  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1053/1/012011">doi:10.1088/1742-6596/1053/1/012011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jl6bymmdojczde5grsdrqj43zu">fatcat:jl6bymmdojczde5grsdrqj43zu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305113610/http://elar.urfu.ru/bitstream/10995/75457/1/10.1088-1742-6596-1053-1-012011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/68/be/68beffb29e8e7c456723332fe09206c05e7e143a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1053/1/012011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

Probabilistic Programming: A True Verification Challenge [chapter]

Joost-Pieter Katoen
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In addition, probabilistic programs are an active research topic in quantitative information flow. Quantum programs are inherently probabilistic due to the random outcomes of quantum measurements.  ...  Finally, probabilistic programs can be used for approximate computing, e.g., by specifying reliability requirements for programs that allocate data in unreliable memory and use unreliable operations in  ...  This work is funded by the EU FP7-projects SENSATION and MEALS, and the Excellence Initiative of the German federal and state government.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-24953-7_1">doi:10.1007/978-3-319-24953-7_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i7bwx2oaufguhpzbedvqoap26m">fatcat:i7bwx2oaufguhpzbedvqoap26m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190403181011/http://www-i2.informatik.rwth-aachen.de:80/pub/index.php?type=download&amp;pub_id=1162" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/59/f8/59f8911f36a124caac07941a6ad3ee13fafb9a8a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-24953-7_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A new theoretical approach for treatment of GIXD maps

Grigory Prutskov, Mikhail Chuev, Sergey Yakunin, Natalia Novikova, Alexander Rogachev, Oleg Konovalov
<span title="2017-12-01">2017</span> <i title="International Union of Crystallography (IUCr)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rd3cuh2n4rfezc6sy4igtb5jci" style="color: black;">Acta Crystallographica Section A: Foundations and Advances</a> </i> &nbsp;
For quantitative analysis of GIXD scattering maps new software has been developed based on this approach which allows to fitting 2D experimental maps and provides detailed information about radiation damage  ...  Commonly used methods for calculation GIXD data of Langmuir films are qualitative in nature or based on the powder diffraction approximations [1] which do not take into account specific interaction between  ...  For quantitative analysis of GIXD scattering maps new software has been developed based on this approach which allows to fitting 2D experimental maps and provides detailed information about radiation damage  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1107/s205327331709129x">doi:10.1107/s205327331709129x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/flh5hutmrjetfnlgkmsvay2dma">fatcat:flh5hutmrjetfnlgkmsvay2dma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723090350/http://journals.iucr.org/a/issues/2017/a2/00/a55541/a55541.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/12/67/1267cde75df8369a32b66c2b404813a2b0d530e3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1107/s205327331709129x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Quantitative coronary flow capacity for risk stratification and clinical decision making: Is it ready for prime time?

Marcelo F. Di Carli, Rory Hachamovitch
<span title="2019-02-07">2019</span> <i title="Society of Nuclear Medicine"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/es34xtfdxrgybg2kmdq2n5xqry" style="color: black;">Journal of Nuclear Medicine</a> </i> &nbsp;
Over the last 10 y, we have seen a growing interest in using quantitative myocardial blood flow (MBF) and myocardial flow reserve (MFR) as assessed by PET to improve diagnosis and management of CAD.  ...  The analysis was performed on a per-scan and per-patient basis with time-dependent covariates for outcomes after each PET at different times in the same patient or for different patients, indicating that  ...  Ultimately, the clinical value and role of quantitative CFC or any other quantitative flow measurement to guide management of stable CAD will have to be tested in properly designed randomized clinical  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2967/jnumed.118.219717">doi:10.2967/jnumed.118.219717</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vbhx655tzbdw7dlzxybz5nkzre">fatcat:vbhx655tzbdw7dlzxybz5nkzre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429001144/http://jnm.snmjournals.org/content/60/3/407.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3b/00/3b0045417dd0e576fcab49b71447917b13af5b48.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2967/jnumed.118.219717"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hybrid Statistical Estimation of Mutual Information for Quantifying Information Flow [chapter]

Yusuke Kawamoto, Fabrizio Biondi, Axel Legay
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Analysis of a probabilistic system often requires to learn the joint probability distribution of its random variables.  ...  In this paper we propose a hybrid statistical estimation method that combines precise and statistical analyses to estimate mutual information and its confidence interval.  ...  Previous work on quantitative information flow has used statistical analysis to mutual information [13, 43, 9] , channel capacity [13, 8] and min-entropy leakage [20, 16] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-48989-6_25">doi:10.1007/978-3-319-48989-6_25</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lwpdpjgrfnhrjiosx5bnhivo5i">fatcat:lwpdpjgrfnhrjiosx5bnhivo5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170924085412/https://hal.inria.fr/hal-01378675/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/2e/e22ee6f8d882e1c707a0eea6bc71be52fb660d57.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-48989-6_25"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Measuring channel capacity to distinguish undue influence

James Newsome, Stephen McCamant, Dawn Song
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jpubwsjaozha5itdes6pzyz2fm" style="color: black;">Proceedings of the ACM SIGPLAN Fourth Workshop on Programming Languages and Analysis for Security - PLAS &#39;09</a> </i> &nbsp;
Dynamic taint analysis is based on the principle that an attacker should not be able to control values such as function pointers and return addresses, but it uses a simple binary approximation of control  ...  We then apply these techniques to the problem of analyzing false positives produced by dynamic taint analysis used to detect control-flow hijacking in commodity software.  ...  Denning first proposed to quantitatively measure information flow [13] , defining the amount of information transferred in a flow as the reduction in uncertainty (entropy) of a random variable.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1554339.1554349">doi:10.1145/1554339.1554349</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/pldi/NewsomeMS09.html">dblp:conf/pldi/NewsomeMS09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ju2vnmd7y5caxd4tc7vrro6i3i">fatcat:ju2vnmd7y5caxd4tc7vrro6i3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723172808/http://digitalassets.lib.berkeley.edu/techreports/ucb/text/EECS-2009-47.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/4d/b94d32a30b4233c5ad4d96b15cadb11484c011eb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1554339.1554349"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Smooth information flow in temperature climate network reflects mass transport

Jaroslav Hlinka, Nikola Jajcay, David Hartman, Milan Paluš
<span title="">2017</span> <i title="AIP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jh7idzebgzcuffjreetqux4374" style="color: black;">Chaos</a> </i> &nbsp;
To assess the significance of this observation, we designed random graph models for climate networks and quantitatively compared the temperature causal network with prevailing wind direction.  ...  Usually, for the sake of clarity and interpretability, symmetric statistical measures such as correlation or mutual information are taken into account.  ...  P103/11/J068 and by the Ministry of Education, Youth and Sports of the Czech Republic within the Program KONTAKT II, project LH14001.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.4978028">doi:10.1063/1.4978028</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28364752">pmid:28364752</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qffnlnpmvzho5ecbhe52mbdbum">fatcat:qffnlnpmvzho5ecbhe52mbdbum</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190219000045/http://pdfs.semanticscholar.org/155d/f070581dd3d912bf5ba26b49c94bcaa3fb94.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/5d/155df070581dd3d912bf5ba26b49c94bcaa3fb94.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.4978028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Measure Correlation Analysis of Network Flow Based On Symmetric Uncertainty

Shi Dong
<span title="">2012</span> <i title="Korean Society for Internet Information (KSII)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hupfbobgkvepdnt5g32qxkypsy" style="color: black;">KSII Transactions on Internet and Information Systems</a> </i> &nbsp;
make up for its shortcomings, thus achieve the purpose of measuring flow metric correlation quantitatively and accurately.  ...  In order to improve the accuracy and universality of the flow metric correlation analysis, this paper firstly analyzes the characteristics of Internet flow metrics as random variables, points out the disadvantages  ...  metrics, leading to results of the analysis for flow metric correlation to exist the bias and limitations. (2)Most of the object of analysis metric only limited flow length,flow rate and flow duration  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3837/tiis.2012.06.009">doi:10.3837/tiis.2012.06.009</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bxhod3ipyvbnlnsrroqvqazaqq">fatcat:bxhod3ipyvbnlnsrroqvqazaqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220226053057/http://itiis.org/digital-library/manuscript/file/20140/TIIS_Vol6No6P9June2012.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/33/b2/33b23d3ce8a1d7dd1617d53bad660b66ecb2ff0e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3837/tiis.2012.06.009"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Random domain decomposition for flow in heterogeneous stratified aquifers

A. Guadagnini, L. Guadagnini, D. M. Tartakovsky, C. L. Winter
<span title="2003-12-01">2003</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d6swwsytejaa5loyeosfxeqkhe" style="color: black;">Stochastic environmental research and risk assessment (Print)</a> </i> &nbsp;
Our analysis relies on the composite media theory, which employs random domain decomposition in the context of groundwater flow moment equations to explicitly account for the separate effects of material  ...  We compare the composite media approach to approximations that replace statistically inhomogeneous conductivity fields with pseudo-homogeneous random fields.  ...  Deriving approximations for the residual flux is the crucial part of any stochastic analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00477-003-0157-1">doi:10.1007/s00477-003-0157-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nffoslhbhjfbrlw7avtpctishu">fatcat:nffoslhbhjfbrlw7avtpctishu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808100718/http://maeresearch.ucsd.edu/tartakovsky/Papers/ModelCARE_layered.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/25/8625dd44331f6af24836383885584a7118f8a103.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00477-003-0157-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Formal Analysis of Information Flow Using Min-Entropy and Belief Min-Entropy [chapter]

Ghassen Helali, Osman Hasan, Sofiène Tahar
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Information flow analysis plays a vital role in obtaining quantitative bounds on information leakage due to external attacks.  ...  Traditionally, information flow analysis is done using paper-and-pencil based proofs or computer simulations based on the Shannon entropy and mutual information.  ...  Traditionally, paper-and-pencil based analysis or computer simulations have been used for quantitative analysis of information flow.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41071-0_10">doi:10.1007/978-3-642-41071-0_10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qnnqfb2mknbafdkv6lgfbrrlzy">fatcat:qnnqfb2mknbafdkv6lgfbrrlzy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811004428/http://hvg.ece.concordia.ca/Publications/Conferences/SBMF13-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/be/dabe6eb3d4ec1deedd59fdb85ce92d6bdc266d7c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41071-0_10"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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