Are Malware Detection Classifiers Adversarially Vulnerable to Actor-Critic based Evasion Attacks?
Hemant RathoreSujay C. SharmaSanjay K. SahayMohit SewakPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2022)
Keyphrases
- malware detection
- actor critic
- countermeasures
- malicious executables
- anti virus
- reinforcement learning
- training data
- optimal control
- anomaly detection
- neuro fuzzy
- decision trees
- approximate dynamic programming
- machine learning algorithms
- information security
- support vector
- policy gradient
- gradient method
- temporal difference
- training set
- reinforcement learning algorithms
- feature selection
- java card
- naive bayes
- long run
- machine learning
- function approximation