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14th PKDD / 21. ECML 2010: Barcelona, Spain - PSDML

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Christos Dimitrakakis, Aris Gkoulalas-Divanis, Aikaterini Mitrokotsa, Vassilios S. Verykios, Yücel Saygin:
Privacy and Security Issues in Data Mining and Machine Learning - International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers. Lecture Notes in Computer Science 6549, Springer 2011, ISBN 978-3-642-19895-3
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Isaac Cano, Vicenç Torra:
Edit Constraints on Microaggregation and Additive Noise. 1-14
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Charles Elkan:
Preserving Privacy in Data Mining via Importance Weighting. 15-21
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Gérald Gavin, Julien Velcin:
Quadratic Error Minimization in a Distributed Environment with Privacy Preserving. 22-35
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Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping:
Secure Top-k Subgroup Discovery. 36-49
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Tammo Krueger, Nicole Krämer, Konrad Rieck:
ASAP: Automatic Semantics-Aware Analysis of Network Payloads. 50-63
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Neal Lathia, Stephen Hailes, Licia Capra:
Temporal Defenses for Robust Recommendations. 64-77
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Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee:
SBAD: Sequence Based Attack Detection via Sequence Comparison. 78-91
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Blaine Nelson, Benjamin I. P. Rubinstein, Ling Huang, Anthony D. Joseph, J. D. Tygar:
Classifier Evasion: Models and Open Problems. 92-98
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Manas A. Pathak, Bhiksha Raj:
Large Margin Multiclass Gaussian Classification with Differential Privacy. 99-112
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Manas A. Pathak, Bhiksha Raj:
Privacy Preserving Protocols for Eigenvector Computation. 113-126
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Marco Vanetti, Elisabetta Binaghi, Barbara Carminati, Moreno Carullo, Elena Ferrari:
Content-Based Filtering in On-Line Social Networks. 127-140

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