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» Adversarial Sequence Prediction
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BMCBI
2008
140views more  BMCBI 2008»
13 years 5 months ago
SCPRED: Accurate prediction of protein structural class for sequences of twilight-zone similarity with predicting sequences
Background: Protein structure prediction methods provide accurate results when a homologous protein is predicted, while poorer predictions are obtained in the absence of homologou...
Lukasz A. Kurgan, Krzysztof J. Cios, Ke Chen 0003
MDM
2010
Springer
250views Communications» more  MDM 2010»
13 years 7 months ago
Defending Wireless Sensor Networks against Adversarial Localization
In this paper, we study the issue of defending against adversarial localization in wireless sensor networks. Adversarial localization refers to attacks where an adversary attempts...
Neelanjana Dutta, Abhinav Saxena, Sriram Chellappa...
IEEESP
2011
12 years 8 months ago
On Adversary Models and Compositional Security
We present a representative development in the science of security that includes a generic model of computer systems, their security properties and adversaries who actively interf...
Anupam Datta, Jason Franklin, Deepak Garg, Limin J...
COLT
2010
Springer
13 years 3 months ago
Regret Minimization With Concept Drift
In standard online learning, the goal of the learner is to maintain an average loss that is "not too big" compared to the loss of the best-performing function in a fixed...
Koby Crammer, Yishay Mansour, Eyal Even-Dar, Jenni...
VLDB
2007
ACM
96views Database» more  VLDB 2007»
13 years 11 months ago
Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge
Privacy is an important issue in data publishing. Many organizations distribute non-aggregate personal data for research, and they must take steps to ensure that an adversary cann...
Bee-Chung Chen, Raghu Ramakrishnan, Kristen LeFevr...