Buffer Overflow Vulnerability Prediction from x86 Executables Using Static Analysis and Machine Learning.

Bindu Madhavi Padmanabhuni Hee Beng Kuan Tan

Published in: COMPSAC (2015)

Keyphrases

static analysis
buffer overflow
machine learning
source code
dynamic analysis
data corruption
security problems
regular expressions
rare events
open source
test suite
decision trees
active learning
data mining
databases
feature selection
network traffic
anomaly detection
data sets
knowledge discovery
high level