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Full-Text Articles in Engineering
Data Analytics For Stochastic Control And Prognostics In Cyber-Physical Systems, Shanshan Bi
Data Analytics For Stochastic Control And Prognostics In Cyber-Physical Systems, Shanshan Bi
Doctoral Dissertations
"In this dissertation, several novel cyber fault diagnosis and prognosis and defense methodologies for cyber-physical systems have been proposed. First, a novel routing scheme for wireless mesh network is proposed. An effective capacity estimation for P2P and E2E path is designed to guarantee the vital transmission safety. This scheme can ensure a high quality of service (QoS) under imperfect network condition, even cyber attacks. Then, the imperfection, uncertainties, and dynamics in the cyberspace are considered both in system model and controller design. A PDF identifier is proposed to capture the time-varying delays and its distribution. With the modification of traditional …
Intrusion Detection System Of Industrial Control Networks Using Network Telemetry, Stanislav Ponomarev
Intrusion Detection System Of Industrial Control Networks Using Network Telemetry, Stanislav Ponomarev
Doctoral Dissertations
Industrial Control Systems (ICSs) are designed, implemented, and deployed in most major spheres of production, business, and entertainment. ICSs are commonly split into two subsystems - Programmable Logic Controllers (PLCs) and Supervisory Control And Data Acquisition (SCADA) systems - to achieve high safety, allow engineers to observe states of an ICS, and perform various configuration updates. Before wide adoption of the Internet, ICSs used "air-gap" security measures, where the ICS network was isolated from other networks, including the Internet, by a physical disconnect [1]. This level of security allowed ICS protocol designers to concentrate on the availability and safety of …