On the Security of Machine Learning in Malware C&C Detection: A Survey.
Joseph GardinerShishir NagarajaPublished in: ACM Comput. Surv. (2016)
Keyphrases
- machine learning
- malware detection
- anti virus
- malicious executables
- detection algorithm
- anomaly detection
- computer security
- pattern recognition
- detection method
- object detection
- detect malicious
- network security
- automatic detection
- learning algorithm
- data mining
- inductive learning
- machine learning methods
- artificial intelligence
- intrusion detection
- access control
- supervised learning
- information extraction
- text mining
- information security
- computational intelligence
- false alarms
- detection accuracy
- machine learning approaches
- security measures
- computer vision
- dynamic analysis
- computer science
- reinforcement learning
- security requirements
- security issues
- statistical databases
- security policies
- inductive logic programming
- data analysis
- false positives
- machine learning algorithms
- knowledge acquisition
- text classification