PPT-Early Warning and Real Time Anomaly Detection System

2015 Blueocean Market Intelligence 1 Implemented real time anomaly detection system for a leading PC manufacturer globally12 2015 Blueocean Market Intelligence 2 Client Leading PC Manufacturer in the US. Introduction and Use Cases. Derick . Winkworth. , Ed Henry and David Meyer. Agenda. Introduction and a Bit of History. So What Are Anomalies?. Anomaly Detection Schemes. Use Cases. Current Events. Q&A. By Zhangzhou. Introduction&Background. Time-Series Data. Conception & Examples & Features. Time-Series Model. Static model. Y. t. = β. 0. + β. z. t. + . μ. t. Finite Distributed Lag . Chris . Boulton. 25. th. April 2013. C.A.Boulton@exeter.ac.uk. @cboulton_89. cboulton89.wordpress.com . Tipping Points. A bifurcation in the system where a stable equilibrium becomes unstable.. Consequently the system moves to a new stable state or regime.. Problem motivation. Machine Learning. Anomaly detection example. Aircraft engine features:. . = heat generated. = vibration intensity. …. (vibration). (heat). Dataset:. New engine:. Density estimation. Anomaly-based . Network Intrusion . Detection (A-NIDS). by Nitish Bahadur, Gulsher Kooner, . Caitlin Kuhlman. 1. PALANTIR CYBER An End-to-End Cyber Intelligence Platform for Analysis & Knowledge Management [Online]. Available: . &. Intrusion . Detection Systems. 1. Intruders. Three classes of intruders:. Examples of Intrusion. Performing a remote root compromise of an e-mail server. Defacing a Web server. Guessing and cracking passwords. Alan Hastings. Dept. of Environmental Science and Policy. UC Davis. Acknowledge: US NSF. Collaborators: Carl Boettiger. , . Derin. . Wysham. , Julie Blackwood, Pete . Mumby. Outline. An example that indicates what can be done, and why we might want to do it:. Yasin. Yilmaz, . Mahsa. Mozaffari. Secure and Intelligent Systems Lab. sis.eng.usf.edu. Department of Electrical Engineering. University of South Florida, Tampa, FL. S. u. leyman. . Uluda. g. Department of . Team Member : Zhen Hu, . Hanqing Duan. Mentor: Dr. Russell Taylor, Dr. Deepa . Galaiya. Seminar Presentation. Project Summary. Goal: . Accurate Measurement of Neck Flexion Angle during Thyroid and Ear Surgery by using IMUs. Shilin . He. ,. . Jieming. Zhu, . Pinjia. . He,. and Michael R. . Lyu. Department of Computer Science and Engineering, . The Chinese University of Hong Kong, Hong Kong. 2016/10/26. Background & Motivation. 14. . World-Leading Research with Real-World Impact!. CS 5323. Outline. Anomaly detection. Facts and figures. Application. Challenges. Classification. Anomaly in Wireless.  . 2. Recent News. Hacking of Government Computers Exposed 21.5 Million People. . Early. . Warning. can Be . Issued. Gaetano . Festa. , Aldo Zollo, Simona Colombelli, . Matteo Picozzi, Alessandro Caruso. Dipartimento di Fisica; Università di Napoli Federico II. Summary. Earthquake. Hierarchical Temporal Memory (and LSTM). Jaime Coello de Portugal. Many thanks to . Jochem. . Snuverink. Motivation. Global outlier. Level change. Pattern deviation. Pattern change. Plots from: Ted . Institute of High Energy Physics, CAS. Wang Lu (Lu.Wang@ihep.ac.cn). Agenda. Introduction. Challenges and requirements of anomaly detection in large scale storage systems . Definition and category of anomaly.