首页> 外国专利> SYSTEM FOR ANOMALY DETECTION AND REMEDIATION BASED ON DYNAMIC DIRECTED GRAPH NETWORK FLOW ANALYSIS

SYSTEM FOR ANOMALY DETECTION AND REMEDIATION BASED ON DYNAMIC DIRECTED GRAPH NETWORK FLOW ANALYSIS

机译:基于动态图网络流分析的异常检测与修复系统

摘要

Embodiments of the present invention provide a system for anomaly detection and remediation based on dynamic directed and undirected graph network flow analysis. Information for multiple accounts is extracted to generate a plurality of dynamic directed and undirected graphs made up of multiple nodes and edges. The nodes represent at least one of the multiple accounts, and each edge represents at least an association or transfer between two nodes. A custom entropy and divergence value is determined for each pair of nodes linked by an edge, as compared to similar or related nodes and edges. A nodal set of a first node and multiple additional nodes linked to the first node by an edge is identified as having a custom entropy and divergence value associated with anomalous directional flow. In response, a remediation action is executed with respect to one or more accounts associated with the nodal set.
机译:本发明的实施例提供了一种基于动态有向和无向图网络流分析的异常检测和修复系统。提取用于多个帐户的信息以生成由多个节点和边组成的多个动态有向图和无向图。节点表示多个帐户中的至少一个,并且每个边缘至少表示两个节点之间的关联或转移。与由相似或相关的节点和边缘相比,为由边缘链接的每对节点确定一个自定义的熵和散度值。第一节点的节点集和通过边缘链接到第一节点的多个附加节点被标识为具有与异常方向流相关联的自定义熵和散度值。作为响应,针对与该节点集相关联的一个或多个帐户执行补救动作。

著录项

  • 公开/公告号US2020167786A1

    专利类型

  • 公开/公告日2020-05-28

    原文格式PDF

  • 申请/专利权人 BANK OF AMERICA CORPORATION;

    申请/专利号US201816200065

  • 发明设计人 EREN KURSUN;

    申请日2018-11-26

  • 分类号G06Q20/40;G06F16/901;H04L29/08;

  • 国家 US

  • 入库时间 2022-08-21 11:21:22

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