Learning Approximate Execution Semantics From Traces for Binary Function Similarity.
Kexin PeiZhou XuanJunfeng YangSuman JanaBaishakhi RayPublished in: IEEE Trans. Software Eng. (2023)
Keyphrases
- learning algorithm
- learning process
- learning scenarios
- online learning
- knowledge acquisition
- learning tasks
- similarity measure
- pairwise
- prior knowledge
- supervised learning
- learning systems
- control flow
- neural network
- inductive inference
- piecewise linear
- euclidean distance
- unsupervised learning
- reinforcement learning
- knowledge base
- machine learning