公开(公告)号：US20200162901A1

公开(公告)日：2020-05-21

申请号：US16707544

申请日：2019-12-09

Applicant: INTEL CORPORATION

Inventor： XIRUO LIU ,  SHABBIR AHMED ,  RALF GRAEFE ,  CHRISTOPHER GUTIERREZ ,  MARCIO JULIATO ,  RAFAEL ROSALES ,  MANOJ SASTRY ,  LIUYANG YANG

IPC: H04W12/02 ,  H04W12/00 ,  H04W4/40

Abstract: Various embodiments are generally directed to techniques for providing improved privacy protection against vehicle tracking for connected vehicles of a vehicular network. For example, at least one road side unit may: identify a set of vehicles that require pseudonym changes and send an invitation for a pseudonym change event to each of the vehicles, determine at least a total number of the acceptances, determine whether the total number meets or exceeds a predetermined threshold number, send acknowledgement messages to the accepting vehicles if the threshold number is met, and form a vehicle group to coordinate the pseudonym change event during a privacy period. During the privacy period, the RSU and the vehicles may communicate with each other in a confidential and private manner via key-session-based unicast transmission, and coordinate transmission power and vehicle trajectory adjustments to maximize the benefits for safety and obfuscation for privacy.

公开(公告)号：US20220393878A1

公开(公告)日：2022-12-08

申请号：US17868204

申请日：2022-07-19

Applicant: Intel Corporation

Inventor： MARCIO JULIATO ,  SHABBIR AHMED ,  CHRISTOPHER GUTIERREZ ,  XIRUO LIU ,  MANOJ SASTRY ,  LIUYANG YANG

IPC: H04L9/32 ,  H04L12/40

Abstract: Various embodiments are generally directed to providing authentication and confidentiality mechanisms for message communication over an in-vehicle network. For example, authentication data associated with a communicating node may be transmitted over the network by encoding different predefined voltage levels on top of the message bits of the message being communicated. Different voltage levels may represent different encodings, such as a bit-pair or any bit combination of the authentication data. In a further example, messaging confidentiality between at least two communicating nodes may be achieved by pseudo-randomly flipping, or scrambling, the dominant and recessive voltages of the entire message frame at the analog level based on a pseudo-random control bit sequence.

公开(公告)号：US20220272542A1

公开(公告)日：2022-08-25

申请号：US17742890

申请日：2022-05-12

Applicant: Intel Corporation

Inventor： LIUYANG YANG ,  XIRUO LIU ,  MANOJ SASTRY ,  MARCIO JULIATO ,  SHABBIR AHMED ,  CHRISTOPHER GUTIERREZ

IPC: H04W12/122 ,  G06F13/40 ,  H04W12/00

Abstract: Systems, apparatus, methods, and techniques for reporting an attack or intrusion into an in-vehicle network are provided. The attack can be broadcast to connected vehicles over a vehicle-to-vehicle network. The broadcast can include an indication of a sub-system involved in the attack and can include a request for assistance in recovering from the attack. Connected vehicles can broadcast responses over the vehicle-to-vehicle network. The responses can include indications of data related to the compromised sub-system. The vehicle can receive the responses and can use the responses to recover from the attack, such as, estimate data.

公开(公告)号：US20230179609A1

公开(公告)日：2023-06-08

申请号：US18077205

申请日：2022-12-07

Applicant: Intel Corporation

Inventor： MARCIO JULIATO ,  MANOJ SASTRY ,  MICHAEL KARA-IVANOV ,  AVIAD KIPNIS ,  SHABBIR AHMED ,  CHRISTOPHER GUTIERREZ ,  VUK LESI

IPC: H04L9/40 ,  H04L12/40 ,  H04L47/31

CPC classification number: H04L63/1416 ,  H04L12/40 ,  H04L63/1466 ,  H04L63/0236 ,  H04L63/126 ,  H04L47/31 ,  H04L2012/40215

Abstract: Techniques and screening messages based on tags in an automotive environment, such as, messages communicated via a communication bus, like the CAN bus. Messages can be tagged with either a binary or probabilistic tag indicating whether the message is fraudulent. ECUs coupled to the CAN bus can receive the messages and the message tags and can determine whether to fully consume the message based on the tag.

公开(公告)号：US20220269272A1

公开(公告)日：2022-08-25

申请号：US17742845

申请日：2022-05-12

Applicant: Intel Corporation

Inventor： MARCIO JULIATO ,  CHRISTOPHER GUTIERREZ ,  SHABBIR AHMED ,  MANOJ SASTRY ,  LIUYANG YANG ,  XIRUO LIU

IPC: G05D1/00 ,  G06N5/04 ,  G06F16/901 ,  G06K9/62

Abstract: Systems, methods, computer program products, and apparatuses for low latency, fully reconfigurable hardware logic for ensemble classification methods, such as random forests. An apparatus may comprise circuitry for an interconnect and circuitry for a random forest implemented in hardware. The random forest comprising a plurality of decision trees connected via the interconnect, each decision tree comprising a plurality of nodes connected via the interconnect. A first decision tree of the plurality of decision trees comprising a first node of the plurality of nodes to: receive a plurality of elements of feature data via the interconnect, select a first element of feature data, of the plurality of elements of feature data, based on a configuration of the first node, and generate an output based on the first element of feature data, an operation, and a reference value, the operation and reference value specified in the configuration of the first node.

公开(公告)号：US20190042738A1

公开(公告)日：2019-02-07

申请号：US16021409

申请日：2018-06-28

Applicant: Intel Corporation

Inventor： MARCIO JULIATO ,  SHABBIR AHMED ,  MANOJ SASTRY ,  LIUYANG L. YANG ,  VUK LESI ,  LI ZHAO

IPC: G06F21/55

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.