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PET
2009
Springer
15 years 4 months ago
Vida: How to Use Bayesian Inference to De-anonymize Persistent Communications
We present the Vida family of abstractions of anonymous communication systems, model them probabilistically and apply Bayesian inference to extract patterns of communications and u...
George Danezis, Carmela Troncoso
SAC
2006
ACM
15 years 3 months ago
Decoupling classes with inferred interfaces
Using small, context-specific interfaces in variable declarations serves the decoupling of classes and increases a program’s flexibility. To minimize its interface, a thorough a...
Friedrich Steimann, Philip Mayer, Andreas Meissner
ISIPTA
2005
IEEE
125views Mathematics» more  ISIPTA 2005»
15 years 3 months ago
Imprecise probability models for inference in exponential families
When considering sampling models described by a distribution from an exponential family, it is possible to create two types of imprecise probability models. One is based on the co...
Erik Quaeghebeur, Gert de Cooman
PASTE
2004
ACM
15 years 3 months ago
Dynamically inferring temporal properties
Model checking requires a specification of the target system’s desirable properties, some of which are temporal. Formulating a property of the system based on either its abstrac...
Jinlin Yang, David Evans
ICSE
2010
IEEE-ACM
15 years 2 months ago
Using dynamic execution traces and program invariants to enhance behavioral model inference
Software behavioral models have proven useful for design, validation, verification, and maintenance. However, existing approaches for deriving such models sometimes overgeneraliz...
Ivo Krka, Yuriy Brun, Daniel Popescu, Joshua Garci...