论文信息 - Design and implementation of an anomaly detection system for the Virginia State Police

Design and implementation of an anomaly detection system for the Virginia State Police

The VSP and the Federal Bureau of Investigation (FBI) use crime reports to make decisions regarding resource allocation. To the extent the data in these reports are flawed, bad decisions will be made. Furthermore, VSP crime analysts currently spend more time than they would like locating and amending data entry errors identified by the FBI. This reduces the time those analysts can spend on more mature analyses of criminal behavior.

[1] R. Boba. Crime analysis and crime mapping , 2005 .

[2] D.E. Brown,et al. Design and Implementation of an Automated Anomaly Detection System for Crime , 2007, 2007 IEEE Systems and Information Engineering Design Symposium.

[3] Dong Xiang,et al. Information-theoretic measures for anomaly detection , 2001, Proceedings 2001 IEEE Symposium on Security and Privacy. S&P 2001.

[4] Sudheendra Hangal,et al. Tracking down software bugs using automatic anomaly detection , 2002, ICSE '02.

[5] G. B. Wetherill,et al. Quality Control and Industrial Statistics , 1975 .

[6] Jaideep Srivastava,et al. A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection , 2003, SDM.