Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups.
Chen LuoAnshumali ShrivastavaPublished in: CoRR (2017)
Keyphrases
- anomaly detection
- high speed
- content addressable memory
- locality sensitive
- hash functions
- locality sensitive hashing
- hyperplane
- high dimensional
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- intrusion detection system
- unsupervised learning
- network anomaly detection
- query processing
- main memory
- detect anomalies
- one class support vector machines
- computer vision
- databases
- nearest neighbor
- similarity search
- nearest neighbor search
- hamming distance
- low dimensional
- dimensionality reduction
- principal component analysis
- support vector machine
- knn
- data points
- feature selection
- genetic algorithm