RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture.
Jingdi ChenLei ZhangJoseph RiemGina C. AdamNathaniel D. BastianTian LanPublished in: CoRR (2023)
Keyphrases
- intrusion detection
- hardware architecture
- real time
- machine learning
- intrusion detection system
- anomaly detection
- data mining
- network security
- detecting anomalous
- network intrusion
- network traffic
- network intrusion detection
- quantum mechanics
- high detection rate
- low cost
- artificial intelligence
- hardware implementation
- information security
- learning algorithm
- data mining techniques
- computational intelligence
- data analysis
- pattern recognition
- xilinx virtex
- network intrusions
- cyber security
- support vector machine
- reinforcement learning
- association rules
- alert correlation
- feature selection
- neural network