Staged Method of Code Similarity Analysis for Firmware Vulnerability Detection.
Yisen WangJianjing ShenJian LinRui LouPublished in: IEEE Access (2019)
Keyphrases
- detection method
- similarity measure
- experimental evaluation
- clustering method
- detection algorithm
- high accuracy
- computational complexity
- high precision
- significant improvement
- preprocessing
- edge detection
- probabilistic model
- computational cost
- cost function
- similarity function
- structural similarity
- distance metric
- similarity metric
- false positive rate
- neural network
- synthetic data
- support vector machine svm
- statistical analysis
- prior knowledge
- evolutionary algorithm
- pairwise
- learning algorithm