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Cybersecurity

362 directly classified papers

Papers per year

Papers

Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach ACML 2015
Feature Cross-Substitution in Adversarial Classification NIPS 2014
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features JMLR 2012
Support Vector Machines Under Adversarial Label Noise ACML 2011
Static Analysis of Binary Executables Using Structural SVMs NIPS 2010
Tracking Dynamic Sources of Malicious Activity at Internet Scale NIPS 2009
Breaking Audio CAPTCHAs NIPS 2008
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images JMLR 2006
Machine Learning for Computer Security JMLR 2006
In-Network PCA and Anomaly Detection NIPS 2006
On Inferring Application Protocol Behaviors in Encrypted Network Traffic JMLR 2006
Learning to Detect and Classify Malicious Executables in the Wild JMLR 2006