معرفی و دانلود کتاب Anomaly Detection Approaching For Detecting Anomalies Using Netflow

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خلاصه مطالب این کتاب شامل عناوین زیر می باشد:

 

IDS Intrusion Detection System
NIDS Network-based Intrusion Detection System HIDS Host-based Intrusion Detection System AIDS Application based Intrusion Detection System PCA Principal component analysis
UDP User Datagram Protocol
FSM Finite State Machine
WEKA Wekato Environment For Knowledge Analysis MLLib Machine Learning Library
FlinkML Flink Machine-learning Library
SAMOA Scalable Advanced Massive Online Analysis HDFS Hadoop Distributed File System
RDD Resilient Distributed Datasets
GPGPU General Purposed Graphical Processing Unit DDoS Distributed Denial of Service
TPR True Positive Rate
TNR True Negative Rate
FPR False Positive Rate
FNR False Negative Rate
KDD Knowledge Discovery and Data Mining GPU General Public License ARFF Attribute Relation File Format
ROC Receiver Operating Characteristics AUC Area Under Curve
FAR False Alarm Rate

 

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