Dual-Space Attacks against Random-Walk-based Anomaly Detection.
Yuni LaiMarcin WaniekYulin ZhuLiying LiJingwen WuTomasz P. MichalakTalal RahwanKai ZhouPublished in: CoRR (2023)
Keyphrases
- random walk
- anomaly detection
- dual space
- network anomaly detection
- computer security
- network intrusion
- misuse detection
- normal behavior
- intrusion detection
- detecting anomalies
- network intrusion detection
- normal traffic
- markov chain
- anomalous behavior
- intrusion detection system
- network traffic
- intrusion prevention
- transition probability matrix
- network security
- unsupervised learning
- one class support vector machines
- data mining
- malware detection
- negative selection algorithm