Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems.
Afsaneh MahanipourHana KhamfroushPublished in: CoRR (2024)
Keyphrases
- intrusion detection system
- intrusion detection
- feature engineering
- network security
- computer security
- cyber attacks
- intrusion prevention
- dependency parsing
- cyber security
- security measures
- anomaly detection
- maximum likelihood
- machine learning
- text classification
- computer networks
- security architecture
- information security
- denial of service attacks
- network traffic
- natural language processing
- network intrusion detection
- security policies
- labeled data
- malicious activities
- dos attacks
- data mining
- alert correlation
- speech processing
- cloud computing
- security mechanisms
- misuse detection
- security issues
- data mining techniques
- network intrusion detection systems
- attack detection
- distributed intrusion detection
- attack scenarios
- smart grid
- text mining
- knowledge discovery
- active learning
- key management
- countermeasures
- unsupervised learning
- computer systems
- information extraction
- knn
- training data