• Title/Summary/Keyword: Embedded System Security

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Research on Artificial Intelligence Based De-identification Technique of Personal Information Area at Video Data (영상데이터의 개인정보 영역에 대한 인공지능 기반 비식별화 기법 연구)

  • In-Jun Song;Cha-Jong Kim
    • IEMEK Journal of Embedded Systems and Applications
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    • v.19 no.1
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    • pp.19-25
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    • 2024
  • This paper proposes an artificial intelligence-based personal information area object detection optimization method in an embedded system to de-identify personal information in video data. As an object detection optimization method, first, in order to increase the detection rate for personal information areas when detecting objects, a gyro sensor is used to collect the shooting angle of the image data when acquiring the image, and the image data is converted into a horizontal image through the collected shooting angle. Based on this, each learning model was created according to changes in the size of the image resolution of the learning data and changes in the learning method of the learning engine, and the effectiveness of the optimal learning model was selected and evaluated through an experimental method. As a de-identification method, a shuffling-based masking method was used, and double-key-based encryption of the masking information was used to prevent restoration by others. In order to reuse the original image, the original image could be restored through a security key. Through this, we were able to secure security for high personal information areas and improve usability through original image restoration. The research results of this paper are expected to contribute to industrial use of data without personal information leakage and to reducing the cost of personal information protection in industrial fields using video through de-identification of personal information areas included in video data.

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.

A Development of Cipher Device based on Embedded Linux for Serial Communication in SCADA (임베디드 리눅스 기반의 SCADA 직렬통신 구간 암호화 장치 개발)

  • Lee, Jong-Joo;Kim, Seog-Joo;Kang, Dong-Joo
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.24 no.4
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    • pp.25-32
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    • 2010
  • The Supervisory Control and Data Acquisition Systems (SCADA) system provides monitoring, data gathering, analysis, and control of the equipment used to manage most infrastructure. The SCADA Network is implemented in a various manner for larger utilities, and multiple types of protocol and communication interfaces are used to network the control center to remote sites. The existing SCADA equipment and protocols were designed and implemented with availability and efficiency, and as a result security was not a consideration. So, performance, reliability, flexibility and safety of SCADA systems are robust, while the security of these systems is often weak. This makes some SCADA networks potentially vulnerable to disruption of service, process redirection, or manipulation of operational data that could result in public safety concerns and/or serious disruptions to the infrastructure. To reduce the risks, therefore, there is a need to have a security device such as cipher devices or cryptographic modules for security solutions. In this paper we develop an embedded cipher device for the SCADA equipment. This paper presents a cipher device designed to improve the security of its networks, especially in the serial communication.

Design and Implementation of Secure UART based on Digital Signature and Encryption (디지털 서명과 암호화 기반 보안 UART의 설계와 구현)

  • Kim, Ju Hyeon;Joo, Young Jin;Hur, Ara;Cho, Min Kyoung;Ryu, Yeon Seung;Lee, Gyu Ho;Jang, Woo Hyun;Yu, Jae Gwan
    • Convergence Security Journal
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    • v.21 no.2
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    • pp.29-35
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    • 2021
  • UART (Universal asynchronous receiver/transmitter) is a hardware device that converts data into serial format and transmits it, and is widely used for system diagnosis and debugging in most embedded systems. Hackers can access system memory or firmware by using the functions of UART, and can take over the system by acquiring administrator rights of the system. In this paper, we studied secure UART to protect against hacker attacks through UART. In the proposed scheme, only authorized users using the promised UART communication protocol are allowed to access UART and unauthorized access is not allowed. In addition, data is encrypted and transmitted to prevent protocol analysis through sniffing. The proposed UART technique was implemented in an embedded Linux system and performance evaluation was performed.

A Study on Security System of Document Image using Mixing Algorithm (합성 방식을 이용한 문서 화상의 보안 체계 연구)

  • 허윤석;김일경;박일남
    • The Journal of Information Technology
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    • v.2 no.2
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    • pp.89-105
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    • 1999
  • In this paper, we present a countermeasure for a various trouble occurred in secure communication of document image. We Propose a security system for transmission of document image using mixing algorithm that the third party cannot conceive secure transmission of information instead of existing scheme which depend on crypto-degree of security algorithm, itself. For this, RM, DM and RDM algorithm for mixing of secure bits are proposed and applied to digital signature for mixing for secure document and mixing for non-secure document by secure document. Security system for document image involves not only security scheme for document image transmission itself, but also digital signature scheme. The transmitter embeds secretly the signatures onto secure document, embeds it to non-secure document and transfers it to the receiver. The receiver makes a check of any forgery on the signature and the document. Because the total amount of transmitted data and the image quality are about the same to those of the original document image, respectively, the third party cannot notice the fact that signatures and secure document are embedded on the document image. Thus, the probability of attack will be reduced.

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Analyses of Trend of Threat of Security in Internet of Things (사물 인터넷망에서의 보안 위협 기술 동향 분석)

  • Shin, Yoon-gu;Jung, Sungha;Do, Tahoon;Kim, Jung Tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.895-896
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    • 2015
  • With the development of sensor, wireless mobile communication, embedded system and cloud computing, the technologies of Internet of Things have been widely used in logistics, Smart devices security, intelligent building and o on. Bridging between wireless sensor networks with traditional communication networks or Internet, IoT gateway plays n important role in IoT applications, which facilitates the integration of wireless sensor networks and mobile communication networks or Internet, and the management and control with wireless sensor networks. The IoT Gateway is a key component in IoT application systems but It has lot of security issues. We analyzed the trends of security and privacy matters.

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Enhancing Cyber-Physical Systems Security: A Comprehensive SRE Approach for Robust CPS Methodology

  • Shafiq ur Rehman
    • International Journal of Computer Science & Network Security
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    • v.24 no.5
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    • pp.40-52
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    • 2024
  • Cyber-Physical Systems (CPS) are introduced as complex, interconnected systems that combine physical components with computational elements and networking capabilities. They bridge the gap between the physical world and the digital world, enabling the monitoring and control of physical processes through embedded computing systems and networked communication. These systems introduce several security challenges. These challenges, if not addressed, can lead to vulnerabilities that may result in substantial losses. Therefore, it is crucial to thoroughly examine and address the security concerns associated with CPS to guarantee the safe and reliable operation of these systems. To handle these security concerns, different existing security requirements methods are considered but they were unable to produce required results because they were originally developed for software systems not for CPS and they are obsolete methods for CPS. In this paper, a Security Requirements Engineering Methodology for CPS (CPS-SREM) is proposed. A comparison of state-of-the-art methods (UMLSec, CLASP, SQUARE, SREP) and the proposed method is done and it has demonstrated that the proposed method performs better than existing SRE methods and enabling experts to uncover a broader spectrum of security requirements specific to CPS. Conclusion: The proposed method is also validated using a case study of the healthcare system and the results are promising. The proposed model will provide substantial advantages to both practitioners and researcher, assisting them in identifying the security requirements for CPS in Industry 4.0.

A Key Management Scheme for IPTV CAS in DOCSIS 3.0 Security System (DOCSIS 3.0 보안 시스템 기반 IPTV CAS를 위한 키 관리 기법)

  • Koo, Han-Seung;Lee, Jin-Hwan;Song, Yun-Jeong;Kwon, O-Hyung;Lee, Soo In
    • IEMEK Journal of Embedded Systems and Applications
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    • v.3 no.4
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    • pp.207-217
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    • 2008
  • A novel scheme is presented for Traffic Encryption Key (TEK) rekeying with low communication overhead for an Internet Protocol television (IPTV) conditional access system over Data-Over-Cable Service Interface Specifications (DOCSIS) 3.0. The proposed scheme utilizes the DOCSIS system synchronization for periodic TEK rekeying instead of a conventional TEK rekeying negotiation process. Analysis shows that the communication overhead is only 0.012 Kbps when TEK rekeying frequency is 1 second.

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Arduino Based Smart Home System for the Elderly Living Alone (아두이노 기반의 독거노인을 위한 스마트홈 시스템)

  • Lee, In-Gu;Cho, Myeon-Gyun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.10 no.5
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    • pp.307-315
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    • 2015
  • Recently, Smart Home System(SHS) is applied in order to provide comfort, energy efficient and better security to the residence. Thus, by introducing the SHS in the house of elderly people, it is possible to provide a convenient and safe life for old people especially living alone. This paper presents the design and implementation of a low cost but yet flexible and secure smart-phone based SHS. The design is based on inter-working between Arduino board with Bluetooth and Arduino board with Ethernet shield, and the home monitor/appliances are connected to the input/output ports of this board via sensors/relays. In addition, when the old man is put on an emergency, the proposed system will automatically notify it the family. Therefore, we have implemented an inexpensive and efficient SHS for the elderly living alone by inter-working smart phones, internet server and Arduino micro-controller.

The Design and Implementation of Heating Control System Based on Sensor Networks (센서 네트워크 기반의 난방제어시스템 설계 및 구현)

  • Lee, Jin-Kwan;Lee, Dae-Hyung;Lee, Chang-Bok;Lee, Jong-Chan;Park, Ki-Hong
    • Convergence Security Journal
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    • v.8 no.1
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    • pp.27-33
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    • 2008
  • The object of this paper is to design a heating control system based on sensor networks for the house, integrated with computing technology. The proposed system can manage the heating by sensing and analyzing the temperature and humidity in apartment house and others. This system also is capable of giving a comfortable circumstances because the interior of a house is in heated by the sensory temperature based control system.

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