Practical Machine Learning for Cloud Intrusion Detection: Challenges and the Way Forward.
Ram Shankar Siva KumarAndrew WickerMatt SwannPublished in: AISec@CCS (2017)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- real world
- data mining
- network traffic
- detecting anomalous
- stream data mining
- network intrusion
- artificial immune
- high detection rate
- cloud computing
- computer security
- information security
- pattern recognition
- cyber security
- reinforcement learning
- alert correlation
- false positives and false negatives
- data sets
- computer networks
- feature selection
- decision trees
- virtual machine
- lightweight
- knowledge discovery
- computer vision
- network intrusion detection systems
- network intrusions
- computational intelligence