• Title/Summary/Keyword: Attack Model

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Exact Algorithm for the Weapon Target Assignment and Fire Scheduling Problem (표적 할당 및 사격순서결정문제를 위한 최적해 알고리즘 연구)

  • Cha, Young-Ho;Jeong, BongJoo
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.1
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    • pp.143-150
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    • 2019
  • We focus on the weapon target assignment and fire scheduling problem (WTAFSP) with the objective of minimizing the makespan, i.e., the latest completion time of a given set of firing operations. In this study, we assume that there are m available weapons to fire at n targets (> m). The artillery attack operation consists of two steps of sequential procedure : assignment of weapons to the targets; and scheduling firing operations against the targets that are assigned to each weapon. This problem is a combination of weapon target assignment problem (WTAP) and fire scheduling problem (FSP). To solve this problem, we define the problem with a mixed integer programming model. Then, we develop exact algorithms based on a dynamic programming technique. Also, we suggest how to find lower bounds and upper bounds to a given problem. To evaluate the performance of developed exact algorithms, computational experiments are performed on randomly generated problems. From the results, we can see suggested exact algorithm solves problems of a medium size within a reasonable amount of computation time. Also, the results show that the computation time required for suggested exact algorithm can be seen to increase rapidly as the problem size grows. We report the result with analysis and give directions for future research for this study. This study is meaningful in that it suggests an exact algorithm for a more realistic problem than existing researches. Also, this study can provide a basis for developing algorithms that can solve larger size problems.

Machine Learning Based Prediction of Bitcoin Mining Difficulty (기계학습 기반 비트코인 채굴 난이도 예측 연구)

  • Lee, Joon-won;Kwon, Taekyoung
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.29 no.1
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    • pp.225-234
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    • 2019
  • Bitcoin is a cryptocurrency with characteristics such as de-centralization and distributed ledger, and these features are maintained through a mining system called "proof of work". In the mining system, mining difficulty is adjusted to keep the block generation time constant. However, Bitcoin's current method to update mining difficulty does not reflect the future hash power, so the block generation time can not be kept constant and the error occurs between designed time and real time. This increases the inconsistency between block generation and real world and causes problems such as not meeting deadlines of transaction and exposing the vulnerability to coin-hopping attack. Previous studies to keep the block generation time constant still have the error. In this paper, we propose a machine-learning based method to reduce the error. By training with the previous hash power, we predict the future hash power and adjust the mining difficulty. Our experimental result shows that the error rate can be reduced by about 36% compared with the current method.

A study on the cyber security assessment modeling of critical infrastructure (핵심기반시설 사이버 보안 평가 모델링 기법 연구)

  • Euom, Ieck-Chae
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.105-113
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    • 2019
  • The purpose of this study is to analyze cyber security risk modeling of critical infrastructure, draw out limitations and improvement measures. This paper analyzed cyber security risk modeling of national critical infrastructure like as electricity sector, nuclear power plant, SCADA. This paper analyzed the 26 precedent research cases of risk modeling in electricity sector, nuclear power plant, SCADA. The latest Critical Infrastructure is digitalized and has a windows operating system. Critical Infrastructure should be operated at all times, it is not possible to patch a vulnerability even though find vulnerability. This paper suggest the advanced cyber security modeling characteristic during the life cycle of the critical infrastructure and can be prevented.

Recognition or Enforcement of Arbitral Awards under the German Civil Procedure Act (독일민사소송법상 외국중재판정의 승인 및 집행 - 「독일민사소송법」 제1061조를 중심으로 -)

  • Sung, Joon-Ho
    • Journal of Arbitration Studies
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    • v.29 no.2
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    • pp.107-132
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    • 2019
  • The arbitration procedure, which is a private trial, does not have a separate enforcement agency. Therefore, unless a party consents to the arbitration award and voluntarily fulfills the award, its execution is accomplished through the implementation of the national court. In particular, the decision in the foreign arbitration procedure will be refused or rejected for the arbitration award in case the proceedings of the law and procedure on which the judgment is based are caused by inconsistency with the domestic law or procedural defect. However, all foreign arbitration awards generally do not have to go through the approval process, and it will come into force with the arbitration award. In the case of Germany in the revision of the German Civil Procedure Act of 1996, the main provisions of the New York Convention concerning the ratification and enforcement of arbitration proceedings are reflected. Germany provides for the arbitration procedures in the arbitration proceedings of Book 10 of the Civil Procedure Act. Particularly, with Article 1061 in Book 10 Section 8 below, the approval and enforcement of foreign arbitrators shall be governed. Article 1061 has been referred to as "The New York Convention on the Recognition and Enforcement of Foreign Jurisdictions," Article 5 (1). The main reasons for approval and enforcement rejection are: (1) Reason for the acceptance or refusal of enforcement by request of the parties: Reason for failure of subjective arbitration ability, invalidation of arbitration agreement, collapse of attack or defense method, dispute not included in arbitration agreement, (2) Reasons for the approval and enforcement of arbitration considered by the competent authority of the arbitrator: violation of objective arbitration ability, violation of public order, but not based on the default of German statute.

Cyber Weapon Model for the National Cybersecurity (국가사이버안보를 위한 사이버무기 모델 연구)

  • Bae, Si-Hyun;Park, Dae-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.2
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    • pp.223-228
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    • 2019
  • Recently, the United States has been trying to strengthen its cybersecurity by upgrading its position as an Unified Combatant Command that focuses on the Cyber Command in the United States, strengthening operations in cyberspace, and actively responding to cyber threats. Other major powers are also working to strengthen cyber capabilities, and they are working to strengthen their organization and power. The world demands economic power for its own interests rather than its own borders. But Cyber World is a world without borders and no defense. Therefore, a cyber weapon system is necessary for superiority in cyberspace (defense, attack) for national cybersecurity. In this paper, we analyze operational procedures for cyber weapons operation. And we design cyber weapons to analyze and develop the best cyber weapons to lead victory in cyberwarfare. It also conducts cyber weapons research to solve the confrontation between Cyber World.

Systems Engineering Approach to develop the FPGA based Cyber Security Equipment for Nuclear Power Plant

  • Kim, Jun Sung;Jung, Jae Cheon
    • Journal of the Korean Society of Systems Engineering
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    • v.14 no.2
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    • pp.73-82
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    • 2018
  • In this work, a hardware based cryptographic module for the cyber security of nuclear power plant is developed using a system engineering approach. Nuclear power plants are isolated from the Internet, but as shown in the case of Iran, Man-in-the-middle attacks (MITM) could be a threat to the safety of the nuclear facilities. This FPGA-based module does not have an operating system and it provides protection as a firewall and mitigates the cyber threats. The encryption equipment consists of an encryption module, a decryption module, and interfaces for communication between modules and systems. The Advanced Encryption Standard (AES)-128, which is formally approved as top level by U.S. National Security Agency for cryptographic algorithms, is adopted. The development of the cyber security module is implemented in two main phases: reverse engineering and re-engineering. In the reverse engineering phase, the cyber security plan and system requirements are analyzed, and the AES algorithm is decomposed into functional units. In the re-engineering phase, we model the logical architecture using Vitech CORE9 software and simulate it with the Enhanced Functional Flow Block Diagram (EFFBD), which confirms the performance improvements of the hardware-based cryptographic module as compared to software based cryptography. Following this, the Hardware description language (HDL) code is developed and tested to verify the integrity of the code. Then, the developed code is implemented on the FPGA and connected to the personal computer through Recommended Standard (RS)-232 communication to perform validation of the developed component. For the future work, the developed FPGA based encryption equipment will be verified and validated in its expected operating environment by connecting it to the Advanced power reactor (APR)-1400 simulator.

Recovery-Key Attacks against TMN-family Framework for Mobile Wireless Networks

  • Phuc, Tran Song Dat;Shin, Yong-Hyeon;Lee, Changhoon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.6
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    • pp.2148-2167
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    • 2021
  • The proliferation of the Internet of Things (IoT) technologies and applications, especially the rapid rise in the use of mobile devices, from individuals to organizations, has led to the fundamental role of secure wireless networks in all aspects of services that presented with many opportunities and challenges. To ensure the CIA (confidentiality, integrity and accessibility) security model of the networks security and high efficiency of performance results in various resource-constrained applications and environments of the IoT platform, DDO-(data-driven operation) based constructions have been introduced as a primitive design that meet the demand of high speed encryption systems. Among of them, the TMN-family ciphers which were proposed by Tuan P.M., Do Thi B., etc., in 2016, are entirely suitable approaches for various communication applications of wireless mobile networks (WMNs) and advanced wireless sensor networks (WSNs) with high flexibility, applicability and mobility shown in two different algorithm selections, TMN64 and TMN128. The two ciphers provide strong security against known cryptanalysis, such as linear attacks and differential attacks. In this study, we demonstrate new probability results on the security of the two TMN construction versions - TMN64 and TMN128, by proposing efficient related-key recovery attacks. The high probability characteristics (DCs) are constructed under the related-key differential properties on a full number of function rounds of TMN64 and TMN128, as 10-rounds and 12-rounds, respectively. Hence, the amplified boomerang attacks can be applied to break these two ciphers with appropriate complexity of data and time consumptions. The work is expected to be extended and improved with the latest BCT technique for better cryptanalytic results in further research.

A Method to Enhance the Security of ZKIP with Weak Keys and Its Application (약한 키를 가지는 대화식 영지식 증명의 안전성 강화 방법과 그 응용)

  • 양대헌
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.12 no.1
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    • pp.33-42
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    • 2002
  • We present a systematic way to armor a zero-knowledge interactive proof based identification scheme that has badly chosen keys. Keys are sometimes mistakenly chosen to be weak(neither random nor long), and a weak key is often preferred to a strong key so that it might be easy for human to remember. Weak keys severely degrade the security of ZKIP based identification schemes. We show using off-line guessing attack how the weak key threats the security of ZlKIP based identification schemes. For the proper usage of ZKIP, we introduce a specialized form of ZKIP, which has a secret coin-tossing stage. Using the secret coin tossing, a secure framework is proposed for ZKIP based identification schemes with weak key in the ideal cipher model. The framework is very useful in password based authentication and key exchange protocol

RFID Mutual Authentication Protocol Providing Improved Privacy and Resynchronization (개선된 프라이버시와 재동기화를 제공하는 RFID 상호인증 프로토콜)

  • Kim, Young-Jae;Jeon, Dong-Ho;Kwon, Hye-Jin;Kim, Soon-Ja
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.20 no.2
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    • pp.57-72
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    • 2010
  • Hash based RFID protocols proposed by Ha and M.Burmester is a scheme that tag's ID is updated using hash function to provide forward secrecy after session end. But this protocols have a problem both privacy and efficiency. This paper analyze a problem for privacy to apply a privacy game model proposed by Vaudenay. we analyze the cause that these scheme is difficult with tag's cheap implementation and efficient resynchronization. To solve these problems, we proposed a new hash based mutual authentication protocol which apply only two protocol's advantages. this protocols is based of resynchronization algorithm for Ha et al.'s protocol and added a new simple counter to record the numner of continuous desynchronization between tag and reader secret informations. this counter is more simple than cyclic counter proposed by M. Burmester's protocol. Also, we prove that proposal protocol improve a privacy against a privacy attack which is executed for Ha and M. Burmester's protocols.

Development of an intelligent edge computing device equipped with on-device AI vision model (온디바이스 AI 비전 모델이 탑재된 지능형 엣지 컴퓨팅 기기 개발)

  • Kang, Namhi
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.5
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    • pp.17-22
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    • 2022
  • In this paper, we design a lightweight embedded device that can support intelligent edge computing, and show that the device quickly detects an object in an image input from a camera device in real time. The proposed system can be applied to environments without pre-installed infrastructure, such as an intelligent video control system for industrial sites or military areas, or video security systems mounted on autonomous vehicles such as drones. The On-Device AI(Artificial intelligence) technology is increasingly required for the widespread application of intelligent vision recognition systems. Computing offloading from an image data acquisition device to a nearby edge device enables fast service with less network and system resources than AI services performed in the cloud. In addition, it is expected to be safely applied to various industries as it can reduce the attack surface vulnerable to various hacking attacks and minimize the disclosure of sensitive data.