• Title/Summary/Keyword: Security networks

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A DDoS attack Mitigation in IoT Communications Using Machine Learning

  • Hailye Tekleselase
    • International Journal of Computer Science & Network Security
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    • 제24권4호
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    • pp.170-178
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    • 2024
  • Through the growth of the fifth-generation networks and artificial intelligence technologies, new threats and challenges have appeared to wireless communication system, especially in cybersecurity. And IoT networks are gradually attractive stages for introduction of DDoS attacks due to integral frailer security and resource-constrained nature of IoT devices. This paper emphases on detecting DDoS attack in wireless networks by categorizing inward network packets on the transport layer as either "abnormal" or "normal" using the integration of machine learning algorithms knowledge-based system. In this paper, deep learning algorithms and CNN were autonomously trained for mitigating DDoS attacks. This paper lays importance on misuse based DDOS attacks which comprise TCP SYN-Flood and ICMP flood. The researcher uses CICIDS2017 and NSL-KDD dataset in training and testing the algorithms (model) while the experimentation phase. accuracy score is used to measure the classification performance of the four algorithms. the results display that the 99.93 performance is recorded.

Survivability Evaluation Model in Wireless Sensor Network using Software Rejuvenation

  • Parvin, Sazia;Thein, Thandar;Kim, Dong-Seong;Park, Jong-Sou
    • 융합보안논문지
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    • 제8권1호
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    • pp.91-100
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    • 2008
  • The previous works in sensor networks security have focused on the aspect of confidentiality, authentication and integrity based on cryptographic primitives. There has been no prior work to assess the survivability in systematic way. Accordingly, this paper presents a survivability model of wireless sensor networks using software rejuvenation for dual adaptive cluster head. The survivability model has state transition to reflect status of real wireless sensor networks. In this paper, we only focus on a survivability model which is capable of describing cluster head compromise in the networks and able to switch over the redundant cluster head in order to increase the survivability of that cluster. Second, this paper presents how to enhance the survivability of sensor networks using software rejuvenation methodology for dual cluster head in wireless sensor network. We model and analyze each cluster as a stochastic process based on Semi Markov Process (SMP) and Discrete Time Markov Chain (DTMC). The proof of example scenarios and numerical analysis shows the feasibility of our approach.

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Security Threats and Potential Security Requirements in 5G Non-Public Networks for Industrial Applications

  • Park, Tae-Keun;Park, Jong-Geun;Kim, Keewon
    • 한국컴퓨터정보학회논문지
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    • 제25권11호
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    • pp.105-114
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    • 2020
  • 본 논문에서는 산업 애플리케이션을 위한 5G Non-Public Network에서의 보안 이슈를 다룬다. 일반 대중에게 모바일 네트워크 서비스를 제공하는 공공 네트워크와는 달리, 5G Non-Public Network는 명확하게 정의된 사용자 조직이나 조직들의 그룹에게 5G 네트워크 서비스를 제공하며, 캠퍼스나 공장과 같이 사용자 조직이 지정한 영역 내에 구축된다. 본 논문의 주목적은 5G-ACIA (5G Alliance for Connected Industries and Automation)에서 제안한 네 가지 구축 모델에 따라 5G Non-Public Network가 이산 산업 및 공정 산업을 위하여 구축될 경우 고려되어야 할 보안 위협 및 잠재적 보안 요구사항을 도출하는 것이다. 본 논문의 범위를 명확하게 하기 위해 먼저 5G Non-Public Network에 적용할 보안 툴박스를 심층 방어 개념으로 표현한다. 일반적인 5G 이동통신 서비스와 관련된 보안 이슈는 본 논문의 범위에 포함되지 않는다. 그 다음, 산업 도메인에 5G-ACIA의 구축 모델을 적용할 때 고려해야 할 보안 이슈를 도출한다. 도출된 보안 이슈들은 세 가지 범주로 나뉘며 각각의 보안 이슈들은 개요, 보안 위협 및 잠재적 보안 요구사항의 순서로 서술된다.

SECURITY FRAMEWORK FOR VANET: SURVEY AND EVALUATION

  • Felemban, Emad;Albogamind, Salem M.;Naseer, Atif;Sinky, Hassan H.
    • International Journal of Computer Science & Network Security
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    • 제21권8호
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    • pp.55-64
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    • 2021
  • In the last few years, the massive development in wireless networks, high internet speeds and improvement in car manufacturing has shifted research focus to Vehicular Ad-HOC Networks (VANETs). Consequently, many related frameworks are explored, and it is found that security is the primary issue for VANETs. Despite that, a small number of research studies have taken into consideration the identification of performance standards and parameters. In this paper, VANET security frameworks are explored, studied and analysed which resulted in the identification of a list of performance evaluation parameters. These parameters are defined and categorized based on the nature of parameter (security or general context). These parameters are identified to be used by future researchers to evaluate their proposed VANET security frameworks. The implementation paradigms of security frameworks are also identified, which revealed that almost all research studies used simulation for implementation and testing. The simulators used in the simulation processes are also analysed. The results of this study showed that most of the surveyed studies used NS-2 simulator with a percentage of 54.4%. The type of scenario (urban, highway, rural) is also evaluated and it is found that 50% studies used highway urban scenario in simulation.

Advanced Information Security Management Evaluation System

  • Jo, Hea-Suk;Kim, Seung-Joo;Won, Dong-Ho
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권6호
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    • pp.1192-1213
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    • 2011
  • Information security management systems (ISMSs) are used to manage information about their customers and themselves by governments or business organizations following advances in e-commerce, open networks, mobile networks, and Internet banking. This paper explains the existing ISMSs and presents a comparative analysis. The discussion deals with different types of ISMSs. We addressed issues within the existing ISMSs via analysis. Based on these analyses, then we proposes the development of an information security management evaluation system (ISMES). The method can be applied by a self-evaluation of the organization and an evaluation of the organization by the evaluation committee. The contribution of this study enables an organization to refer to and improve its information security levels. The case study can also provide a business organization with an easy method to build ISMS and the reduce cost of information security evaluation.

A Model to Investigate the Security Challenges and Vulnerabilities of Cloud Computing Services in Wireless Networks

  • Desta Dana Data
    • International Journal of Computer Science & Network Security
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    • 제23권10호
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    • pp.107-114
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    • 2023
  • The study provides the identification of vulnerabilities in the security issues by Wireless Network. To achieve it the research focus on packet flow analysis, end to end data communication, and the security challenges (Cybercrime, insider threat, attackers, hactivist, malware and Ransomware). To solve this I have used the systematic literature review mechanisms and demonstrative tool namely Wireshark network analyzer. The practical demonstration identifies the packet flow, packet length time, data flow statistics, end- to- end packet flow, reached and lost packets in the network and input/output packet statics graphs. Then, I have developed the proposed model that used to secure the Wireless network solution and prevention vulnerabilities of the network security challenges. And applying the model that used to investigate the security challenges and vulnerabilities of cloud computing services is used to fulfill the network security goals in Wireless network. Finally the research provides the model that investigate the security challenges and vulnerabilities of cloud computing services in wireless networks

스마트 그리드 환경에서 시스템 ID를 이용한 지그비 인증 프로토콜에 관한 연구 (A study on Zigbee Authentication Protocol Using System IDs in Environments of Smart Grid)

  • 김경목;임송빈
    • 한국컴퓨터정보학회논문지
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    • 제16권4호
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    • pp.101-110
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    • 2011
  • 스마트 그리드 네트워크(Smart Grid Networks)는 기존의 전력망에 정보기술(IT)을 접목하여 전력 공급자와 소비자가 양방향으로 정보를 교환함으로써 에너지 효율을 최적화하는 차세대 지능형 전력망이다. 고압 전력망과 IT 영역에서 응용되고 있는 스마트 그리드 네트워크(Smart Grid Networks)는 정보의 도청이나, 비정상적 패킷의 유통, 메시지의 재사용등 데이터의 위 변조와같은외부의공격에쉽게노출되는환경에서동작함으로보안은필수적으로갖추어져야 하는 중요한 기능이다. 저전력, 초소형 저비용 장점을 갖는 Zigbee는 스마트 그리드 네트워크를 구현하는 최적의 기술로 주목 받고 있다. 그러나 Zigbee 보안 시스템에는 심각한 문제점들을 가지고 있다. 본 논문에서는 스마트 그리드의 Zigbee 보안 시스템이 가지고 있는 문제점들을 자세히 분석하고, 이를 해결하여 스마트 그리드에 적합한 보안 프로토콜을 새롭게 제안하고 그 효율성을 비교 분석한다.

통계적 여과기법에서 퍼지 규칙을 이용한 적응적 보안 경계 값 결정 방법 (An Adaptive Threshold Determining Method in Senor Networks using Fuzzy Logic)

  • 선청일;조대호
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2008년도 정보통신설비 학술대회
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    • pp.177-180
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    • 2008
  • There are many application areas of sensor networks, such as surveillance, hospital monitoring, and home network. These are dependent on the secure operation of networks, and will have serious outcome if the networks is injured. An adversary can inject false data into the network through the compromising node. Ye et al. proposed a statistical en-route filtering scheme (SEF) to detect such false data during forwarding process. In this scheme, it is important that the choice of the threshold value since it trades off security and overhead. This paper presents an adaptive threshold value determining method in the SEF using fuzzy logic. The fuzzy logic determines a security distance value by considering the situation of the network. The Sensor network is divided into several areas by the security distance value, it can each area to uses the different threshold value. The fuzzy based threshold value can reduce the energy consumption in transmitting.

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일반화된 Feistel 구조에 대한 중간 일치 공격 (Meet-in-the-Middle Attacks on Generalized Feistel Networks)

  • 성재철
    • 정보보호학회논문지
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    • 제27권6호
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    • pp.1261-1269
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    • 2017
  • 블록 암호 설계에서 Feistel 구조는 가장 널리 사용되는 구조 중의 하나이다. 또한 Feisel 구조를 확장하여 일반화한 Feistel 구조 역시 블록 암호 뿐 아니라 해쉬 함수에서도 널리 사용되는 구조이다. Feistel 구조의 구조적 안전성에 대한 다양한 분석 및 많은 연구가 진행되었다. 이 중 최근 Feistel 구조에 대한 중간 일치 공격은 Feistel 구조의 구조적 안전성을 가장 효과적으로 분석하는 방법 중 하나이다. 본 논문에서는 일반화된 Feistel 구조에 대한 중간 일치 공격에 대한 안전성을 분석한다.

A Robust Mutual Authentication Protocol for Wireless Sensor Networks

  • Chen, Tien-Ho;Shih, Wei-Kuan
    • ETRI Journal
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    • 제32권5호
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    • pp.704-712
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    • 2010
  • Authentication is an important service in wireless sensor networks (WSNs) for an unattended environment. Recently, Das proposed a hash-based authentication protocol for WSNs, which provides more security against the masquerade, stolen-verifier, replay, and guessing attacks and avoids the threat which comes with having many logged-in users with the same login-id. In this paper, we point out one security weakness of Das' protocol in mutual authentication for WSN's preservation between users, gateway-node, and sensor nodes. To remedy the problem, this paper provides a secrecy improvement over Das' protocol to ensure that a legal user can exercise a WSN in an insecure environment. Furthermore, by presenting the comparisons of security, computation and communication costs, and performances with the related protocols, the proposed protocol is shown to be suitable for higher security WSNs.