How Machine Learning Is Solving the Binary Function Similarity Problem.
Andrea MarcelliMariano GrazianoXabier Ugarte-PedreroYanick FratantonioMohamad MansouriDavide BalzarottiPublished in: USENIX Security Symposium (2022)
Keyphrases
- machine learning
- data mining
- similarity measure
- distance measure
- learning algorithm
- hamming distance
- semantic similarity
- similarity function
- knowledge acquisition
- text classification
- knowledge discovery
- pattern recognition
- support vector machine
- multi valued
- decision trees
- inductive learning
- inductive logic programming
- combinatorial optimization
- distance metric
- active learning
- machine learning methods
- knowledge representation
- neural network
- reinforcement learning
- computational intelligence
- machine learning approaches
- text mining
- explanation based learning
- natural language processing
- dot product
- unit interval