'Anomaly score' diaporamas de présentation

Learning Rules and Clusters for Network Anomaly Detection

Learning Rules and Clusters for Network Anomaly Detection. Philip Chan, Matt Mahoney, Muhammad Arshad Florida Institute of Technology. Outline. Related work in anomaly detection Rule Learning algorithm: LERAD Cluster learning algorithm: CLAD Summary and ongoing work.

602 views • 40 slides

Path-State Modeling for Time Series Anomaly Detection

Path-State Modeling for Time Series Anomaly Detection. Matt Mahoney. Outline. Review of time series anomaly detection Gecko Compression Path modeling Piecewise linear approximation of path Fast testing using state Experimental results on NASA valve data.

515 views • 33 slides

Outlier Discovery/Anomaly Detection

Outlier Discovery/Anomaly Detection. Anomaly/Outlier Detection. What are anomalies/outliers? The set of data points that are considerably different than the remainder of the data Variants of Anomaly/Outlier Detection Problems

870 views • 19 slides

Report on statistical Intrusion Detection systems

Report on statistical Intrusion Detection systems. By Ganesh Godavari. Outline of the talk. Intrusion Detection Motivation Approaches for intrusion detection. Intrusion Detection & Data Fusion. Intrusion Detection System

498 views • 16 slides

Detection of Anomalous Taxi Trajectories from GPS Traces

153 views • 15 slides

Traffic Classification through Simple Statistical Fingerprinting

Traffic Classification through Simple Statistical Fingerprinting. M. Crotti, M. Dusi, F. Gringoli, L. Salgarelli ACM SIGCOMM Computer Communication Review, 2007 Networking Journal Club 9th July 2010. Outline. Introduction (Related Work) Protocol Fingerprints Classification Algorithm

276 views • 11 slides