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POLICY
2007
Springer
15 years 8 months ago
Data-Purpose Algebra: Modeling Data Usage Policies
Data is often encumbered by restrictions on the ways in which it may be used. These restrictions on usage may be determined by statute, by contract, by custom, or by common decenc...
Chris Hanson, Tim Berners-Lee, Lalana Kagal, Geral...
118
Voted
ICDM
2006
IEEE
116views Data Mining» more  ICDM 2006»
15 years 8 months ago
Entity Resolution with Markov Logic
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...
Parag Singla, Pedro Domingos
92
Voted
IMC
2006
ACM
15 years 8 months ago
Finding diversity in remote code injection exploits
Remote code injection exploits inflict a significant societal cost, and an active underground economy has grown up around these continually evolving attacks. We present a method...
Justin Ma, John Dunagan, Helen J. Wang, Stefan Sav...
113
Voted
ACSAC
2005
IEEE
15 years 8 months ago
Design and Implementation of an Extrusion-based Break-In Detector for Personal Computers
An increasing variety of malware, such as worms, spyware and adware, threatens both personal and business computing. Remotely controlled bot networks of compromised systems are gr...
Weidong Cui, Randy H. Katz, Wai-tian Tan
132
Voted
IMC
2005
ACM
15 years 8 months ago
Combining Filtering and Statistical Methods for Anomaly Detection
In this work we develop an approach for anomaly detection for large scale networks such as that of an enterprize or an ISP. The traffic patterns we focus on for analysis are that...
Augustin Soule, Kavé Salamatian, Nina Taft