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» Open problems in the security of learning
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NCA
2003
IEEE
14 years 2 months ago
Admission Control in Peer Groups
Security in collaborative peer groups is an active research topic. Most previous work focused on key management without addressing an important pre-requisite: admission control, i...
Yongdae Kim, Daniele Mazzocchi, Gene Tsudik
ALT
2011
Springer
12 years 9 months ago
Deviations of Stochastic Bandit Regret
This paper studies the deviations of the regret in a stochastic multi-armed bandit problem. When the total number of plays n is known beforehand by the agent, Audibert et al. (2009...
Antoine Salomon, Jean-Yves Audibert
USENIX
2003
13 years 10 months ago
Learning Spam: Simple Techniques For Freely-Available Software
The problem of automatically filtering out spam e-mail using a classifier based on machine learning methods is of great recent interest. This paper gives an introduction to mach...
Bart Massey, Mick Thomure, Raya Budrevich, Scott L...
USENIX
2004
13 years 10 months ago
Reliability and Security in the CoDeeN Content Distribution Network
With the advent of large-scale, wide-area networking testbeds, researchers can deploy long-running distributed services that interact with other resources on the Web. The CoDeeN C...
Limin Wang, KyoungSoo Park, Ruoming Pang, Vivek S....
AAAI
2012
11 years 11 months ago
Learning Behavior Models for Hybrid Timed Systems
A tailored model of a system is the prerequisite for various analysis tasks, such as anomaly detection, fault identification, or quality assurance. This paper deals with the algo...
Oliver Niggemann, Benno Stein, Asmir Vodencarevic,...