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Method, data processing device and computer network for anomaly detection

机译:异常检测方法,数据处理装置和计算机网络

摘要

In order to show a new and improved way for detecting anomalous behavior within a computer network, wherein in particular the rate of false positive detections is reduced, the invention proposes a method for detecting an anomalous operation within a computer network (10) with multiple data processing nodes (101-103, 201, 202, 210) which for the purpose of data communication are interconnected, wherein by a first data processing node (101; 102; 103) of the computer network (10) a first status value is determined, which is a measure for the probability of an anomalous operation, by at least one second data processing node (102, 103; 101, 103; 101, 102) of the computer network (10) a second status value is determined, which is a measure for the probability of an anomalous operation, said second status value is transmitted from the at least one second data processing node (102, 103;, 101, 103; 101, 102) to the first data processing node (101; 102; 103) via a peer-to-peer communication, from said first and second status values a third status value is determined by the first data processing node (101; 102; 103), and in dependence of the third status value it is determined whether an anomalous operation has occurred.;The invention further proposes a data processing device and a computer network adapted to perform the method.
机译:为了示出用于检测计算机网络内的异常行为的新的和改进的方式,其中特别是降低了误报率,本发明提出了一种用于利用多个数据检测计算机网络(10)内的异常操作的方法。为了数据通信目的而互连的处理节点(101-103、201、202、210),其中通过计算机网络(10)的第一数据处理节点(101; 102; 103)确定第一状态值通过计算机网络(10)的至少一个第二数据处理节点(102、103; 101、103; 101、102)确定第二状态值,该第二状态值是对异常操作的可能性的度量,该第二状态值是作为异常操作概率的度量,所述第二状态值从至少一个第二数据处理节点(102、103; 101、103; 101、102)传输到第一数据处理节点(101; 102; 102)。 103)通过对等通信来回在所述第一状态值和第二状态值中,第一数据处理节点确定第三状态值(101; 102; 103),并根据第三状态值确定是否发生了异常操作。本发明还提出了一种适于执行该方法的数据处理设备和计算机网络。

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