3556 search results - page 13 / 712 » Can machine learning be secure |
123
Voted
AAAI
2011
14 years 22 days ago
2011
End-user interactive machine learning is a promising tool for enhancing human productivity and capabilities with large unstructured data sets. Recent work has shown that we can cr...
92
Voted
SIGMETRICS
2009
ACM
15 years 7 months ago
2009
ACM
Accurately identifying spam campaigns launched by a large number of bots in a botnet allows for accurate spam campaign signature generation and hence is critical to defeating spam...
138
Voted
ATAL
2007
Springer
15 years 7 months ago
2007
Springer
This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...
95
Voted
IWPC
2006
IEEE
15 years 6 months ago
2006
IEEE
Code obfuscation makes it harder for a security analyst to understand the malicious payload of a program. In most cases an analyst needs to study the program at the machine code l...
95
Voted
ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
We study the problem of learning using combinations of machines. In particular we present new theoretical bounds on the generalization performance of voting ensembles of kernel ma...