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CCS
2006
ACM
13 years 8 months ago
Can machine learning be secure?
Machine learning systems offer unparalled flexibility in dealing with evolving input in a variety of applications, such as intrusion detection systems and spam e-mail filtering. H...
Marco Barreno, Blaine Nelson, Russell Sears, Antho...
COLT
1995
Springer
13 years 8 months ago
Being Taught can be Faster than Asking Questions
Ronald L. Rivest, Yiqun Lisa Yin
ICML
1997
IEEE
14 years 5 months ago
Why Experimentation can be better than "Perfect Guidance"
Tobias Scheffer, Russell Greiner, Christian Darken
CCS
2008
ACM
13 years 6 months ago
Open problems in the security of learning
Machine learning has become a valuable tool for detecting and preventing malicious activity. However, as more applications employ machine learning techniques in adversarial decisi...
Marco Barreno, Peter L. Bartlett, Fuching Jack Chi...
IICAI
2003
13 years 6 months ago
Machine Learning in Infrastructure Security
Abstract: Democratic societies throughout the world, it appears, are facing a new type of threat dubbed "asymmetric threat." In this new threat environment the world gove...
V. Rao Vemuri