8381 search results - page 343 / 1677 » The security of machine learning |
175
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MLCW
2005
Springer
16 years 7 days ago
2005
Springer
In this paper we present lessons learned in the Evaluating Predictive Uncertainty Challenge. We describe the methods we used in regression challenges, including our winning method ...
202
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ECML
2006
Springer
15 years 10 months ago
2006
Springer
This paper presents a decoupled two stage solution to the multiple-instance learning (MIL) problem. With a constructed affinity matrix to reflect the instance relations, a modified...
158
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DSOM
2004
Springer
16 years 4 days ago
2004
Springer
Autonomic distributed management enables for deploying self-directed monitoring and control tasks that track dynamic network problems such as performance degradation and security t...
197
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KDD
2004
ACM
16 years 7 months ago
2004
ACM
We present and empirically analyze a machine-learning approach for detecting intrusions on individual computers. Our Winnowbased algorithm continually monitors user and system beh...
143
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OSDI
2008
ACM
16 years 7 months ago
2008
ACM
SALSA examines system logs to derive state-machine views of the sytem's execution, along with control-flow, data-flow models and related statistics. Exploiting SALSA's d...