A Compact and Low Power RO PUF with High Resilience to the EM Side-Channel Attack and the SVM Modelling Attack of Wireless Sensor Networks

被引:16
作者
Cao, Yuan [1 ]
Zhao, Xiaojin [2 ]
Ye, Wenbin [2 ]
Han, Qingbang [1 ]
Pan, Xiaofang [3 ]
机构
[1] Hohai Univ, Coll Internet Things Engn, Changzhou 213022, Peoples R China
[2] Shenzhen Univ, Coll Elect Sci & Technol, Shenzhen 518060, Peoples R China
[3] Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Peoples R China
基金
中国国家自然科学基金;
关键词
wireless sensor network; strong physical unclonable function; ring oscillator; electromagnetic side-channel attack; support vector machine modelling attack; RING OSCILLATOR; DESIGN;
D O I
10.3390/s18020322
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Authentication is a crucial security service for the wireless sensor networks (WSNs) in versatile domains. The deployment of WSN devices in the untrusted open environment and the resource-constrained nature make the on-chip authentication an open challenge. The strong physical unclonable function (PUF) came in handy as light-weight authentication security primitive. In this paper, we present the first ring oscillator (RO) based strong physical unclonable function (PUF) with high resilience to both the electromagnetic (EM) side-channel attack and the support vector machine (SVM) modelling attack. By employing an RO based PUF architecture with the current starved inverter as the delay cell, the oscillation power is significantly reduced to minimize the emitted EM signal, leading to greatly enhanced immunity to the EM side-channel analysis attack. In addition, featuring superior reconfigurability due to the conspicuously simplified circuitries, the proposed implementation is capable of withstanding the SVM modelling attack by generating and comparing a large number of RO frequency pairs. The reported experimental results validate the prototype of a 9-stage RO PUF fabricated using standard 65 nm complementary-metal-oxide-semiconductor (CMOS) process. Operating at the supply voltage of 1.2 V and the frequency of 100 KHz, the fabricated RO PUF occupies a compact silicon area of 250 mu m(2) and consumes a power as low as 5.16 mu W per challenge-response pair (CRP). Furthermore, the uniqueness and the worst-case reliability are measured to be 50.17% and 98.30% for the working temperature range of -40 similar to 120 degrees C and the supply voltage variation of +/- 2%, respectively. Thus, the proposed PUF is applicable for the low power, low cost and secure WSN communications.
引用
收藏
页数:11
相关论文
共 21 条
[1]   Learning to classify text using support vector machines: Methods, theory, and algorithms [J].
Basili, R .
COMPUTATIONAL LINGUISTICS, 2003, 29 (04) :655-661
[2]   Utilizing the Variability of Resistive Random Access Memory to Implement Reconfigurable Physical Unclonable Functions [J].
Chen, An .
IEEE ELECTRON DEVICE LETTERS, 2015, 36 (02) :138-140
[3]   MRAM PUF: A Novel Geometry Based Magnetic PUF With Integrated CMOS [J].
Das, Jayita ;
Scott, Kevin ;
Rajaram, Srinath ;
Burgett, Drew ;
Bhanja, Sanjukta .
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2015, 14 (03) :436-443
[4]   INTRAVEHICULAR ENERGY-HARVESTING WIRELESS NETWORKS Reducing Costs and Emissions [J].
Ergen, Sinem Coleri ;
Sangiovanni-Vincentelli, Alberto .
IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2017, 12 (04) :77-85
[5]   Controlled Physical Random Functions [J].
Gassend, B ;
Clarke, D ;
van Dijk, M ;
Devadas, S .
18TH ANNUAL COMPUTER SECURITY APPLICATIONS CONFERENCE, PROCEEDINGS, 2002, :149-160
[6]  
He WZ, 2012, PROCEEDINGS OF THE 8TH EURO-ASIA CONFERENCE ON ENVIRONMENT AND CSR: TOURISM, MICE, HOSPITALITY MANAGEMENT AND EDUCATION SESSION (PT III), P39
[7]   Fun with the Friis free-space transmission formula [J].
Hogg, D.C. .
IEEE Antennas and Propagation Magazine, 1993, 35 (04) :33-35
[8]   Recyclable PUFs: logically reconfigurable PUFs [J].
Katzenbeisser, Stefan ;
Kocabas, Uenal ;
van der Leest, Vincent ;
Sadeghi, Ahmad-Reza ;
Schrijen, Geert-Jan ;
Wachsmann, Christian .
JOURNAL OF CRYPTOGRAPHIC ENGINEERING, 2011, 1 (03) :177-186
[9]   Investigation of Physically Unclonable Functions Using Flash Memory for Integrated Circuit Authentication [J].
Kim, Moon-Seok ;
Moon, Dong-Il ;
Yoo, Sang-Kyung ;
Lee, Sang-Han ;
Choi, Yang-Kyu .
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2015, 14 (02) :384-389
[10]  
Kömürcü G, 2013, IEEE INT CONF VLSI, P332, DOI 10.1109/VLSI-SoC.2013.6673303