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IWIA
2005
IEEE
14 years 1 months ago
Stellar: A Fusion System for Scenario Construction and Security Risk Assessment
Stellar aggregates and correlates alerts from heterogeneous network defense systems, building scenarios and estimating the security risk of the entire scenario. Prior work conside...
Stephen Boyer, Oliver Dain, Robert Cunningham
JMLR
2010
135views more  JMLR 2010»
13 years 6 months ago
Bundle Methods for Regularized Risk Minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
Choon Hui Teo, S. V. N. Vishwanathan, Alex J. Smol...
ORL
2007
83views more  ORL 2007»
13 years 7 months ago
Large deviations bounds for estimating conditional value-at-risk
In this paper, we prove an exponential rate of convergence result for a common estimator of conditional value-at-risk for bounded random variables. The bound on optimistic deviati...
David B. Brown
HASE
2008
IEEE
14 years 2 months ago
Formal Support for Quantitative Analysis of Residual Risks in Safety-Critical Systems
With the increasing complexity in software and electronics in safety-critical systems new challenges to lower the costs and decrease time-to-market, while preserving high assuranc...
Jonas Elmqvist, Simin Nadjm-Tehrani
CODES
2007
IEEE
14 years 2 months ago
Probabilistic performance risk analysis at system-level
We present a novel hybrid approach for performance analysis of a system design. Unlike other approaches in this area, in this paper we do not focus on the determination of pessimi...
Alexander Viehl, Markus Schwarz, Oliver Bringmann,...