• Title/Summary/Keyword: information security system

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A study on machine learning-based defense system proposal through web shell collection and analysis (웹쉘 수집 및 분석을 통한 머신러닝기반 방어시스템 제안 연구)

  • Kim, Ki-hwan;Shin, Yong-tae
    • Journal of Internet Computing and Services
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    • v.23 no.4
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    • pp.87-94
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    • 2022
  • Recently, with the development of information and communication infrastructure, the number of Internet access devices is rapidly increasing. Smartphones, laptops, computers, and even IoT devices are receiving information and communication services through Internet access. Since most of the device operating environment consists of web (WEB), it is vulnerable to web cyber attacks using web shells. When the web shell is uploaded to the web server, it is confirmed that the attack frequency is high because the control of the web server can be easily performed. As the damage caused by the web shell occurs a lot, each company is responding to attacks with various security devices such as intrusion prevention systems, firewalls, and web firewalls. In this case, it is difficult to detect, and in order to prevent and cope with web shell attacks due to these characteristics, it is difficult to respond only with the existing system and security software. Therefore, it is an automated defense system through the collection and analysis of web shells based on artificial intelligence machine learning that can cope with new cyber attacks such as detecting unknown web shells in advance by using artificial intelligence machine learning and deep learning techniques in existing security software. We would like to propose about. The machine learning-based web shell defense system model proposed in this paper quickly collects, analyzes, and detects malicious web shells, one of the cyberattacks on the web environment. I think it will be very helpful in designing and building a security system.

Design and Implementation of a new XML-Signcryption scheme to protect the XML document (XML 문서 보안을 위한 새로운 XML-Signcryption scheme 설계 및 구현)

  • Han, Myung-Jin;Lee, Young-Kyung;Shin, Jung-Hwa;Rhee, Kyung-Hyung
    • The KIPS Transactions:PartC
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    • v.10C no.4
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    • pp.405-412
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    • 2003
  • As the XML is approved standard language by the UN, the progress which complemented the XML security has being processed rapidly. In this paper, we design and implement the "XML-Signcryption" as a security mechanism to protect the XML document that can operate between other platforms. The signature and encryption which is the standard specification in W3C needs to be able to proceed them separately. Generally the signature and encryption require four times modular exponential operation, however the signcryption only needed three times modular exponential operation. This will benefit overall system effectiveness in terms of cost. And this scheme offers to convenient the user, because the signature and encryption implement as a single XML format. This tool can save the parsing time as a number of tags is few within a document. And also, in this paper, based on a research of Web Services security, we can apply XML-Signcryption to the SOAP message to provide the security services. Based on the XML-Signcryption scheme which provides confidentiality, integrity, authentication and non-repudiation to the XML document and Web Service security simultaneously.

Multimodal layer surveillance map based on anomaly detection using multi-agents for smart city security

  • Shin, Hochul;Na, Ki-In;Chang, Jiho;Uhm, Taeyoung
    • ETRI Journal
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    • v.44 no.2
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    • pp.183-193
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    • 2022
  • Smart cities are expected to provide residents with convenience via various agents such as CCTV, delivery robots, security robots, and unmanned shuttles. Environmental data collected by various agents can be used for various purposes, including advertising and security monitoring. This study suggests a surveillance map data framework for efficient and integrated multimodal data representation from multi-agents. The suggested surveillance map is a multilayered global information grid, which is integrated from the multimodal data of each agent. To confirm this, we collected surveillance map data for 4 months, and the behavior patterns of humans and vehicles, distribution changes of elevation, and temperature were analyzed. Moreover, we represent an anomaly detection algorithm based on a surveillance map for security service. A two-stage anomaly detection algorithm for unusual situations was developed. With this, abnormal situations such as unusual crowds and pedestrians, vehicle movement, unusual objects, and temperature change were detected. Because the surveillance map enables efficient and integrated processing of large multimodal data from a multi-agent, the suggested data framework can be used for various applications in the smart city.

A PERFORMANCE IMPROVEMENT OF ANEL SCHEME THROUGH MESSAGE MAPPING AND ELLIPTIC CURVE CRYPTOGRAPHY

  • Benyamina Ahmed;Benyamina Zakarya
    • International Journal of Computer Science & Network Security
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    • v.23 no.3
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    • pp.169-176
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    • 2023
  • The vehicular ad hoc network (VANET) is currently an important approach to improve personal safety and driving comfort. ANEL is a MAC-based authentication scheme that offers all the advantages of MAC-based authentication schemes and overcomes all their limitations at the same time. In addition, the given scheme, ANEL, can achieve the security objectives such as authentication, privacy preservation, non-repudiation, etc. In addition, our scheme provides effective bio-password login, system key update, bio-password update, and other security services. Additionally, in the proposed scheme, the Trusted Authority (TA) can disclose the source driver and vehicle of each malicious message. The heavy traffic congestion increases the number of messages transmitted, some of which need to be secretly transmitted between vehicles. Therefore, ANEL requires lightweight mechanisms to overcome security challenges. To ensure security in our ANEL scheme we can use cryptographic techniques such as elliptic curve technique, session key technique, shared key technique and message authentication code technique. This article proposes a new efficient and light authentication scheme (ANEL) which consists in the protection of texts transmitted between vehicles in order not to allow a third party to know the context of the information. A detail of the mapping from text passing to elliptic curve cryptography (ECC) to the inverse mapping operation is covered in detail. Finally, an example of application of the proposed steps with an illustration

Construction of Truss Bridge Database for 3-D Shape and Structural Analysis Information by using ISO10303 Application Protocols (ISO10303 응용프로토콜을 이용한 트러스교의 3차원 형상 및 해석정보 데이터베이스 구축)

  • Lim, Seung-Wan;Kim, Bong-Geun;Kim, Hyo-Jin;Lee, Sang-Ho
    • Journal of Korean Society of societal Security
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    • v.2 no.1
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    • pp.81-89
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    • 2009
  • A web-based information management system to share engineering data of truss bridge is developed through construction of standardized database of truss bridge. 3D shape information is stored in database according to AP 203 of STEP, and 3D visualization on the web is implemented by using the web 3D technology that helps users to understand geometrical shape of structures, directly. AP209 is used to store structural analysis information such as finite elements, material properties, and analysis result into relational database. Based on the developed database, a prototype of integrated information management system for truss bridge is developed, and it provides additional information such as specifications and inspection information related with shape object to end users.

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A Legal and Technical Analysis for Establishing Privacy Policies on Artificial Intelligence Systems (인공지능 시스템에서 개인정보 처리방침 수립을 위한 법적·기술적 요구사항 분석 연구)

  • Ju-Hyun Jeon;Kyung-Hyune Rhee
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.34 no.5
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    • pp.1115-1133
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    • 2024
  • With the rapid development of AI technology, AI systems are increasingly collecting, processing, and utilizing personal information in large quantities. As a result, transparency and accountability of personal information processing by AI systems, ensuring the rights of information subjects, and minimizing the risk of personal information infringement are becoming important issues. However, the existing privacy policy only discloses the personal information processing in general, and there is no privacy policy for AI systems. In order to solve these problems, In response to the implementation of the privacy policy evaluation system in accordance with the revision of the Personal Information Protection Act, we propose a new AI system privacy policy establishment and disclosure for personal in the design, development and operation of AI system. This study is expected to play a complementary role to the regulations on the right of data subjects to request an explanation and exercise the right of refusal for automated decisions under the current Personal Information Protection Act.

Design and Implementation of a Client Mail Security System for Secure Mail Exchange using Public Key Infrastructure (공개키 기반 구조에서 안전한 메일 전송을 위한 클라이언트 메일 보안 시스템 설계 및 구현)

  • 정창렬;고진광
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.1
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    • pp.149-157
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    • 2003
  • Recently, the Internet enhanced by development of IT makes the processing and exchanging of information, As the Internet is sending and receiving digitized documents over the Internet e-mail system. The security of document information is being threated when exchanging digitized documents over an open network such as the Internet. The degree of threat is even higher when sensitive documents are involved Therefore, in this paper, the secure e-mail system on a client is designed and implemented in order to make secure exchanging of digitized documents. By using the public key infrastructure in which encrypted mail transmission, proof of delivery and integrity of the message are garanted, unauthorized manipulation, illegal acquisition and mutual authentication problem can be prevented in order to secure the document information which is crucial and sensible when exchanging the digitized document over the Internet. Futhenmore, by using the SET protocol based on public key cryptography, the secure mail system is designed and implemented in order for the users not having any professional knowledge to deal with the system easily and friendly in GUI environment.

Study on the Korea Information System of Criminal Justice Services (형사사법정보시스템(KICS)의 활용실태 및 개선방안)

  • Shin, Sung Shik
    • Convergence Security Journal
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    • v.15 no.4
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    • pp.141-147
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    • 2015
  • KICS is intended to facilitate the computerization of the criminal justice process and realize a quick and transparent criminal justice process. Thus, it has been operating in the field of criminal justice by establishing criminal justice portal for the empowerment of the people. While in 2008 the opposition by the Court concerns the independent function of the judiciary and privacy violations presented in conjunction with its own operating system between the judiciary and other institutions. KICS improve office productivity by creating documents in a single criminal justice agencies to reduce costs, and costs of document exchange between criminal justice agencies. Secondly, the decision-making process is simplified by using the electronic documentation system and speed up, bind and document handling procedures ranging from preserving documents received are reduced dramatically contribute to the competitiveness of the organization through business improvement. Third, The use of an electronic document stored in the information is easy, and it is possible to easily access a variety of information can facilitate the realization of an open state by smoothly to provide information about the people. Finally, KICS building a network of criminal legal systems to maximize the benefits and the electronic integration effect it is being evaluated to improve the overall efficiency of the criminal legal system.

Design of Efficient Hacking Prevention Systems Using a Smart Card (스마트카드 기반의 효율적인 해킹 방지 시스템 설계)

  • 황선태;박종선
    • Journal of Information Technology Applications and Management
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    • v.11 no.2
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    • pp.179-190
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    • 2004
  • This paper describes the design of hacking prevention systems using a smart card. It consists of two parts, i.e., PC authentication and Keyboard-buffer hacking prevention. PC authentication function is a procedure to handle the access control to the target PC. The card's serial number is used for PIN(Personal Identification Number) and is converted into hash-code by SHA-1 hash-function to verify the valid users. The Keyboard-buffer hacking prevention function converts the scan codes into the encoded forms using RSA algorithm on the Java Card, and puts them into the keyboard-buffer to protect from illegal hacking. The encoded information in the buffer is again decoded by the RSA algorithm and displayed on the screen. in this paper, we use RSA_PKCS#1 algorithm for encoding and decoding. The reason using RSA technique instead of DES or Triple-DES is for the expansion to multi-functions in the future on PKI. Moreover, in the ubiquitous computing environment, this smart card security system can be used to protect the private information from the illegal attack in any computing device anywhere. Therefore, our security system can protect PC user's information more efficiently and guarantee a legal PC access authority against any illegal attack in a very convenient way.

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Design of RCNC(Random Connection Node Convolutional) Code with Security Property (비화 특성을 가진 RCNC(Random Connection Node Convolutional) 부호 기법의 설계)

  • Kong, Hyung-Yun;Cho, Sang-Bock;Lee, Chang-Hee
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.12
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    • pp.3944-3951
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    • 2000
  • In this paper, we propose the new FEC(Forward Error Correction) code method, so called RCNC(Random Connection Node Convolutional) code with security property. Recently, many wireless communication systems, which can prouide integrated semices of various media types and hil rales, are required to haue the ability of secreting information and error correclion. This code system is a kind qf conuolulional code, but it Ius various code formats as each node is connected differently. And systems hy using RCNC codes haue all. ability of error correction as well as information protection. We describe the principle of operating RCNC codes, including operation examples. In this paper, we also show the peiformance of BER(Bit Error Rate) and verify authority of network system with computer simulation.

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