论文头条 | DplsLab_北京智慧云测设备技术有限公司

Saca-FI: A microarchitecture-level fault injection framework for reliability analysis of systolic array based CNN accelerator

发表于 2023-06-08 来源 Future Generation Computer Systems DOI 10.1016/J.FUTURE.2023.05.009

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作者

Tan Jingweijia Wang Qixiang Yan Kaige Wei Xiaohui Fu Xin

单位

College of Computer Science and Technology, Jilin University, Changchun, China;College of Communication Engineering, Jilin University, Changchun, China;Electric展开

College of Computer Science and Technology, Jilin University, Changchun, China;College of Communication Engineering, Jilin University, Changchun, China;Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA

摘要

As convolutional neural network CNN accelerators are being adopted in emerging safety-critical areas, their reliability becomes prominent. The systoli 更多..

Failure Identification Using Model-Implemented Fault Injection with Domain Knowledge-Guided Reinforcement Learning

发表于 2023-02-14 来源 Sensors DOI 10.3390/S23042166

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作者

Moradi Mehrdad Van Acker Bert Denil Joachim

单位

ICT-Department of Applied Engineering Faculty, University of Antwerp, Prinsstraat 13, 2000 Antwerp, Belgium;Flanders Make, Gaston Geenslaan 8, 3001 Heverlee, Be展开

ICT-Department of Applied Engineering Faculty, University of Antwerp, Prinsstraat 13, 2000 Antwerp, Belgium;Flanders Make, Gaston Geenslaan 8, 3001 Heverlee, Belgium

摘要

The safety assessment of cyber-physical systems (CPSs) requires tremendous effort, as the complexity of cyber-physical systems is increasing. A well-k 更多..

domain knowledge Fault identification Fault injection reinforcement learning safety assessment signal temporal logic

A Methodology for Accelerating FPGA Fault Injection Campaign Using ICAP

发表于 2023-02-06 来源 Electronics DOI 10.3390/ELECTRONICS12040807

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作者

Ferlini Frederico Viel Felipe Seman Laio Oriel Pettenghi Hector Bezerra Eduardo Augusto Leithardt Valderi Reis Quietinho

单位

System & Verification Group, Cadence Design Systems GmbH, 85622 Feldkirchen, Germany;Department of Electrical Engineering, Federal University of Santa Catarina展开

System & Verification Group, Cadence Design Systems GmbH, 85622 Feldkirchen, Germany;Department of Electrical Engineering, Federal University of Santa Catarina (UFSC), Florianópolis 88040-900, Brazil;Graduate Program in Applied Computer Science, University of Vale do Itajaí (UNIVALI), Itajaí 88302-901, Brazil;COPELABS—Lusófona University of Humanities and Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal;VALORIZA, Research Center for Endogenous Resources Valorization, Instituto Politécnico de Portalegre, 7300-555 Portalegre, Portugal

摘要

The increasing complexity of System-on-Chip (SoC) and the ongoing technology miniaturization on Integrated Circuit (IC) manufacturing processes makes 更多..

Fault injection FPGA ICAP LEON3 SET space applications

Fault Injection in Actuator Models for Testing of Automated Driving Functions

发表于 2023-01-12 来源 Vehicles DOI 10.3390/VEHICLES5010006

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作者

Holzmann Hendrik Landersheim Volker Piram Udo Bartolozzi Riccardo Stoll Georg Atzrodt Heiko

单位

Fraunhofer Institute for Structural Durability and System Reliability LBF, 64289 Darmstadt, Germany;ZF Friedrichshafen AG, 88046 Friedrichshafen, Germany

摘要

In this work, a simulation framework for virtual testing of autonomous driving functions under the influence of a fault occurring in a component is pr 更多..

automated driving Fault injection model-based testing post-encroachment time time-to-collision

Fault injection and failure analysis on Xilinx 16 nm FinFET Ultrascale+ MPSoC

发表于 2022-06-01 来源 Nuclear Engineering and Technology DOI 10.1016/J.NET.2021.12.022

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作者

Yang Weitao Li Yonghong He Chaohui

单位

School of Nuclear Science & Technology, Xi'an Jiaotong University, Xi'an, China;Dipartimento di Automatica e Informatica, Politecnico di Torino, Torino, Italy

摘要

Energetic particle strikes the device and induces data corruption in the configuration memory (CRAM), causing errors and even malfunctions in a system 更多..

Failure analysis Failure modes and effects analysis Fault injection Ultrascale+ MPSoC

Vulnerability evaluation on 16 nm FinFET Ultrascale+ MPSoC using fault injection and proton irradiation

发表于 2022-05-10 来源 Microelectronics Reliability DOI 10.1016/J.MICROREL.2022.114534

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作者

Li Yonghong Yang Weitao Wang Maocheng Li Yang Guo Yaxin Li Pei Zhao Haoyu He Chaohui Wang Di Yang Ye Zhang Xiaodong An Heng

单位

School of nuclear science and technology, Xi'an Jiaotong Univercity, Xi'an, China;Northwest Insitute of Nuclear Technology, Xi'an, China;National Key Laboratory展开

School of nuclear science and technology, Xi'an Jiaotong Univercity, Xi'an, China;Northwest Insitute of Nuclear Technology, Xi'an, China;National Key Laboratory of Materials Behavior and Evaluation Technology in Space Environment, Harbin Institute of Technology, Harbin, China;Science and Technology on Vacuum Technology and Physics Laboratory, Lanzhou Institute of Physics, Lanzhou, China

摘要

The SEE vulnerability in two ways bitstream loading implementations on a dynamic partial reconfiguration (DPR) design is examined using fault injectio 更多..

Dynamic partial reconfiguration Fault injection Proton irradiation Ultrascale+ MPSoC Vulnerability

A novel emulation method to assess the effects of cosmic radiation for avionics SoC using the GA based fault injection hardware

发表于 2022-03-24 来源 Sādhanā DOI 10.1007/S12046-022-01823-4

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作者

Pitchaimani Balasubramanian Sridharan Moorthi

单位

IITM Research Park,Chennai,India;National Institute of Technology,Trichy,India

摘要

In this paper a novel desktop cosmic radiation emulator to assess the effectiveness of mitigation towards single event upsets (SEUs) during the design 更多..

Digital electronics emulation Fault injection FPGA genetic algorithm Reliability

Fault Injection Attacks in Spiking Neural Networks and Countermeasures

发表于 2022-01-11 来源 Frontiers in Nanotechnology DOI 10.3389/FNANO.2021.801999

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作者

Nagarajan Karthikeyan Li Junde Ensan Sina Sayyah Kannan Sachhidh Ghosh Swaroop

单位

School of Electrical Engineering and Computer Science, Penn State University, University Park, PA, United States ; Ampere Computing, Portland, OR, United States

摘要

Spiking Neural Networks (SNN) are fast emerging as an alternative option to Deep Neural Networks (DNN). They are computationally more powerful and pro 更多..

Fault injection security side-channel attack spiking neural network STDP

Practical, Low-Cost Fault Injection Attacks on Personal Smart Devices

发表于 2022-01-02 来源 Applied Sciences DOI 10.3390/APP12010417

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作者

Delarea Shaked Oren Yossi

单位

Department of Software and Information Systems Engineering, Faculty of Engineering Sciences, Ben Gurion University of the Negev, Beer-Sheva 8410501, Israel

摘要

Fault attacks are traditionally considered under a threat model that assumes the device under test is in the possession of the attacker. We propose a 更多..

Cryptography Fault injection fault injection attacks hardware attacks

Fault Injection Attacks Utilizing Waveform Pattern Matching against Neural Networks Processing on Microcontroller

发表于 2022-01-01 来源 IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences DOI 10.1587/TRANSFUN.2021CIP0015

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作者

FUKUDA Yuta YOSHIDA Kota FUJINO Takeshi

单位

Graduate School of Science and Technology, Ritsumeikan University;Department of Science and Engineering, Ritsumeikan University

clock glitch Fault injection Neural Network pattern matching