• Title/Summary/Keyword: embedded ECC

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Acceleration of ECC Computation for Robust Massive Data Reception under GPU-based Embedded Systems (GPU 기반 임베디드 시스템에서 대용량 데이터의 안정적 수신을 위한 ECC 연산의 가속화)

  • Kwon, Jisu;Park, Daejin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.7
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    • pp.956-962
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    • 2020
  • Recently, as the size of data used in an embedded system increases, the need for an ECC decoding operation to robustly receive a massive data is emphasized. In this paper, we propose a method to accelerate the execution of computations that derive syndrome vectors when ECC decoding is performed using Hamming code in an embedded system with a built-in GPU. The proposed acceleration method uses the matrix-vector multiplication of the decoding operation using the CSR format, one of the data structures representing sparse matrix, and is performed in parallel in the CUDA kernel of the GPU. We evaluated the proposed method using a target embedded board with a GPU, and the result shows that the execution time is reduced when ECC decoding operation accelerated based on the GPU than used only CPU.

GPU-Based ECC Decode Unit for Efficient Massive Data Reception Acceleration

  • Kwon, Jisu;Seok, Moon Gi;Park, Daejin
    • Journal of Information Processing Systems
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    • v.16 no.6
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    • pp.1359-1371
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    • 2020
  • In transmitting and receiving such a large amount of data, reliable data communication is crucial for normal operation of a device and to prevent abnormal operations caused by errors. Therefore, in this paper, it is assumed that an error correction code (ECC) that can detect and correct errors by itself is used in an environment where massive data is sequentially received. Because an embedded system has limited resources, such as a low-performance processor or a small memory, it requires efficient operation of applications. In this paper, we propose using an accelerated ECC-decoding technique with a graphics processing unit (GPU) built into the embedded system when receiving a large amount of data. In the matrix-vector multiplication that forms the Hamming code used as a function of the ECC operation, the matrix is expressed in compressed sparse row (CSR) format, and a sparse matrix-vector product is used. The multiplication operation is performed in the kernel of the GPU, and we also accelerate the Hamming code computation so that the ECC operation can be performed in parallel. The proposed technique is implemented with CUDA on a GPU-embedded target board, NVIDIA Jetson TX2, and compared with execution time of the CPU.

High Speed and Robust Processor based on Parallelized Error Correcting Code Module (병렬화된 에러 보정 코드 모듈 기반 프로세서 속도 및 신뢰도 향상)

  • Kang, Myeong-jin;Park, Daejin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.9
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    • pp.1180-1186
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    • 2020
  • One of the Embedded systems Tiny Processing Unit (TPU) usually acts in harsh environments like external shock or insufficient power. In these cases, data could be polluted, and cause critical problems. As a solution to data pollution, many embedded systems are using Error Correcting Code (ECC) to protect and restore data. However, ECC processing in TPU increases the overall processing time by increasing the time of instruction fetch which is the bottleneck. In this paper, we propose an architecture of parallelized ECC block to the reduce bottleneck of TPU. The proposed architecture results in the reduction of time 10% compared to the original model, although memory usage increased slightly. The test is evaluated with a matrix product that has various instructions. TPU with proposed parallelized ECC block shows 7% faster than the original TPU with ECC and was able to perform the proposed test accurately.

An Implementation of ECC(Elliptic Curve Cryptographic)Processor with Bus-splitting method for Embedded SoC(System on a Chip) (임베디드 SoC를 위한 Bus-splitting 기법 적용 ECC 보안 프로세서의 구현)

  • Choi, Seon-Jun;Chang, Woo-Youg;Kim, Young-Chul
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.651-654
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    • 2005
  • In this paper, we designed ECC(Elliptic Curve Cryptographic) Processor with Bus-splitting mothod for embedded SoC. ECC SIP is designed by VHDL RTL modeling, and implemented reusably through the procedure of logic synthesis, simulation and FPGA verification. To communicate with ARM9 core and SIP, we designed SIP bus functional model according to AMBA AHB specification. The design of ECC Processor for platform-based SoC is implemented using the design kit which is composed of many devices such as ARM9 RISC core, memory, UART, interrupt controller, FPGA and so on. We performed software design on the ARM9 core for SIP and peripherals control, memory address mapping and so on.

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Novel Method for DNA-Based Elliptic Curve Cryptography for IoT Devices

  • Tiwari, Harsh Durga;Kim, Jae Hyung
    • ETRI Journal
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    • v.40 no.3
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    • pp.396-409
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    • 2018
  • Elliptic curve cryptography (ECC) can achieve relatively good security with a smaller key length, making it suitable for Internet of Things (IoT) devices. DNA-based encryption has also been proven to have good security. To develop a more secure and stable cryptography technique, we propose a new hybrid DNA-encoded ECC scheme that provides multilevel security. The DNA sequence is selected, and using a sorting algorithm, a unique set of nucleotide groups is assigned. These are directly converted to binary sequence and then encrypted using the ECC; thus giving double-fold security. Using several examples, this paper shows how this complete method can be realized on IoT devices. To verify the performance, we implement the complete system on the embedded platform of a Raspberry Pi 3 board, and utilize an active sensor data input to calculate the time and energy required for different data vector sizes. Connectivity and resilience analysis prove that DNA-mapped ECC can provide better security compared to ECC alone. The proposed method shows good potential for upcoming IoT technologies that require a smaller but effective security system.

Scalable multiplier and inversion unit on normal basis for ECC operation (ECC 연산을 위한 가변 연산 구조를 갖는 정규기저 곱셈기와 역원기)

  • 이찬호;이종호
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.40 no.12
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    • pp.80-86
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    • 2003
  • Elliptic curve cryptosystem(ECC) offers the highest security per bit among the known publick key system. The benefit of smaller key size makes ECC particularly attractive for embedded applications since its implementation requires less memory and processing power. In this paper, we propose a new multiplier structure with configurable output sizes and operation cycles. The number of output bits can be freely chosen in the new architecture with the performance-area trade-off depending on the application. Using the architecture, a 193-bit normal basis multiplier and inversion unit are designed in GF(2$^{m}$ ). It is implemented using HDL and 0.35${\mu}{\textrm}{m}$ CMOS technology and the operation is verified by simulation.

Implementation of the Multi-Segment Karatsuba Multiplier for Binary Field (멀티 세그먼트 카라츄바 유한체 곱셈기의 구현)

  • Oh, Jong-Soo
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.129-131
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    • 2004
  • Elliptic Curve Cryptography (ECC) coprocessors support massive scalar multiplications of a point. We research the design for multi-segment multipliers in fixed-size ECC coprocessors using the multi-segment Karatsuba algorithm on GF($2^m$). ECC coprocessors of the proposed multiplier is verified on the SoC-design verification kit which embeds ALTERA EXCALIBUR FPGAs. As a result of our experiment, the multi-segment Karatsuba multiplier, which has more efficient performance about twice times than the traditional multi-segment multiplier, can be implemented as adding few H/W resources. Therefore the multi-segment Karatsuba multiplier which satisfies performance for the cryptographic algorithm, is adequate for a low cost embedded system, and is implemented in the minimum area.

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Design and FPGA Implementation of Scalar Multiplication for A CryptoProcessor based on ECC(Elliptic Curve Cryptographics) (ECC(Elliptic Curve Crptographics) 기반의 암호프로세서를 위한 스칼라 곱셈기의 FPGA 구현)

  • Hwang Jeong-Tae;Kim Young-Chul
    • Proceedings of the IEEK Conference
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    • 2004.06b
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    • pp.529-532
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    • 2004
  • The ECC(Elliptic Curve Cryptogrphics), one of the representative Public Key encryption algorithms, is used in Digital Signature, Encryption, Decryption and Key exchange etc. The key operation of an Elliptic curve cryptosystem is a scalar multiplication, hence the design of a scalar multiplier is the core of this paper. Although an Integer operation is computed in infinite field, the scalar multiplication is computed in finite field through adding points on Elliptic curve. In this paper, we implemented scalar multiplier in Elliptic curve based on the finite field GF($2^{163}$). And we verified it on the Embedded digital system using Xilinx FPGA connected to an EISC MCU. If my design is made as a chip, the performance of scalar multiplier applied to Samsung $0.35 {\mu}m$ Phantom Cell Library is expected to process at the rate of 8kbps and satisfy to make up an encryption processor for the Embedded digital doorphone.

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An Efficient Security Protocol for Transaction in Mobile Data Network (모바일 데이터 망에서의 거래를 위한 효율적인 보안 프로토콜)

  • Kim, Jang-Hwan;Rhee, Chung-Sei
    • Convergence Security Journal
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    • v.6 no.2
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    • pp.43-51
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    • 2006
  • The existing electronic transaction protocol uses a cryptography algorithm that is not suitable for mobile environment because of limited memory and process ability. In this paper, we propose an efficient transaction protocol suitable for mobile embedded system. The proposed protocol reduces computation and process time by using ID-based cryptography algorithm and ECC (elliptic curve cryptosystem). It uses vendor authentication only in the first transaction, and from the second transaction, it requires transaction after authentication with session created by applying ECC technique. Therefore, the creation number of authentication for the vendor can be reduced from n to one. And it reduces process time because it provides the same security with 160 bits as with 1024 bits of RSA.

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Design and FPGA Implementation of the Scalar Multiplier for a CryptoProcessor based on ECC(Elliptic Curve Cryptographics) (ECC(Elliptic Curve Crptographics) 기반의 보안프로세서를 위한 스칼라 곱셈기의 FPGA 구현)

  • Choi, Seon-Jun;Hwang, Jeong-Tae;Kim, Young-Chul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.1071-1074
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    • 2005
  • The ECC(Elliptic Curve Cryptogrphics), one of the representative Public Key encryption algorithms, is used in Digital Signature, Encryption, Decryption and Key exchange etc. The key operation of an Elliptic curve cryptosystem is a scalar multiplication, hence the design of a scalar multiplier is the core of this paper. Although an Integer operation is computed in infinite field, the scalar multiplication is computed in finite field through adding points on Elliptic curve. In this paper, we implemented scalar multiplier in Elliptic curve based on the finite field $GF(2^{163})$. And we verified it on the Embedded digital system using Xilinx FPGA connected to an EISC MCU(Agent 2000). If my design is made as a chip, the performance of scalar multiplier applied to Samsung $0.35\;{\mu}m$ Phantom Cell Library is expected to process at the rate of 8kbps and satisfy to make up an encryption processor for the Embedded digital information home system.

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