公开(公告)号：US10771487B2

公开(公告)日：2020-09-08

申请号：US15839766

申请日：2017-12-12

申请人： Gryphon Online Safety, Inc.

发明人： Arindam Das ,  Arup Bhattacharya ,  John J. Wu

IPC分类号： H04L29/06 ,  G06N3/08 ,  H04W12/12 ,  H04W4/70 ,  H04W12/08

摘要： Various embodiments provide an approach to detect intrusion of connected IoT devices. In operation, features associated with behavioral attributes as well as volumetric attributes of network data patterns of different IoT devices is analyzed by means of statistical analysis to determine deviation from normal operation data traffic patterns to detect anomalous operations and possible intrusions. Data from multiple networks and devices is combined in the cloud to provide for improved base models for statistical analysis.

公开(公告)号：US20200329065A1

公开(公告)日：2020-10-15

申请号：US16914709

申请日：2020-06-29

申请人： Gryphon Online Safety, Inc.

发明人： Arindam Das ,  Arup Bhattacharya ,  John J. Wu

IPC分类号： H04L29/06 ,  G06N3/08 ,  H04W12/12 ,  H04W4/70

摘要： Various embodiments provide an approach to detect intrusion of connected IoT devices. In operation, features associated with behavioral attributes as well as volumetric attributes of network data patterns of different IoT devices is analyzed by means of statistical analysis to determine deviation from normal operation data traffic patterns to detect anomalous operations and possible intrusions. Data from multiple networks and devices is combined in the cloud to provide for improved base models for statistical analysis.