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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 은용순 | - |
| dc.contributor.author | Jihyun Min | - |
| dc.date.accessioned | 2025-01-21T01:34:52Z | - |
| dc.date.available | 2025-01-21T01:34:52Z | - |
| dc.date.issued | 2024 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/57634 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000804902 | - |
| dc.description | Data falsification attack detection, Cooperative Intelligent Transportation System | - |
| dc.description.tableofcontents | 1 Introduction 1 1.1 Motivation 1 1.2 Related Work 2 1.3 Contribution 3 1.4 Thesis Outline 4 2 Vehicle Network Structure and Data Collection 5 2.1 C-ITS 5 2.2 Autonomous Vehicle Data Collection Based on Custom Roads 7 2.3 Autonomous Vehicle Data Collection Based on Actual Roads 9 2.4 Attack Model 10 3 Vehicle Network Attack Detector and Evaluation Method 25 3.1 Attack Detector Structure 25 3.2 Evaluation Method 27 3.3 Neural Network Module 28 3.4 Plausibility Check Module 30 3.5 Attack Detector Design 33 4 Detector Performance Evaluation 37 4.1 Attack Detection Performance using Custom Roads Data 37 4.2 Attack Detection Performance using Actual Roads Data 37 4.3 Attack Detection Performance Against Expanded Attacks 38 5 Conclusion 43 bibliography 47 국문초록 49 |
- |
| dc.format.extent | 49 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Detecting Attacks on Communication Data using Deep Learning and Vehicle Physical Properties in Cooperative Intelligent Transportation Systems | - |
| dc.title.alternative | 협력 지능형 교통 시스템에서 딥러닝과 차량의 물리적 속성을 활용한 통신 데이터 공격 탐지 | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000804902 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Electrical Engineering and Computer Science | - |
| dc.identifier.bibliographicCitation | Jihyun Min. (2024). Detecting Attacks on Communication Data using Deep Learning and Vehicle Physical Properties in Cooperative Intelligent Transportation Systems. doi: 10.22677/THESIS.200000804902 | - |
| dc.contributor.coadvisor | Jiwoong Choi | - |
| dc.date.awarded | 2024-08-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM민78 202408 | - |
| dc.date.accepted | 2024-07-24 | - |
| dc.contributor.alternativeDepartment | 전기전자컴퓨터공학과 | - |
| dc.subject.keyword | Data falsification attack detection, Cooperative Intelligent Transportation System | - |
| dc.contributor.affiliatedAuthor | Jihyun Min | - |
| dc.contributor.affiliatedAuthor | Yongsoon Eun | - |
| dc.contributor.affiliatedAuthor | Jiwoong Choi | - |
| dc.contributor.alternativeName | 민지현 | - |
| dc.contributor.alternativeName | Yongsoon Eun | - |
| dc.contributor.alternativeName | 최지웅 | - |
| dc.rights.embargoReleaseDate | 2026-02-28 | - |
