公开(公告)号：US20190158521A1

公开(公告)日：2019-05-23

申请号：US16235812

申请日：2018-12-28

Applicant: Intel Corporation

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

IPC: H04L29/06 ,  B60R16/023 ,  H04L29/08

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed for anomaly detection and recovery. An apparatus to isolate a first controller in an autonomous vehicle includes a first controller to control a reference signal of the autonomous vehicle via a communication bus, a second controller to control the reference signal of the autonomous vehicle when the first controller is compromised, and a message neutralizer to neutralize messages transmitted by the first controller when the first controller is compromised, the neutralized messages to cause the first controller to become isolated from the communication bus.

公开(公告)号：US20190039612A1

公开(公告)日：2019-02-07

申请号：US16145285

申请日：2018-09-28

Applicant: Intel Corporation

Inventor： Liuyang Lily Yang ,  Manoj R. Sastry ,  Xiruo Liu ,  Moreno Ambrosin ,  Shabbir Ahmed ,  Marcio Juliato ,  Christopher N. Gutierrez

IPC: B60W30/095 ,  B60W40/02 ,  G01S5/00

Abstract: In an automated method for providing driving assistance, an electronic control unit (ECU) of a first driving assistance system of a first vehicle receives local object information from at least one sensing component of the first driving assistance system. The first driving assistance system automatically detects external objects outside of the first vehicle, based on the local object information received from the at least one sensing component. The first driving assistance system also receives a reported object list (ROL) from a second vehicle, wherein the ROL describes objects detected by a second driving assistance system in the second vehicle. The first driving assistance system also affects operation of the first vehicle, based on (a) the external objects detected by the first vehicle and (b) the ROL from the second vehicle. Other embodiments are described and claimed.

公开(公告)号：US20250106207A1

公开(公告)日：2025-03-27

申请号：US18373160

申请日：2023-09-26

Applicant: Intel Corporation

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

IPC: H04L9/40

Abstract: Techniques to perform time recovery from attacks on delayed authentication in a time synchronized network are described. One embodiment comprises a method for decoding time information and a message authentication code (MAC) from a time message, the time information to synchronize a local clock for a device to a network time of a time synchronized network (TSN), and the MAC to authenticate the time message, determining whether the time message is authentic using the MAC, discarding the time information when the time message is not authentic, performing a bounded search to identify authentic time information using the MAC, and passing the authentic time information to a clock manager to synchronize the local clock to the network time of the TSN when the authentic time information is identified. Other embodiments are described and claimed.

公开(公告)号：US20250080549A1

公开(公告)日：2025-03-06

申请号：US18240822

申请日：2023-08-31

Applicant: Intel Corporation

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

IPC: H04L9/40 ,  G06F1/04

Abstract: Techniques for an attack-aware digital twin in a time sensitive network are described. A method includes receiving time information for a network by an attack-aware digital twin (AADT), the AADT to simulate operations of a clock manager for a node in the network based on models of the clock manager, generating model clock control information to adjust a clock to a network time for the network, the model clock control information to contain a malicious time sample introduced by a time desynchronization attack in the network, and removing the malicious time sample from the model clock control information to adjust the clock to the network time for the network. Other embodiments are described and claimed.

公开(公告)号：US20250007802A1

公开(公告)日：2025-01-02

申请号：US18215936

申请日：2023-06-29

Applicant: Intel Corporation

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

IPC: H04L43/0817 ,  H04L9/40 ,  H04L43/067

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：US12184668B2

公开(公告)日：2024-12-31

申请号：US17356033

申请日：2021-06-23

Applicant: Intel Corporation

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

IPC: H04L29/06 ,  H04L9/40 ,  H04L12/40 ,  H04L12/66

Abstract: Systems, apparatuses, and methods to identify bus-off and masquerade attacks against electronic control units (ECUs) transmitting on a communication bus from behind a gateway coupled to the communication bus are described. The disclosure further describes systems, apparatuses, and methods to mitigate against bus-off attacks made against an ECU coupled to a communication bus through a gateway. Other embodiments are described and claimed.

公开(公告)号：US12164627B2

公开(公告)日：2024-12-10

申请号：US17484689

申请日：2021-09-24

Applicant: Intel Corporation

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

IPC: G06F21/55 ,  G06N5/022

Abstract: Systems, apparatuses, and methods to establish ground truth for an intrusion detection system in the presence of an attacker electronic control unit transmitting masqueraded messages on a communication bus, such as an in-vehicle network bus, are provided.

公开(公告)号：US12141274B2

公开(公告)日：2024-11-12

申请号：US17834446

申请日：2022-06-07

Applicant: Intel Corporation

Inventor： Marcio Juliato ,  Shabbir Ahmed ,  Manoj Sastry ,  Liuyang L. Yang ,  Vuk Lesi ,  Li Zhao

IPC: H04L9/40 ,  G06F21/55 ,  H04W4/38 ,  H04W4/48 ,  H04W12/122

Abstract: Methods and apparatus relating to a physics-based approach for attack detection and/or localization in closed-loop controls for autonomous vehicles are described. In an embodiment, multiple state estimators are used to compute a set of residuals to detect, classify, and/or localize attacks. This allows for determination of an attacker's location and the kind of attack being perpetrated. Other embodiments are also disclosed and claimed.

公开(公告)号：US12120212B2

公开(公告)日：2024-10-15

申请号：US17706939

申请日：2022-03-29

Applicant: Intel Corporation

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

IPC: H04L7/00 ,  H04J3/06

CPC classification number: H04L7/0016 ,  H04J3/06 ,  H04J3/0673

Abstract: Time recovery techniques are described. A method comprises receiving messages from the first device by the second device in the first network domain, the messages to comprise time information to synchronize a first clock for the first device and a second clock for the second device to a network time, determining the second clock is to recover the network time for the second device without new messages from the first device, retrieving a first set of timestamps previously stored for events in the first network domain using the network time from the second clock, retrieving a second set of timestamps previously stored for the events in the first network domain using a redundant time from a third clock, where the third clock is not synchronized with the first and second clocks, and recovering the network time using a regression model and the redundant time from the third clock.

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.