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03/24/2018
Security Theater: On the Vulnerability of Classifiers to Exploratory Attacks
The increasing scale and sophistication of cyberattacks has led to the a...
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03/24/2018
A Dynamic-Adversarial Mining Approach to the Security of Machine Learning
Operating in a dynamic real world environment requires a forward thinkin...
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03/24/2018
Handling Adversarial Concept Drift in Streaming Data
Classifiers operating in a dynamic, real world environment, are vulnerab...
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03/31/2017
On the Reliable Detection of Concept Drift from Streaming Unlabeled Data
Classifiers deployed in the real world operate in a dynamic environment,...
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03/30/2017
Evaluating Complex Task through Crowdsourcing: Multiple Views Approach
With the popularity of massive open online courses, grading through crow...
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03/23/2017
Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains
While modern day web applications aim to create impact at the civilizati...
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07/26/2011