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Data Preprocessing Method for Lightweight Automotive Intrusion Detection System (차량용 경량화 침입 탐지 시스템을 위한 데이터 전처리 기법)

  • Sangmin Park;Hyungchul Im;Seongsoo Lee
    • Journal of IKEEE
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    • v.27 no.4
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    • pp.531-536
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    • 2023
  • This paper proposes a sliding window method with frame feature insertion for immediate attack detection on in-vehicle networks. This method guarantees real-time attack detection by labeling based on the attack status of the current frame. Experiments show that the proposed method improves detection performance by giving more weight to the current frame in CNN computation. The proposed model was designed based on a lightweight LeNet-5 architecture and it achieves 100% detection for DoS attacks. Additionally, by comparing the complexity with conventional models, the proposed model has been proven to be more suitable for resource-constrained devices like ECUs.

Development of Arduino-Based Beverage Mixing System (아두이노 기반의 음료 혼합 시스템 개발)

  • Hoo-Jung Yoon;Jeong-Ho Kang;Seon-Je Jo;Jo-Eun Kim;Young-Oh Han
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.1
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    • pp.157-164
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    • 2024
  • In this paper, we would like to develop a system that selects the drink you want with an application made with an app inventory for the person who manufactures the drink and manufactures the drink. After combining the drinks to be mixed with the dispenser, the actuator was controlled to accurately move the ball screw to the location of the dispenser by controlling the step motor through Arduino. According to the actuator movement control and the number of times the dispenser is pressed, the amount of drinks to be mixed is extracted in proportion to each other. Finally, we establish a system to replace the labor force of cafes and further suggest directions that the system can be used everywhere.

Organizational Factors Influencing Inclination to Use a B2B Website by a Buyer-Supplier Dyad: The Indian Context

  • Merlin Nandy
    • Asia pacific journal of information systems
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    • v.29 no.3
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    • pp.328-358
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    • 2019
  • Business-to-Business electronic commerce websites are a common form of inter-organizational systems that span organizational boundaries and enables organizations to exchange information in a seamless fashion. To reap the desired benefits it is important that the website be used in the intended manner. The level and extent of use of a business-to-business website depends partly on the inclination to use the website by the users in the primary organization and in the user organizations independently and the combined inclination of the organizations together. This combined inclination is referred to as the System Inclination, with dominance playing a key role. Each organization has certain characteristics of its own and may differ significantly in their inclination to use. It is important to analyze the factors that determine this inclination to use, so that organizations can adopt appropriate management mechanisms to control it. This paper proposes a framework to explain the organizational factors and their influence on the inclination to use a website, based on study of four Indian buyer-supplier dyads. Inclination to use is found to be influenced by factors like top management support, website characteristics, adequate support mechanisms, user group orientation towards electronic commerce and basic IT drive among the employees, at both the primary and user organizations.

Synchronization and Secure Communication Application of Chaos Based Malasoma System (카오스 기반 Malasoma 시스템의 동기화 및 보안 통신 응용)

  • Jang, Eun-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.5
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    • pp.747-754
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    • 2017
  • Chaos-based secure communication systems are alternative of standard spread-spectrum systems that enable spreading the spectrum of the information signals and encrypting information signals with simple and inexpensive chaotic circuitry. In secure communication area, like Lorenz, Chua, Rossler, Duffing etc, classical systems are widely used. Malasoma chaotic system is topologically simple but their dynamical behaviors are non-linear synchronization and secure communication applications has not seen in paper. This paper aims for introducing a new chaotic system which is able to use as alternative to classical chaotic systems into secure communication fields. In addition, this new model simulates a synchronous communication system using P-C (Pecora-Carroll) method by verifying security with chaos signal through simulation. Modelling, synchronization and secure communication applications of Malasoma are realized respectively in MATLAB-Simulink environment. Retrieved results show that this novel chaotic system is able to use in secure communication fields.

A Ripple Rejection Inherited RPWM for VSI Working with Fluctuating DC Link Voltage

  • Jarin, T.;Subburaj, P.;Bright, Shibu J V
    • Journal of Electrical Engineering and Technology
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    • v.10 no.5
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    • pp.2018-2030
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    • 2015
  • A two stage ac drive configuration consisting of a single-phase line commutated rectifier and a three-phase voltage source inverter (VSI) is very common in low and medium power applications. The deterministic pulse width modulation (PWM) methods like sinusoidal PWM (SPWM) could not be considered as an ideal choice for modern drives since they result mechanical vibration and acoustic noise, and limit the application scope. This is due to the incapability of the deterministic PWM strategies in sprawling the harmonic power. The random PWM (RPWM) approaches could solve this issue by creating continuous harmonic profile instead of discrete clusters of dominant harmonics. Insufficient filtering at dc link results in the amplitude distortion of the input dc voltage to the VSI and has the most significant impact on the spectral errors (difference between theoretical and practical spectra). It is obvious that the sprawling effect of RPWM undoubtedly influenced by input fluctuation and the discrete harmonic clusters may reappear. The influence of dc link fluctuation on harmonics and their spreading effect in the VSI remains invalidated. A case study is done with four different filter capacitor values in this paper and results are compared with the constant dc input operation. This paper also proposes an ingenious RPWM, a ripple dosed sinusoidal reference-random carrier PWM (RDSRRCPWM), which has the innate capacity of suppressing the effect of input fluctuation in the output than the other modern PWM methods. MATLAB based simulation study reveals the fundamental component, total harmonic distortion (THD) and harmonic spread factor (HSF) for various modulation indices. The non-ideal dc link is managed well with the developed RDSRRCPWM applied to the VSI and tested in a proto type VSI using the field programmable gate array (FPGA).

Design of Emergency Evacuation Guiding System with Serially Connected Multi-channel Speakers (직렬 스피커 연결을 이용한 비상 대피 유도 시스템의 설계)

  • Chung, Han-Vit;Kim, Tea-Wan;Chung, Yun-Mo
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.48 no.4
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    • pp.142-152
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    • 2011
  • In general, existing emergency evacuation guiding systems depend on visual techniques like emergency lights or LEDs. Actually people in the case of fire emergency condition may not obtain a range of view because of smoke from the fire. This paper introduces a technique to design an emergency guiding system using directivity sound to cope with this problem. In this case all speakers are serially connected for audio signal transmission in a serial fashion to achieve convenient speaker installation. Floyd algorithm is used to find shortest evacuation paths. Because serially connected multi-channel speakers are weak in case of disconnection, this paper uses a technique to solve the diagnostic problem. In the proposed system, a PC based on the USB protocol is used for control and observation. The system has achievements, such as increasing evacuation rate under emergency conditions, and serial transmission of audio signal for easy maintenance and low installation cost.

Analysis of Gait Characteristics of Walking in Various Emotion Status (다양한 감정 상태에서의 보행 특징 분석)

  • Dang, Van Chien;Tran, Trung Tin;Kim, Jong-Wook
    • Journal of the Korean Institute of Intelligent Systems
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    • v.24 no.5
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    • pp.477-481
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    • 2014
  • Human has various types of emotions which affect speculation, judgement, activity, and the like at the moment. Specifically, walking is also affected by emotions, because one's emotion status can be easily inferred by his or her walking style. The present research on biped walking with humanoid robots is mainly focused on stable walking irrespective of ground condition. For effective human-robot interaction, however, walking pattern needs to be changed depending on the emotion status of the robot. This paper provides analysis and comparison of gait experiment data for the men and women in four representative emotion states, i.e., joy, sorrow, ease, and anger, which was acquired by a gait analysis system. The data and analysis results provided in this paper will be referenced to emotional biped walking of a humanoid robot.

A Study on Managerial Strategies of Electronic Mail(E-Mail) Messages as Records (전자우편문서의 기록관리적 접근전략에 관한 연구)

  • Seo, Eun-Gyoung
    • Journal of Korean Society of Archives and Records Management
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    • v.4 no.1
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    • pp.1-21
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    • 2004
  • Records may furnish proof of a particular action, contain information that protects the rights of individuals or government, and document decisions made during the course of government business. As business in and between government agencies will increasingly be conducted through electronic messaging service, the need to manage e-mail messages and systems is the same as for other record management systems concerning the creation of, retention of, and access to public records. Therefore government agencies that use electronic mail(e-mail) have an obligation to make employee aware that e-mail messages, like paper records, must be managed according to established record management procedures. The purpose of this paper is to suggest guidelines and/or strategies on managing e-mail messages as records for agencies which must take steps in order to make, capture, maintain, dispose, store, protect, and provide access to e-mail messages. This paper discusses on the definition of e-mail messages, principles on managing e-mail message, and how to manage e-mail messages as records.

Legal Issues and Proposed Solutions of Electronic Agents in Electronic Commerce (전자상거래에서 전자대리인의 법적 문제점과 개선방안)

  • Woo, Kwang-Myung;Cho, Hyun-Sook
    • International Commerce and Information Review
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    • v.13 no.1
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    • pp.197-216
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    • 2011
  • Computer technology has enhanced a new transaction between device or software not just between humans. It offers users agent-like functionality and becomes increasingly common. It's roles diverse from gathering informations to automated trading. However, the use of new technology challenges to traditional legal systems and makes issues in adjusting the legal systems. Contract with electronic agents makes some issues such as whether the contract is enforceable or what principle's responsibility about the operation of electronic agents is. This paper analysis these issues and provides some solutions. First of all, we should make a legal act or revise previous laws. It is better that new civil law establishes for electronic communications and approach the law of agency for attribution of the responsibility issue. Secondly, in practice, website such as shopping mall should provide the terms of conditions to bind a contract.

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Divisible Electronic Cash System based on a Blinding ECDSA (Blinding ECDSA를 기반으로 한 분할가능 전자화폐 시스템)

  • 전병욱;권용진
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.9 no.1
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    • pp.103-114
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    • 1999
  • Recently, various prototypes for electronic commerce are realized and its related researches are active under the present condition which it is increasing for the reality of its extended applications. First of all, actual demands are increasing for more secure and efficient electronic payment systems. Electronic cash, one of the Electronic payment systems, must have several properties like real money. Blind signature scheme by D. Chaum stands for the methods of obtaining privacy. In this paper, we propose a method for obtaining the blind signature based on the Elliptic Curve Cryptosystems, where the crytosystems are known as solving some problems of conventional crytosystems in views of computation time and key space. Also, we present a method for the divisibility of the electronic cash using our proposal by re-signing spare cash. Thus applying the proposed method, we can develop an efficient electronic payment systems.