Fortifying Your Defenses: Techniques to Thwart Adversarial Attacks and Boost Performance of Machine Learning-Based Intrusion Detection Systems.
Wenjing LouPublished in: WiseML@WiSec (2023)
Keyphrases
- intrusion detection system
- denial of service attacks
- network security
- machine learning
- intrusion detection
- network intrusion detection systems
- network attacks
- traffic analysis
- intrusion prevention
- attack detection
- computer security
- dos attacks
- anomaly detection
- network intrusions
- cyber attacks
- computer networks
- network intrusion
- attack scenarios
- malicious activities
- network intrusion detection
- normal behavior
- misuse detection
- network traffic
- cyber security
- network traffic data
- computer systems
- distributed intrusion detection
- data mining
- feature selection
- learning algorithm
- security measures
- security threats
- security policies
- alert correlation
- normal traffic
- lightweight
- unsupervised learning
- reinforcement learning
- model selection
- data management
- knowledge discovery