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FORTE
2008
12 years 7 months ago
Detecting Communication Protocol Security Flaws by Formal Fuzz Testing and Machine Learning
Network-based fuzz testing has become an effective mechanism to ensure the security and reliability of communication protocol systems. However, fuzz testing is still conducted in a...
Guoqiang Shu, Yating Hsu, David Lee
IEEEARES
2010
IEEE
12 years 10 months ago
Configuration Fuzzing for Software Vulnerability Detection
Many software security vulnerabilities only reveal themselves under certain conditions, i.e., particular configurations of the software together with its particular runtime environ...
Huning Dai, Christian Murphy, Gail E. Kaiser
ACSAC
2007
IEEE
13 years 11 days ago
Automated Vulnerability Analysis: Leveraging Control Flow for Evolutionary Input Crafting
We present an extension of traditional "black box" fuzz testing using a genetic algorithm based upon a Dynamic Markov Model fitness heuristic. This heuristic allows us t...
Sherri Sparks, Shawn Embleton, Ryan Cunningham, Cl...
NDSS
2008
IEEE
13 years 12 days ago
Automated Whitebox Fuzz Testing
Fuzz testing is an effective technique for ļ¬nding security vulnerabilities in software. Traditionally, fuzz testing tools apply random mutations to well-formed inputs of a progr...
Patrice Godefroid, Michael Y. Levin, David A. Moln...
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