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	Savage, Stefan     Options: All Media Types Journals Proceedings Div Books Whole Books Other Date Reviewed Title Author Publisher Published Date Descending Ascending Date Reviewed     1 - 4 of 4 reviews       Improving software diagnosability via log enhancement Yuan D., Zheng J., Park S., Zhou Y., Savage S. ACM Transactions on Computer Systems 30(1): 1-28, 2012.  Type: Article When a software system fails at a user site, information is often automatically sent to the developer for diagnostics. Usually, only a system log is included, with all the confidential data such as identities and financial information ...... Jul 6 2012     Privacy-preserving network forensics Afanasyev M., Kohno T., Ma J., Murphy N., Savage S., Snoeren A., Voelker G. Communications of the ACM 54(5): 78-87, 2011.  Type: Article The Internet offers users some anonymity; at the network level, an Internet protocol (IP) address is only loosely associated with a device, and is not associated with a person. This article proposes the use of group signatures to bind ...... Jul 18 2011     Beyond heuristics: learning to classify vulnerabilities and predict exploits Bozorgi M., Saul L., Savage S., Voelker G.  KDD 2010 (Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, Jul 25-28, 2010) 105-114, 2010.  Type: Proceedings Machine learning techniques are being applied to all kinds of problems in computer science. This paper applies machine learning to classifying vulnerabilities and predicting time to exploit a vulnerability, once information on it has b...... Nov 10 2010     Beyond blacklists: learning to detect malicious Web sites from suspicious URLs Ma J., Saul L., Savage S., Voelker G.  KDD 2009 (Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, Jun 28-Jul 1, 2009) 1245-1254, 2009.  Type: Proceedings Detecting malicious Web sites is an ongoing concern. This paper describes an “automated [uniform resource locator (URL)] classification, using statistical methods to discover the tell-tale lexical and host-based properties&am...... Mar 9 2010
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