DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness.
Shoumik SahaWenxiao WangYigitcan KayaSoheil FeiziTudor DumitrasPublished in: ICLR (2024)
Keyphrases
- decision forest
- support vector
- classification process
- feature selection
- training set
- classifier systems
- decision trees
- training data
- feature space
- learning phase
- support vector machine
- class labels
- classification rate
- training samples
- linear classifiers
- multiple classifiers
- manually labeled training data
- reverse engineering
- classification method
- training examples
- machine learning
- feature set
- nearest neighbor
- feature extraction
- genetic algorithm