Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning
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Published By Springer Berlin Heidelberg

9783642198953, 9783642198960

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Classifier Evasion: Models and Open Problems

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_8 ◽

2011 ◽

pp. 92-98 ◽

Cited By ~ 4

Author(s):

Blaine Nelson ◽

Benjamin I. P. Rubinstein ◽

Ling Huang ◽

Anthony D. Joseph ◽

J. D. Tygar

Keyword(s):

Open Problems

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Large Margin Multiclass Gaussian Classification with Differential Privacy

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_9 ◽

2011 ◽

pp. 99-112 ◽

Cited By ~ 2

Author(s):

Manas A. Pathak ◽

Bhiksha Raj

Keyword(s):

Differential Privacy ◽

Large Margin

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ASAP: Automatic Semantics-Aware Analysis of Network Payloads

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_5 ◽

2011 ◽

pp. 50-63 ◽

Cited By ~ 8

Author(s):

Tammo Krueger ◽

Nicole Krämer ◽

Konrad Rieck

Keyword(s):

Automatic Semantics

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Quadratic Error Minimization in a Distributed Environment with Privacy Preserving

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_3 ◽

2011 ◽

pp. 22-35

Author(s):

Gérald Gavin ◽

Julien Velcin

Keyword(s):

Privacy Preserving ◽

Error Minimization ◽

Distributed Environment ◽

Quadratic Error

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Edit Constraints on Microaggregation and Additive Noise

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_1 ◽

2011 ◽

pp. 1-14 ◽

Cited By ~ 3

Author(s):

Isaac Cano ◽

Vicenç Torra

Keyword(s):

Additive Noise

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Temporal Defenses for Robust Recommendations

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_6 ◽

2011 ◽

pp. 64-77 ◽

Cited By ~ 2

Author(s):

Neal Lathia ◽

Stephen Hailes ◽

Licia Capra

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SBAD: Sequence Based Attack Detection via Sequence Comparison

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_7 ◽

2011 ◽

pp. 78-91 ◽

Cited By ~ 4

Author(s):

Ching-Hao Mao ◽

Hsing-Kuo Pao ◽

Christos Faloutsos ◽

Hahn-Ming Lee

Keyword(s):

Sequence Comparison ◽

Attack Detection

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Preserving Privacy in Data Mining via Importance Weighting

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_2 ◽

2011 ◽

pp. 15-21 ◽

Cited By ~ 1

Author(s):

Charles Elkan

Keyword(s):

Data Mining ◽

Importance Weighting

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Secure Top-k Subgroup Discovery

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_4 ◽

2011 ◽

pp. 36-49

Author(s):

Henrik Grosskreutz ◽

Benedikt Lemmen ◽

Stefan Rüping

Keyword(s):

Subgroup Discovery

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Privacy Preserving Protocols for Eigenvector Computation

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning ◽

10.1007/978-3-642-19896-0_10 ◽

2011 ◽

pp. 113-126 ◽

Cited By ~ 1

Author(s):

Manas Pathak ◽

Bhiksha Raj

Keyword(s):

Privacy Preserving

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Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine LearningLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

Classifier Evasion: Models and Open Problems

Large Margin Multiclass Gaussian Classification with Differential Privacy

ASAP: Automatic Semantics-Aware Analysis of Network Payloads

Quadratic Error Minimization in a Distributed Environment with Privacy Preserving

Edit Constraints on Microaggregation and Additive Noise

Temporal Defenses for Robust Recommendations

SBAD: Sequence Based Attack Detection via Sequence Comparison

Preserving Privacy in Data Mining via Importance Weighting

Secure Top-k Subgroup Discovery

Privacy Preserving Protocols for Eigenvector Computation

Lecture Notes in Computer Science - Privacy and Security Issues in Data Mining and Machine Learning
Latest Publications