DYNAMIC PHYSICAL WATERMARKING FOR ATTACK DETECTION IN CYBER-PHYSICAL SYSTEMS

    公开(公告)号:US20220086176A1

    公开(公告)日:2022-03-17

    申请号:US17470311

    申请日:2021-09-09

    IPC分类号: H04L29/06

    摘要: A cyber-physical system may have a plurality of system nodes including a plurality of monitoring nodes each generating a series of current monitoring node values over time that represent current operation of the cyber-physical system. According to some embodiments, a watermarking computer platform may randomly inject a watermarking signal into an injection subset of the system nodes. The watermarking computer platform may then receive current monitoring node values over time and generate a current watermarking feature vector based on the current monitoring node values. The watermarking computer platform might comprise a dedicated watermarking abnormality detection platform or a unified abnormality detection platform (e.g., that also uses data-drive feature vectors). The injection subset may be associated with a randomly selected subset of the system nodes and/or magnitudes of watermarking signals that are randomly selected.

    Dynamic physical watermarking for attack detection in cyber-physical systems

    公开(公告)号:US11658988B2

    公开(公告)日:2023-05-23

    申请号:US17470311

    申请日:2021-09-09

    IPC分类号: H04L9/40 H04L43/04

    摘要: A cyber-physical system may have a plurality of system nodes including a plurality of monitoring nodes each generating a series of current monitoring node values over time that represent current operation of the cyber-physical system. According to some embodiments, a watermarking computer platform may randomly inject a watermarking signal into an injection subset of the system nodes. The watermarking computer platform may then receive current monitoring node values over time and generate a current watermarking feature vector based on the current monitoring node values. The watermarking computer platform might comprise a dedicated watermarking abnormality detection platform or a unified abnormality detection platform (e.g., that also uses data-drive feature vectors). The injection subset may be associated with a randomly selected subset of the system nodes and/or magnitudes of watermarking signals that are randomly selected.

    Industrial asset cyber-attack detection algorithm verification using secure, distributed ledger

    公开(公告)号:US11627151B2

    公开(公告)日:2023-04-11

    申请号:US16176293

    申请日:2018-10-31

    IPC分类号: H04L9/32 H04L9/40 H04L9/00

    摘要: A verification platform may include a data connection to receive a stream of industrial asset cyber-attack detection algorithm data, including a subset of the industrial asset cyber-attack detection algorithm data. The verification platform may store the subset into a data store (the subset of industrial asset cyber-attack detection algorithm data being marked as invalid) and record a hash value associated with a compressed representation of the subset of industrial asset cyber-attack detection algorithm data combined with metadata in a secure, distributed ledger. The verification platform may then receive a transaction identifier from the secure, distributed ledger and mark the subset of industrial asset cyber-attack detection algorithm data in the data store as being valid after using the transaction identifier to verify that the recorded hash value matches a hash value of an independently created version of the compressed representation of the subset of industrial asset cyber-attack detection algorithm data combined with metadata.

    Gas turbine dispatch optimizer real-time command and operations

    公开(公告)号:US10452041B2

    公开(公告)日:2019-10-22

    申请号:US15476124

    申请日:2017-03-31

    IPC分类号: G05B19/042 F02C9/28

    摘要: A dispatch optimization system leverages ambient and market forecast data as well as asset performance and parts-life models to generate recommended operating schedules for gas turbines or other power-generating plant assets that substantially maximize profit while satisfying parts-life constraints. The system generates operating profiles that balance optimal peak fire opportunities with optimal cold part-load opportunities within a maintenance interval or other operating horizon. During real-time operation of the assets, the optimization system can update the operating schedule based on actual market, ambient, and operating data. The system provides information that can assist operators in determining suitable conditions in which to cold part-load or peak-fire the assets in an optimally profitable manner without violating target life constraints.

    Dynamic physical watermarking for attack detection in cyber-physical systems

    公开(公告)号:US11159540B2

    公开(公告)日:2021-10-26

    申请号:US16144136

    申请日:2018-09-27

    IPC分类号: H04L29/06 H04L12/26

    摘要: A cyber-physical system may have a plurality of system nodes including a plurality of monitoring nodes each generating a series of current monitoring node values over time that represent current operation of the cyber-physical system. According to some embodiments, a watermarking computer platform may randomly inject a watermarking signal into an injection subset of the system nodes. The watermarking computer platform may then receive current monitoring node values over time and generate a current watermarking feature vector based on the current monitoring node values. The watermarking computer platform might comprise a dedicated watermarking abnormality detection platform or a unified abnormality detection platform (e.g., that also uses data-drive feature vectors). The injection subset may be associated with a randomly selected subset of the system nodes and/or magnitudes of watermarking signals that are randomly selected.