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» Vulnerability Analysis of High Dimensional Complex Systems
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KDD
2005
ACM
169views Data Mining» more  KDD 2005»
16 years 26 days ago
Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation
Significant vulnerabilities have recently been identified in collaborative filtering recommender systems. These vulnerabilities mostly emanate from the open nature of such systems ...
Bamshad Mobasher, Robin D. Burke, Chad Williams, R...
179
Voted
CDC
2010
IEEE
172views Control Systems» more  CDC 2010»
14 years 4 months ago
Electrical centrality measures for electric power grid vulnerability analysis
— This paper investigates measures of centrality that are applicable to power grids. Centrality measures are used in network science to rank the relative importance of nodes and ...
Zhifang Wang, Anna Scaglione, Robert J. Thomas
97
Voted
SCAM
2008
IEEE
15 years 6 months ago
The Evolution and Decay of Statically Detected Source Code Vulnerabilities
The presence of vulnerable statements in the source code is a crucial problem for maintainers: properly monitoring and, if necessary, removing them is highly desirable to ensure h...
Massimiliano Di Penta, Luigi Cerulo, Lerina Aversa...
103
Voted
ICONIP
2007
15 years 1 months ago
Principal Component Analysis for Sparse High-Dimensional Data
Abstract. Principal component analysis (PCA) is a widely used technique for data analysis and dimensionality reduction. Eigenvalue decomposition is the standard algorithm for solvi...
Tapani Raiko, Alexander Ilin, Juha Karhunen
128
Voted
VLDB
2000
ACM
229views Database» more  VLDB 2000»
15 years 4 months ago
Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces
Many emerging application domains require database systems to support efficient access over highly multidimensional datasets. The current state-of-the-art technique to indexing hi...
Kaushik Chakrabarti, Sharad Mehrotra