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dc.contributor.advisor 최지웅 -
dc.contributor.author Woojin Jeong -
dc.date.accessioned 2022-03-07T16:00:00Z -
dc.date.available 2022-03-07T16:00:00Z -
dc.date.issued 2022 -
dc.identifier.uri http://dgist.dcollection.net/common/orgView/200000595825 en_US
dc.identifier.uri http://hdl.handle.net/20.500.11750/16253 -
dc.description Controller area network (CAN), Intrusion detection system (IDS), Transmitter identification, Temperature, Physical layer security, 침임 탐지 시스템, 송신기 식별, 차량의 작동온도, 물리계층 보안 -
dc.description.statementofresponsibility N -
dc.description.tableofcontents I. Introduction 1
II. Background 6
2.1 Controller Area Network (CAN) 6
2.2 Support Vector Machine (SVM) 8
2.3 Convolutional Neural Network (CNN) 9
III. Proposed Adaptive Controller Area Network Intrusion Detection System (IDS) 11
3.1 CNN-based Intrusion Detection System 14
3.2 Autocorrelation-based Intrusion Detection System 18
IV. Performance Evaluation of Proposed System 23
4.1 CNN-based Intrusion Detection System 23
4.2 Autocorrelation-based Intrusion Detection System 31
V. Conclusion 38
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dc.format.extent 43 -
dc.language eng -
dc.publisher DGIST -
dc.subject Controller area network (CAN), Intrusion detection system (IDS), Transmitter identification, Temperature, Physical layer security, 침임 탐지 시스템, 송신기 식별, 차량의 작동온도, 물리계층 보안 -
dc.title Adaptive Controller Area Network Intrusion Detection System Considering Temperature Variation -
dc.type Thesis -
dc.identifier.doi 10.22677/thesis.200000595825 -
dc.description.degree Master -
dc.contributor.department Information and Communication Engineering -
dc.contributor.coadvisor Jeongho Gwak -
dc.date.awarded 2022/02 -
dc.publisher.location Daegu -
dc.description.database dCollection -
dc.citation XT.IM 정66 202202 -
dc.date.accepted 1/21/22 -
dc.contributor.alternativeDepartment 정보통신융합전공 -
dc.embargo.liftdate 20230228 -
dc.contributor.affiliatedAuthor Woojin Jeong -
dc.contributor.affiliatedAuthor Ji-Woong Choi -
dc.contributor.affiliatedAuthor Jeongho Gwak -
dc.contributor.alternativeName 정우진 -
dc.contributor.alternativeName Ji-Woong Choi -
dc.contributor.alternativeName 곽정호 -
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Department of Electrical Engineering and Computer Science Theses Master

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