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CCS
2009
ACM
15 years 6 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
MOBIDE
2005
ACM
15 years 5 months ago
Recovery of mobile internet transactions: algorithm, implementation and analysis
The increasing popularity of mobile devices and the support of web portals towards performing transactions from these mobile devices has enabled business on the move. However, int...
Shashi Anand, Krithi Ramamritham
SERP
2004
15 years 1 months ago
Formal Analysis of UML-Based Designs
This paper describes a design specification and analysis framework to support the OO design stage. Structural and behavioral specifications of objects are integrated and formalize...
Boumediene Belkhouche, Anastasia Nix
STEP
2003
IEEE
15 years 5 months ago
On Analysis of Design Component Contracts: A Case Study
Software patterns are a new design paradigm used to solve problems that arise when developing software within a particular context. Patterns capture the static and dynamic structu...
Jing Dong, Paulo S. C. Alencar, Donald D. Cowan
PPOPP
2005
ACM
15 years 5 months ago
A sampling-based framework for parallel data mining
The goal of data mining algorithm is to discover useful information embedded in large databases. Frequent itemset mining and sequential pattern mining are two important data minin...
Shengnan Cong, Jiawei Han, Jay Hoeflinger, David A...