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ICPR
2010
IEEE
14 years 2 months ago
Malware Detection on Mobile Devices Using Distributed Machine Learning
This paper presents a distributed Support Vector Machine (SVM) algorithm in order to detect malicious software (malware) on a network of mobile devices. The light-weight system mo...
Ashkan Sharifi Shamili, Christian Bauckhage, Tansu...
GAMESEC
2010
136views Game Theory» more  GAMESEC 2010»
13 years 8 months ago
Effective Multimodel Anomaly Detection Using Cooperative Negotiation
Abstract. Many computer protection tools incorporate learning techniques that build mathematical models to capture the characteristics of system's activity and then check whet...
Alberto Volpatto, Federico Maggi, Stefano Zanero
RAID
1999
Springer
14 years 2 months ago
Audit logs: to keep or not to keep?
We approached this line of inquiry by questioning the conventional wisdom that audit logs are too large to be analyzed and must be reduced and filtered before the data can be anal...
Christopher Wee
ICECCS
2002
IEEE
93views Hardware» more  ICECCS 2002»
14 years 3 months ago
Mnemosyne: Designing and Implementing Network Short-Term Memory
Network traffic logs play an important role in incident analysis. With the increasing throughput of network links, maintaining a complete log of all network activity has become a...
Giovanni Vigna, Andrew Mitchel
MOBISYS
2007
ACM
14 years 10 months ago
Algorithm to automatically detect abnormally long periods of inactivity in a home
An algorithm has been developed to automatically construct individual models of normal activity within a home using motion sensor data. Alerts can be generated when a period of in...
Paul Cuddihy, Jenny Weisenberg, Catherine Graichen...