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» Evaluating Adversarial Partitions
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CCS
2009
ACM
14 years 4 months ago
A framework for quantitative security analysis of machine learning
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
Pavel Laskov, Marius Kloft
GLOBECOM
2007
IEEE
14 years 4 months ago
Power-Modulated Challenge-Response Schemes for Verifying Location Claims
—Location information should be verifiable in order to support new computing and information services. In this paper, we adapt the classical challenge-response method for authen...
Yu Zhang, Zang Li, Wade Trappe
INFOCOM
2007
IEEE
14 years 4 months ago
Limiting Sybil Attacks in Structured P2P Networks
— One practical limitation of structured peer-to-peer (P2P) networks is that they are frequently subject to Sybil attacks: malicious parties can compromise the network by generat...
Hosam Rowaihy, William Enck, Patrick McDaniel, Tom...
INFOCOM
2007
IEEE
14 years 4 months ago
Insider Attacker Detection in Wireless Sensor Networks
— Though destructive to network functions, insider attackers are not detectable with only the classic cryptographybased techniques. Many mission-critic sensor network application...
Fang Liu, Xiuzhen Cheng, Dechang Chen
EUROCRYPT
2004
Springer
14 years 3 months ago
Practical Large-Scale Distributed Key Generation
Generating a distributed key, where a constant fraction of the players can reconstruct the key, is an essential component of many largescale distributed computing tasks such as ful...
John F. Canny, Stephen Sorkin