公开(公告)号：US20190303567A1

公开(公告)日：2019-10-03

申请号：US16368589

申请日：2019-03-28

Applicant: Nvidia Corporation

Inventor： Gorkem Batmaz ,  Nicola DiMiscio ,  Mark Overby ,  Ildiko Pete

IPC: G06F21/55 ,  G06F11/30 ,  G06F11/34 ,  G06N3/08 ,  G06N7/00

Abstract: The disclosure provides systems and processes for applying neural networks to detect intrusions and other anomalies in communications exchanged over a data bus between two or more devices in a network. The intrusions may be detected in data being communicated to an embedded system deployed in vehicular or robotic platforms. The disclosed system and process are well suited for incorporation into autonomous control or advanced driver assistance system (ADAS) vehicles including, without limitation, automobiles, motorcycles, boats, planes, and manned and un-manned robotic devices. Data communicated to an embedded system can be detected over any of a variety of data buses. In particular, embodiments disclosed herein are well suited for use in any data communication interface exhibiting the characteristics of a lack of authentication or following a broadcast routing scheme—including, without limitation, a control area network (CAN) bus.

公开(公告)号：US11934520B2

公开(公告)日：2024-03-19

申请号：US16368589

申请日：2019-03-28

Applicant: Nvidia Corporation

Inventor： Gorkem Batmaz ,  Nicola DiMiscio ,  Mark Overby ,  Ildiko Pete

IPC: G06N3/08 ,  G06F11/30 ,  G06F11/34 ,  G06F21/55 ,  G06F21/85 ,  G06N3/044 ,  G06N3/045 ,  G06N3/088 ,  G06N5/045 ,  G06N7/01 ,  H04L9/40 ,  H04L12/40 ,  H04L67/12

CPC classification number: G06F21/552 ,  G06F11/3027 ,  G06F11/349 ,  G06F21/554 ,  G06F21/556 ,  G06F21/85 ,  G06N3/044 ,  G06N3/045 ,  G06N3/08 ,  G06N3/088 ,  G06N5/045 ,  G06N7/01 ,  H04L12/40 ,  H04L12/40045 ,  H04L63/1416 ,  H04L63/1441 ,  G06F2221/034 ,  H04L67/12

Abstract: The disclosure provides systems and processes for applying neural networks to detect intrusions and other anomalies in communications exchanged over a data bus between two or more devices in a network. The intrusions may be detected in data being communicated to an embedded system deployed in vehicular or robotic platforms. The disclosed system and process are well suited for incorporation into autonomous control or advanced driver assistance system (ADAS) vehicles including, without limitation, automobiles, motorcycles, boats, planes, and manned and un-manned robotic devices. Data communicated to an embedded system can be detected over any of a variety of data buses. In particular, embodiments disclosed herein are well suited for use in any data communication interface exhibiting the characteristics of a lack of authentication or following a broadcast routing scheme—including, without limitation, a control area network (CAN) bus.