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» A formal analysis of the AIF in terms of the ASPIC framework
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CCS
2009
ACM
14 years 2 months ago
A framework for quantitative security analysis of machine learning
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
Pavel Laskov, Marius Kloft
CSFW
2010
IEEE
13 years 11 months ago
Towards Quantitative Analysis of Proofs of Authorization: Applications, Framework, and Techniques
—Although policy compliance testing is generally treated as a binary decision problem, the evidence gathered during the trust management process can actually be used to examine t...
Adam J. Lee, Ting Yu
EMSOFT
2006
Springer
13 years 9 months ago
Reusable models for timing and liveness analysis of middleware for distributed real-time and embedded systems
Distributed real-time and embedded (DRE) systems have stringent constraints on timeliness and other properties whose assurance is crucial to correct system behavior. Formal tools ...
Venkita Subramonian, Christopher D. Gill, Cé...
POPL
2012
ACM
12 years 3 months ago
A type theory for probability density functions
There has been great interest in creating probabilistic programming languages to simplify the coding of statistical tasks; however, there still does not exist a formal language th...
Sooraj Bhat, Ashish Agarwal, Richard W. Vuduc, Ale...
KBSE
2007
IEEE
14 years 1 months ago
A framework and tool supports for testing modularity of software design
Modularity is one of the most important properties of a software design, with significant impact on changeability and evolvability. However, a formalized and automated approach i...
Yuanfang Cai, Sunny Huynh, Tao Xie