Adaptive Controller Area Network Intrusion Detection System Considering Temperature Variation
- Title
- Adaptive Controller Area Network Intrusion Detection System Considering Temperature Variation
- Author(s)
- Woojin Jeong
- DGIST Authors
- Woojin Jeong ; Ji-Woong Choi ; Jeongho Gwak
- Advisor
- 최지웅
- Co-Advisor(s)
- Jeongho Gwak
- Issued Date
- 2022
- Awarded Date
- 2022/02
- Type
- Thesis
- Description
- Controller area network (CAN), Intrusion detection system (IDS), Transmitter identification, Temperature, Physical layer security, 침임 탐지 시스템, 송신기 식별, 차량의 작동온도, 물리계층 보안
- Table Of Contents
-
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
- URI
-
http://dgist.dcollection.net/common/orgView/200000595825
http://hdl.handle.net/20.500.11750/16253
- Degree
- Master
- Department
- Information and Communication Engineering
- Publisher
- DGIST
- Related Researcher
-
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Choi, Ji-Woong
- Research Interests Communication System; Signal Processing; Communication Circuit Design; 생체 신호 통신 및 신호 처리; 뇌-기계 인터페이스(BMI); 차세대 교차계층 통신 및 신호 처리; 5G 모바일 통신
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- Files in This Item:
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- Appears in Collections:
- ETC ETC
- Department of Electrical Engineering and Computer Science Theses Master
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