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CCS
2006
ACM
15 years 11 months ago
Can machine learning be secure?
Machine learning systems offer unparalled flexibility in dealing with evolving input in a variety of applications, such as intrusion detection systems and spam e-mail filtering. H...
Marco Barreno, Blaine Nelson, Russell Sears, Antho...
CCS
2006
ACM
15 years 11 months ago
Time series modeling for IDS alert management
Intrusion detection systems create large amounts of alerts. Significant part of these alerts can be seen as background noise of an operational information system, and its quantity...
Jouni Viinikka, Hervé Debar, Ludovic M&eacu...
CEAS
2006
Springer
15 years 11 months ago
Using E-Mail Social Network Analysis for Detecting Unauthorized Accounts
In this paper we detail the use of e-mail social network analysis for the detection of security policy violations on computer systems. We begin by formalizing basic policies that ...
Adam J. O'Donnell, Walter C. Mankowski, Jeff Abrah...
CIA
2006
Springer
15 years 11 months ago
Eliminating Interdependencies Between Issues for Multi-issue Negotiation
In multi-issue negotiations, issues may be negotiated independently or not. In the latter case, the utility associated with one issue depends on the value of another. These issue d...
Koen V. Hindriks, Catholijn M. Jonker, Dmytro Tykh...
CIKM
2006
Springer
15 years 11 months ago
A system for query-specific document summarization
There has been a great amount of work on query-independent summarization of documents. However, due to the success of Web search engines query-specific document summarization (que...
Ramakrishna Varadarajan, Vagelis Hristidis
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