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논문 기본 정보

자료유형
학위논문
저자정보

백승범 (충북대학교, 충북대학교 대학원)

지도교수
홍종필
발행연도
2022
저작권
충북대학교 논문은 저작권에 의해 보호받습니다.

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이 논문의 연구 히스토리 (2)

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Silicon physical unclonable function (PUF) is one of the most desirable circuits for security chip in resource-constrained environment such as internet of things applications. This thesis presents a reconfigurable SRAM-based PUF topology with multiple challenge-response pairs (CRPs) in a cell. The proposed PUF structure enables a very large CRP space by connecting additional pull-up and pull-down paths to each SRAM cell. These alternate pathways to the supply rail and ground are activated by the challenge inputs, which effectively reconfigure the transfer characteristics of each cross-coupled inverter. A newly proposed response instability detector improves bit error rate (BER) performance by discarding unstable response. In addition, the proposed PUF adds indirect challenges by scrambling the responses using a Galois linear feedback shift register (LFSR). The proposed PUF can be applied to a wider range of applications as a CRP PUF because it has multiple CRPs in addition to the small area and fast operating speed, which are the advantages of the conventional SRAM structure. In order to verify the performance of the proposed architecture, a 32×32-bit reconfigurable SRAM PUF array with 32-bit challenge is implemented in a 65 nm CMOS process. Experimental results show a core area of 88.867 μm2/bit, energy efficiency of 0.082 pJ/bit, and inter-chip Hamming distance (HD) of 48.93% across 40 chips. By applying the response instability detector scheme, BER is improved from 13.7% to 0.9%. The response scrambler increases prediction error for modeling attack through machine learning algorithm from 16.6% to 23.9% when 104 CRPs are trained. Compared to the state-of-the-art, the proposed PUF is shown to be highly competitive in area, throughput and energy efficiency.

목차

Ⅰ. Introduction 1
1.1 Security Threat in Internet of Things (IoT) and Physical Unclonable Function (PUF) 1
1.1.1 Hyper-Connected Society and Security Threat 1
1.1.2 Power of Secret Random Key 7
1.1.3 IoT Device Security Requirements 10
1.1.4 Definition of PUF 12
1.1.5 Classification of PUF 16
1.2 Characteristic of Silicon PUF 19
1.2.1 PUF Realization on CMOS 19
1.2.2 Performance Metric 21
Ⅱ. Limitation of Conventional SRAM PUF and SRAM CRP PUF 27
2.1 Classification of Silicon PUF 27
2.2 Conventional SRAM PUF 36
2.3 CRP PUF for Authentication 38
2.4 SRAM as ID PUF Implementation 41
2.4.1 Initial FPGA Implementation 41
2.4.2 ASIC-based SRAM PUF 42
2.4.3 Hybrid SRAM PUF 44
2.5 SRAM as CRP PUF Implementation 46
2.5.1 Bitline SRAM PUF for Multiple CRPs 46
2.5.2 SRAM PUF with Bitline Sequencing 49
2.6 Limitation of Conventional SRAM PUF 50
Ⅲ. Proposed Reconfigurable SRAM-Based PUF with CRPs 54
3.1 PUF Operating Principle 54
3.1.1 Conceptual Structure 54
3.1.2 CRP Space Calculation 60
3.2 Implementation of the Proposed PUF Security Chip 63
3.2.1 Top-Level Structure 63
3.2.2 Transistor-Level of SRAM PUF Cell 67
3.2.3 Layout of SRAM PUF Cell 69
3.2.4 Challenge Generation 71
3.3 Post-Processing Method 77
3.3.1 Response Reproducibility Improvement 77
3.3.2 Response Unpredictability Improvement 80
Ⅳ. Chip Measurement and Comparison 85
4.1 Evaluation Setup 85
4.2 CRP Unpredictability Analysis 89
4.3 CRP Reproducibility Analysis 94
4.4 Modeling Attack Analysis 97
4.5 Authentication Capability 103
4.6 Performance Summary 105
4.7 Possible Application 110
V. Conclusion 116
Bibliography 118
Acknowledgement 129
Curriculum Vitae 131

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