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ADVCS
2008
83views more  ADVCS 2008»
13 years 7 months ago
Information Flows in Causal Networks
We introduce a notion of causal independence based on virtual intervention, which is a fundamental concept of the theory of causal networks. Causal independence allows for de ning ...
Nihat Ay, Daniel Polani
ICIP
2002
IEEE
14 years 10 months ago
Nonparametric methods for image segmentation using information theory and curve evolution
In this paper, we present a novel information theoretic approach to image segmentation. We cast the segmentation problem as the maximization of the mutual information between the ...
Alan S. Willsky, Anthony J. Yezzi Jr., John W. Fis...
PLDI
2009
ACM
14 years 3 months ago
A language for information flow: dynamic tracking in multiple interdependent dimensions
This paper presents λI , a language for dynamic tracking of information flow across multiple, interdependent dimensions of information. Typical dimensions of interest are integr...
Avraham Shinnar, Marco Pistoia, Anindya Banerjee
ACSAC
2009
IEEE
14 years 3 months ago
Analyzing Information Flow in JavaScript-Based Browser Extensions
JavaScript-based browser extensions (JSEs) enhance the core functionality of web browsers by improving their look and feel, and are widely available for commodity browsers. To ena...
Mohan Dhawan, Vinod Ganapathy
CCS
2007
ACM
14 years 2 months ago
Panorama: capturing system-wide information flow for malware detection and analysis
Malicious programs spy on users’ behavior and compromise their privacy. Even software from reputable vendors, such as Google Desktop and Sony DRM media player, may perform undes...
Heng Yin, Dawn Xiaodong Song, Manuel Egele, Christ...