Chapter: Classifier Evasion: Models and Open Problems

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Home > Privacy and Security Issues in Data Mining and Machine Learning: International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers > Classifier Evasion: Models and Open Problems

Privacy and Security Issues in Data Mining and Machine Learning: International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers |

Christos Dimitrakakis; Aris Gkoulalas-Divanis; Aikaterini Mitrokotsa; Vassilios S. Verykios; Yücel Saygin

Springer Berlin Heidelberg

Privacy and Security Issues in Data Mining and Machine Learning: International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers

Classifier Evasion: Models and Open Problems

Chapter Info

Authors

Blaine Nelson; Benjamin I. P. Rubinstein; Ling Huang; Anthony D. Joseph; J. D. Tygar

ARI Id

1664973874862_4297506

Access

Not Available Free

Pages

92-98

DOI

10.1007/978-3-642-19896-0_8

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-19896-0_8

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Chapters/Headings	Author(s)	Pages	Info
Front Matter
Edit Constraints on Microaggregation and Additive Noise	Isaac Cano; Vicenç Torra	1-14
Preserving Privacy in Data Mining via Importance Weighting	Charles Elkan	15-21
Quadratic Error Minimization in a Distributed Environment with Privacy Preserving	Gérald Gavin; Julien Velcin	22-35
Secure Top-k Subgroup Discovery	Henrik Grosskreutz; Benedikt Lemmen; Stefan Rüping	36-49
ASAP: Automatic Semantics-Aware Analysis of Network Payloads	Tammo Krueger; Nicole Krämer; Konrad Rieck	50-63
Temporal Defenses for Robust Recommendations	Neal Lathia; Stephen Hailes; Licia Capra	64-77
SBAD: Sequence Based Attack Detection via Sequence Comparison	Ching-Hao Mao; Hsing-Kuo Pao; Christos Faloutsos; Hahn-Ming Lee	78-91
Classifier Evasion: Models and Open Problems	Blaine Nelson; Benjamin I. P. Rubinstein; Ling Huang; Anthony D. Joseph; J. D. Tygar	92-98
Large Margin Multiclass Gaussian Classification with Differential Privacy	Manas A. Pathak; Bhiksha Raj	99-112
Privacy Preserving Protocols for Eigenvector Computation	Manas Pathak; Bhiksha Raj	113-126
Content-Based Filtering in On-Line Social Networks	Marco Vanetti; Elisabetta Binaghi; Barbara Carminati; Moreno Carullo; Elena Ferrari	127-140
Back Matter
Chapters/Headings	Author(s)	Pages	Info

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