公开(公告)号：US20240267390A1

公开(公告)日：2024-08-08

申请号：US18105580

申请日：2023-02-03

Applicant: INTEL CORPORATION

Inventor： Marcio Juliato ,  Javier Perez-Ramirez ,  Manoj Sastry ,  Dave Cavalcanti ,  Christopher Gutierrez ,  Vuk Lesi ,  Shabbir Ahmed

IPC: H04L9/40

CPC classification number: H04L63/1416 ,  H04L63/0876

Abstract: Techniques include a method, apparatus, system and computer-readable medium to detect, quantify and localize attacks to enhance security for time-synchronized networking. Embodiments include a diagnostic stream producer to produce diagnostic information providing evidence of a timing attack on a node of a time-synchronized network. Embodiments include a diagnostic stream consumer to consume diagnostic information, analyze the diagnostic information, and determine whether a node is under a timing attack. Other embodiments are described and claimed.

公开(公告)号：US12055655B2

公开(公告)日：2024-08-06

申请号：US17357892

申请日：2021-06-24

Applicant: Intel Corporation

Inventor： Qian Wang ,  Shabbir Ahmed ,  Christopher Gutierrez ,  Wen-Ling Huang ,  Marcio Juliato ,  Saiveena Kesaraju ,  Vuk Lesi ,  Manoj Sastry ,  Ivan Simoes Gaspar

IPC: G01S7/28 ,  G01S7/02 ,  G01S7/292 ,  G01S7/35 ,  G01S13/931

CPC classification number: G01S7/2813 ,  G01S7/023 ,  G01S7/2922 ,  G01S7/354 ,  G01S13/931

Abstract: Systems, apparatuses, and methods to response to distinguish a ghost target from an actual target based on radar signals is provided. In particular, the disclosure provides an intrusion detection system adapted to receive radar signals and distinguish a potential ghost target from a legitimate target based on a signal to noise ratio of the radar signals and a range to the ghost target and the legitimate target.

公开(公告)号：US20240223603A1

公开(公告)日：2024-07-04

申请号：US18090410

申请日：2022-12-28

Applicant: Intel Corporation

Inventor： Vuk Lesi ,  Christopher Gutierrez ,  Shabbir Ahmed ,  Marcio Juliato ,  Manoj Sastry

IPC: H04L9/40 ,  G06F1/12

CPC classification number: H04L63/1466 ,  G06F1/12

Abstract: Techniques include receiving a message with time information from a clock leader by a clock follower in a time-synchronized network (TSN), the time information to synchronize a clock to a network time for the TSN, retrieving an actual time offset value for the message, the actual time offset value to comprise a value between an actual sending time and an actual receiving time of the message, retrieving an estimated time offset value for the message, the estimated time offset value to comprise a value between an estimated sending time and an estimated receiving time of the message, the estimated time offset value generated using a physics-aware model of the TSN and a clock adjustment value for the clock based on the time information, and determining whether the time information for the message was modified to cause the clock to desynchronize based on difference information. Other embodiments are described and claimed.

公开(公告)号：US12000957B2

公开(公告)日：2024-06-04

申请号：US17357291

申请日：2021-06-24

Applicant: Intel Corporation

Inventor： Vuk Lesi ,  Shabbir Ahmed ,  Christopher Gutierrez ,  Wen-Ling Huang ,  Marcio Juliato ,  Saiveena Kesaraju ,  Manoj Sastry ,  Ivan Simoes Gaspar ,  Qian Wang

IPC: G01S7/41 ,  G01S13/56 ,  G01S13/931

CPC classification number: G01S7/415 ,  G01S13/56 ,  G01S13/931 ,  G01S2013/9321

Abstract: Systems, apparatuses, and methods to response to distinguish a ghost target from an actual target based on radar signals and ranges determined from the radar signals. In particular, the disclosure provides an intrusion detection system receiving ranges and velocities for targets detected based on radar signals, determining a potential ghost target from the received velocities and confirming the potential ghost target based on estimated ranges and perturbations of the vehicle speed.

公开(公告)号：US11904872B2

公开(公告)日：2024-02-20

申请号：US17858676

申请日：2022-07-06

Applicant: Intel Corporation

Inventor： Xiruo Liu ,  Liuyang Yang ,  Manoj Sastry ,  Marcio Juliato ,  Shabbir Ahmed ,  Christopher Gutierrez

IPC: B60W50/00 ,  B60W30/14 ,  B60W30/12 ,  H04W4/40 ,  B60W30/09

CPC classification number: B60W50/0098 ,  B60W30/09 ,  B60W30/12 ,  B60W30/14 ,  H04W4/40 ,  B60W2050/009 ,  B60W2050/0075 ,  B60W2556/45

Abstract: Systems, apparatus, methods, and techniques for an ego vehicle to respond to detecting misbehaving information from remote vehicles are provided. An ego vehicle, in addition to reporting misbehaving vehicles to a misbehavior authority via a vehicle-to-anything communication network, can, take additional actions based in part on how confident the ego vehicle is about the evidence of misbehavior. Where the confidence is high the ego vehicle can simply discard the misbehaving data and provide an alternative estimate for such data from alternative sources. Where the confidence is not high the ego vehicle can request assistance from neighboring vehicles and roadside units to provide independent estimates of the data to increase confidence in the evidence of misbehavior.

公开(公告)号：US11902297B2

公开(公告)日：2024-02-13

申请号：US17214444

申请日：2021-03-26

Applicant: Intel Corporation

Inventor： Christopher Gutierrez ,  Shabbir Ahmed ,  Marcio Juliato ,  Vuk Lesi ,  Manoj Sastry ,  Qian Wang

IPC: H04L29/06 ,  H04L9/40 ,  H04L67/12 ,  H04L12/40 ,  B60R16/023 ,  H04L1/08 ,  G06N20/00

CPC classification number: H04L63/1408 ,  B60R16/0231 ,  H04L1/08 ,  H04L12/40143 ,  H04L67/12 ,  G06N20/00 ,  H04L2012/40273

Abstract: Systems, apparatuses, and methods to establish a mapping between message identifications for messages transmitted on a communication bus and electronic control units transmitting the messages is provided. In particular, retransmission of a low priority message onto the bus is forced such that the retransmitted low priority message overlaps with a higher priority message to determine whether the messages originated from the same ECU.

公开(公告)号：US11875235B2

公开(公告)日：2024-01-16

申请号：US17024232

申请日：2020-09-17

Applicant: Intel Corporation

Inventor： Shabbir Ahmed ,  Christopher Gutierrez ,  Marcio Juliato ,  Qian Wang ,  Vuk Lesi ,  Manoj Sastry

IPC: G06N20/00 ,  G06F21/55 ,  G06N5/04

CPC classification number: G06N20/00 ,  G06F21/554 ,  G06N5/04 ,  G06F2221/034

Abstract: Systems, apparatuses, and methods to establish ground truth for an intrusion detection system using machine learning models to identify an electronic control unit transmitting a message on a communication bus, such as an in-vehicle network bus, are provided. Voltage signatures for overlapping message identification (MID) numbers are collapsed and trained on a single ECU label.

公开(公告)号：US11863569B2

公开(公告)日：2024-01-02

申请号：US17529020

申请日：2021-11-17

Applicant: Intel Corporation

Inventor： Marcio Rogerio Juliato ,  Shabbir Ahmed ,  Santosh Ghosh ,  Christopher Gutierrez ,  Manoj R. Sastry

IPC: H04L29/06 ,  H04L12/40 ,  H04L9/40

CPC classification number: H04L63/1416 ,  H04L12/40 ,  H04L12/40136 ,  H04L63/1466 ,  H04L2012/40215

Abstract: Various systems and methods for bus-off attack detection are described herein. An electronic device for bus-off attack detection and prevention includes bus-off prevention circuitry coupled to a protected node on a bus, the bus-off prevention circuitry to: detect a transmitted message from the protected node to the bus; detect a bit mismatch of the transmitted message on the bus; suspend further transmissions from the protected node while the bus is analyzed; determine whether the bit mismatch represents a bus fault or an active attack against the protected node; and signal the protected node indicating whether a fault has occurred.

公开(公告)号：US20230342450A1

公开(公告)日：2023-10-26

申请号：US18215924

申请日：2023-06-29

Applicant: Intel Corporation

Inventor： Eduardo Alban ,  Shabbir Ahmed ,  Marcio Juliato ,  Christopher Gutierrez ,  Qian Wang ,  Vuk Lesi ,  Manoj Sastry

IPC: G06F21/44 ,  G06F21/85 ,  H04L12/40 ,  G06F13/20

CPC classification number: G06F21/44 ,  G06F21/85 ,  H04L12/40 ,  G06F13/20 ,  H04L2012/40273 ,  H04L2012/40215

Abstract: Systems, apparatuses, and methods to identify an electronic control unit transmitting a message on a communication bus, such as an in-vehicle network bus, are provided. ECUs transmit messages by manipulating voltage on conductive lines of the bus. Observation circuitry can observe voltage signals associated with the transmission at a point on the in-vehicle network bus. A distribution can be generated from densities of the voltage signals. ECUs can be identified and/or fingerprinted based on the distributions.

公开(公告)号：US11799883B2

公开(公告)日：2023-10-24

申请号：US17828655

申请日：2022-05-31

Applicant: Intel Corporation

Inventor： Marcio Juliato ,  Vuk Lesi ,  Shabbir Ahmed ,  Christopher Gutierrez ,  Manoj Sastry ,  Liuyang Yang ,  Xiruo Liu

IPC: H04L9/40 ,  G05B19/042 ,  G05D1/00

CPC classification number: H04L63/1416 ,  G05B19/042 ,  G05D1/0088 ,  G05B2219/25257 ,  G05B2219/2637

Abstract: Systems, methods, computer-readable storage media, and apparatuses to provide active attack detection in autonomous vehicle networks. An apparatus may comprise a network interface and processing circuitry arranged to receive a first data frame from a first electronic control unit (ECU) via the network interface, determine a voltage fingerprint of the first data frame, compare the voltage fingerprint to a voltage feature of the first ECU, determine that the first data frame is an authentic message when the voltage fingerprint does match the voltage feature of the first ECU, and determine that the first data frame is a malicious message when the voltage fingerprint does not match the voltage feature of the first ECU. Other embodiments are described and claimed.