• Title/Summary/Keyword: Privacy-preserving

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A Framework for Time Awareness System in the Internet of Things (사물인터넷에서 시각 정보 관리 체계)

  • Hwang, Soyoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1069-1073
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    • 2016
  • The Internet of Things (IoT) is the interconnection of uniquely identifiable embedded computing devices within the existing Internet infrastructure. IoT is expected to offer advanced connectivity of devices, systems, and services that goes beyond machine-to-machine communications and covers a variety of protocols, domains, and applications. Key system-level features that IoT needs to support can be summarized as device heterogeneity, scalability, ubiquitous data exchange through proximity wireless technologies, energy optimized solutions, localization and tracking capabilities, self-organization capabilities, semantic interoperability and data management, embedded security and privacy-preserving mechanisms. Time information is a critical piece of infrastructure for any distributed system. Time information and time synchronization are also fundamental building blocks in the IoT. The IoT requires new paradigms for combining time and data. This paper reviews conventional time keeping mechanisms in the Internet and presents issues to be considered for combining time and data in the IoT.

Applying Polite level Estimation and Case-Based Reasoning to Context-Aware Mobile Interface System (존대등분 계산법과 사례기반추론을 활용한 상황 인식형 모바일 인터페이스 시스템)

  • Kwon, Oh-Byung;Choi, Suk-Jae;Park, Tae-Hwan
    • Journal of Intelligence and Information Systems
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    • v.13 no.3
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    • pp.141-160
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    • 2007
  • User interface has been regarded as a crucial issue to increase the acceptance of mobile services. In special, even though to what extent the machine as speaker communicates with human as listener in a timely and polite manner is important, fundamental studies to come up with these issues have been very rare. Hence, the purpose of this paper is to propose a methodology of estimating politeness level in a certain context-aware setting and then to design a context-aware system for polite mobile interface. We will focus on Korean language for the polite level estimation simply because the polite interface would highly depend on cultural and linguistic characteristics. Nested Minkowski aggregation model, which amends Minkowski aggregation model, is adopted as a privacy-preserving similarity evaluation for case retrieval under distributed computing environment such as ubiquitous computing environment. To show the feasibility of the methodology proposed in this paper, simulation-based experiment with drama cases has performed to show the performance of the methodology proposed in this paper.

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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.

A Key Distribution Protocol for Secure Multicasting in Large Dynamic Groups (대규모 동적 그룹에서 안전한 멀티캐스트를 위한 키 분배 프로토콜)

  • Kim, Tae-Yeon;Kim, Young-Kyoon
    • The KIPS Transactions:PartC
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    • v.9C no.4
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    • pp.597-604
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    • 2002
  • Changing group key is necessary for the remaining members when a new member joins or a member leaves the group in multicast communications. It is required to guarantee perfect forward and backward confidentiality. Unfortunately, in large groups with frequent membership changes, key changes become the primary bottleneck for scalable group. In this paper, we propose a novel approach for providing efficient group key distribution in large and dynamic groups. Unlike existing secure multicast protocols, our protocol is scalable to large groups because both the frequency and computational overhead of re-keying is determined by the size of a subgroup instead of the size of the whole group, and offers mechanism to prevent the subgroup managers with group access control from having any access to the multicast data that are transfered by sender. It also provides security service for preserving privacy in wireless computing environments.

Fair Private Matching with Semi-Trusted Third Party (STTP를 활용한 공평한 비밀 매칭)

  • Kim, E-Yong;Hong, Jeong-Dae;Cheon, Jung-Hee;Park, Kun-Soo
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.4
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    • pp.446-450
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    • 2008
  • Private Matching is the problem of computing the intersection of private datasets of two parties without revealing their own datasets. Freedman et al.[1] introduced a solution for the problem, where only one party gets private matching. When both parties want to get private matching simultaneously, we can consider the use of Kissner and Song[2]'s method which is a privacy-preserving set intersection with group decryption in multi-party case. In this paper we propose new protocols for fair private matching. Instead of group decryption we introduce a Semi-Trusted Third Party for fairness. We also propose an update procedure without restarting the PM protocol.

A (k,t,n) verifiable multi-secret sharing scheme based on adversary structure

  • Li, Jing;Wang, Licheng;Yan, Jianhua;Niu, Xinxin;Yang, Yixian
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.12
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    • pp.4552-4567
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    • 2014
  • A (n,t,n) secret sharing scheme is to share a secret among n group members, where each member also plays a role of a dealer,and any t shares can be used to recover the secret. In this paper, we propose a strong (k,t,n) verifiable multi-secret sharing scheme, where any k out of n participants operate as dealers. The scheme realizes both threshold structure and adversary structure simultaneously, and removes a trusted third party. The secret reconstruction phase is performed using an additive homomorphism for decreasing the storage cost. Meanwhile, the scheme achieves the pre-verification property in the sense that any participant doesn't need to reveal any information about real master shares in the verification phase. We compare our proposal with the previous (n,t,n) secret sharing schemes from the perspectives of what kinds of access structures they achieve, what kinds of functionalities they support and whether heavy storage cost for secret share is required. Then it shows that our scheme takes the following advantages: (a) realizing the adversary structure, (b) allowing any k out of n participants to operate as dealers, (c) small sized secret share. Moreover, our proposed scheme is a favorable candidate to be used in many applications, such as secure multi-party computation and privacy preserving data mining, etc.

Combination Key Generation Scheme Robust to Updates of Personal Information (결합키 생성항목의 갱신에 강건한 결합키 생성 기법)

  • Jang, Hobin;Noh, Geontae;Jeong, Ik Rae;Chun, Ji Young
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.32 no.5
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    • pp.915-932
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    • 2022
  • According to the Personal Information Protection Act and Pseudonymization Guidelines, the mapping is processed to the hash value of the combination key generation items including Salt value when different combination applicants wish to combine. Example of combination key generation items may include personal information like name, phone number, date of birth, address, and so on. Also, due to the properties of the hash functions, when different applicants store their items in exactly the same form, the combination can proceed without any problems. However, this method is vulnerable to combination in scenarios such as address changing and renaming, which occur due to different database update times of combination applicants. Therefore, we propose a privacy preserving combination key generation scheme robust to updates of items used to generate combination key even in scenarios such as address changing and renaming, based on the thresholds through probabilistic record linkage, and it can contribute to the development of domestic Big Data and Artificial Intelligence business.

Privacy-preserving Proptech using Domain Adaptation in Metaverse (메타버스 내 원격 부동산 중계 시스템을 위한 부동산 매물 영상 내 민감정보 삭제 기술)

  • Junho Kim;Jinhong Kim;Byeongjun Kang;Jaewon Choi;Jihoon Kim;Dongwoo Kang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2022.11a
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    • pp.187-190
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    • 2022
  • 본 논문은 메타버스 등 인공지능 연계 증강/가상현실 부동 중계 플랫폼에서 부동산 영상 기반 매물 소개 시스템 구축에서 사생활 및 개인정보가 영상에 담기게 될 수 있는 위험이 존재하기에 부동산 영상 내의 개인정보 및 민감 정보를 인공지능 기술을 기반으로 검출하여 삭제해주고 복원해주는 인공지능 기술 연구개발을 목표로 하였다. 한국형 부동산 내 민감 object 를 정의하고, 최신 인공지능 딥러닝 기술 기반 민감 object detection 알고리즘을 연구 개발하며, 영상에서 삭제된 부분은 인공지능 기술을 기반으로 물체가 없는 실제 공간영상으로 복원해주는 영상복원 기술도 연구 개발하였다. 한국형 부동산 환경 (영상 촬영 조도, 디스플레이 스타일, 주변 가구 배치 등)에 맞는 인공지능 모델 구축을 위하여, 자체적으로 한국 영상 database 구축 및 Transfer learning for target domain adaptation 을 진행하였다. 제안된 알고리즘은 일반적인 환경에서 98%의 정확도와 challenge 환경에서 (occlusion 빛 반사, 저조도 등) 81%의 정확도를 보였다. 본 기술은 Proptech 분야에서 주목받고 있는 메타버스 기반 온라인 중계 서비스 기술을 활성화하기 위하여 기획되었으며, 특히 메타버스 부동산 중계 플랫폼의 활성화를 위하여 사생활 보호 측면에서 필요한 중요 기술을 인공지능 기술을 활용하여 연구 개발하였다.

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User Authentication Protocol preserving Enhanced Anonymity and Untraceability for TMIS

  • Mi-Og Park
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.10
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    • pp.93-101
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    • 2023
  • In this paper, as a result of analyzing the TMIS authentication protocol using ECC and biometric information proposed by Chen-Chen in 2023, there were security problems such as user impersonation attack, man-in-the-middle attack, and user anonymity. Therefore, this paper proposes an improved authentication protocol that provides user anonymity to solve these problems. As a result of analyzing the security of the protocol proposed in this paper, it was analyzed to be secure for various attacks such as offline password guessing attack, user impersonation attack, smart-card loss attack, insider attack, perfect forward attack. It has also been shown to provided user privacy by guaranteeing user anonymity and untraceability, which must be guaranteed in TMIS. In addition, there was no significant increase in computational complexity, so the efficiency of execution time was achieved. Therefore, the proposed protocol in this paper is a suitable user authentication protocol for TMIS.

Analysis of Data Encryption Mechanisms for Searchable Encryption (검색가능 암호시스템을 위한 데이터 암호기법의 문제점 분석)

  • Son, Junggab;Yang, Yu-Jin;Oh, Heekuck;Kim, Sangjin
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.9
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    • pp.79-89
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    • 2013
  • Recently, the need for outsourcing sensitive data has grown due to the wide spreading of cost-effective and flexible cloud service. However, there is a fundamental concern in using such service since users have to trust external servers. Therefore, searchable encryption can be a very valuable tool to meet the security requirements of data outsourcing. However, most of work on searchable encryption focus only on privacy preserving search function and relatively lacks research on encryption mechanism used to actually encrypt data. Without a suitable latter mechanism, searchable encryption cannot be deployed in real world cloud services. In this paper, we analyze previously used and possible data encryption mechanisms for multi-user searchable encryption system and discuss their pros and cons. Our results show that readily available tools such as broadcast encryption, attribute-based encryption, and proxy re-encryption do not provide suitable solutions. The main problem with existing tools is that they may require separate fully trusted servers and the difficulty in preventing collusion attacks between outsiders and semi-trusted servers.