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: DSC (2023)
Keyphrases
- intrusion detection
- hardware architecture
- machine learning
- real time
- intrusion detection system
- anomaly detection
- data mining
- network intrusion detection
- network security
- network traffic
- hardware implementation
- detecting anomalous
- high detection rate
- network intrusion
- xilinx virtex
- alert correlation
- information security
- network intrusions
- image processing
- computer networks
- quantum mechanics
- field programmable gate array
- network attacks
- learning algorithm
- cyber security
- computational intelligence
- feature selection
- pattern recognition
- text classification
- artificial intelligence
- computer vision
- reinforcement learning
- data mining techniques
- misuse detection
- low cost