Dos and Don'ts of Machine Learning in Computer Security.
Daniel ArpErwin QuiringFeargus PendleburyAlexander WarneckeFabio PierazziChristian WressneggerLorenzo CavallaroKonrad RieckPublished in: USENIX Security Symposium (2022)
Keyphrases
- computer security
- machine learning
- anomaly detection
- computer systems
- intrusion detection
- information security
- network security
- machine learning algorithms
- network intrusion detection
- pattern recognition
- computer forensics
- intrusion detection system
- supervised learning
- machine learning methods
- information extraction
- active learning
- data analysis
- data mining
- unsupervised learning
- text mining
- computer networks
- hybrid algorithm
- learning algorithm
- denial of service
- object recognition