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ACSAC
2005
IEEE
15 years 3 months ago
Automated and Safe Vulnerability Assessment
As the number of system vulnerabilities multiplies in recent years, vulnerability assessment has emerged as a powerful system security administration tool that can identify vulner...
Fanglu Guo, Yang Yu, Tzi-cker Chiueh
KDD
2010
ACM
272views Data Mining» more  KDD 2010»
15 years 1 months ago
Beyond heuristics: learning to classify vulnerabilities and predict exploits
The security demands on modern system administration are enormous and getting worse. Chief among these demands, administrators must monitor the continual ongoing disclosure of sof...
Mehran Bozorgi, Lawrence K. Saul, Stefan Savage, G...
ISSRE
2010
IEEE
14 years 8 months ago
Security Trend Analysis with CVE Topic Models
—We study the vulnerability reports in the Common Vulnerability and Exposures (CVE) database by using topic models on their description texts to find prevalent vulnerability typ...
Stephan Neuhaus, Thomas Zimmermann
SCAM
2008
IEEE
15 years 4 months ago
The Evolution and Decay of Statically Detected Source Code Vulnerabilities
The presence of vulnerable statements in the source code is a crucial problem for maintainers: properly monitoring and, if necessary, removing them is highly desirable to ensure h...
Massimiliano Di Penta, Luigi Cerulo, Lerina Aversa...
CCS
2003
ACM
15 years 2 months ago
Buffer overrun detection using linear programming and static analysis
This paper addresses the issue of identifying buffer overrun vulnerabilities by statically analyzing C source code. We demonstrate a light-weight analysis based on modeling C stri...
Vinod Ganapathy, Somesh Jha, David Chandler, David...