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Towards dependable steganalysis

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00237773" target="_blank" >RIV/68407700:21230/15:00237773 - isvavai.cz</a>

  • Result on the web

    <a href="http://spie.org/Publications/Proceedings/Paper/10.1117/12.2083216" target="_blank" >http://spie.org/Publications/Proceedings/Paper/10.1117/12.2083216</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1117/12.2083216" target="_blank" >10.1117/12.2083216</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Towards dependable steganalysis

  • Original language description

    This paper considers the research goal of dependable steganalysis: where false positives occur once in a million or less, and this rate is known with high precision. Despite its importance for real-world application, there has been almost no study of steganalysis which produces very low false positives. We test existing and novel classifiers for their low false-positive performance, using millions of images from Flickr. Experiments on such a scale require considerable engineering. Standard steganalysisclassifiers do not perform well in a low false-positive regime, and we make new proposals to penalize false positives more than false negatives.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GPP103%2F12%2FP514" target="_blank" >GPP103/12/P514: Real-time detection of anomalous events in a non-stationary environment</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of SPIE Media Watermarking, Security, and Forensics 2015

  • ISBN

    978-1-62841-499-8

  • ISSN

    0277-786X

  • e-ISSN

  • Number of pages

    14

  • Pages from-to

  • Publisher name

    SPIE

  • Place of publication

    Bellingham (stát Washington)

  • Event location

    San Francisco, CA

  • Event date

    Feb 7, 2015

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000354264600015