RL-BIN++: Overcoming Binary Instrumentation Challenges in the Presence of Obfuscation Techniques and Problematic Features.
Amir Majlesi-KupaeiDanny KimRajeev BaruaPublished in: ICSCA (2021)
Keyphrases
- binary features
- lessons learned
- unique features
- reinforcement learning
- feature set
- neural network
- spatial information
- false positives
- benchmark datasets
- prior knowledge
- feature vectors
- feature space
- classification accuracy
- state space
- object recognition
- multiscale
- feature extraction
- key issues
- extracted features
- machine learning
- data sets