• 제목/요약/키워드: Data encryption

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Homomorphic Encryption as End-to-End Solution for Smart Devices

  • Shanthala, PT;Annapurna, D;Nittala, Sravanthi;Bhat, Arpitha S;Aishwarya, Aishwarya
    • International Journal of Computer Science & Network Security
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    • 제22권6호
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    • pp.57-62
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    • 2022
  • The recent past has seen a tremendous amount of advancement in the field of Internet of Things (IoT), allowing the influx of a variety of devices into the market. IoT devices are present in almost every aspect of our daily lives. While this increase in usage has many advantages, it also comes with many problems, including and not limited to, the problem of security. There is a need for better measures to be put in place to ensure that the users' data is protected. In particular, fitness trackers used by a vast number of people, transmit important data regarding the health and location of the user. This data is transmitted from the fitness device to the phone and from the phone onto a cloud server. The transmission from device to phone is done over Bluetooth and the latest version of Bluetooth Light Energy (BLE) is fairly advanced in terms of security, it is susceptible to attacks such as Man-in-the-Middle attack and Denial of Service attack. Additionally, the data must be stored in an encrypted form on the cloud server; however, this proves to be a problem when the data must be decrypted to use for running computations. In order to ensure protection of data, measures such as end-to-end encryption may be used. Homomorphic encryption is a class of encryption schemes that allow computations on encrypted data. This paper explores the application of homomorphic encryption for fitness trackers.

Efficient and Secure Certificateless Proxy Re-Encryption

  • Liu, Ya;Wang, Hongbing;Wang, Chunlu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권4호
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    • pp.2254-2275
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    • 2017
  • In this paper, we present an IND-CCA2 secure certificateless proxy re-encryption scheme in the random oracle model. A certificateless public key cryptography simplifies the certificate management in a traditional public key infrastructure and the built-in key escrow feature in an identity-based public key cryptography. Our scheme shares the merits of certificateless public key encryption cryptosystems and proxy re-encryption cryptosystems. Our certificateless proxy re-encryption scheme has several practical and useful properties - namely, multi-use, unidirectionality, non-interactivity, non-transitivity and so on. The security of our scheme bases on the standard bilinear Diffie-Hellman and the decisional Bilinear Diffie-Hellman assumptions.

암호화와 감사 로깅에서 보안 요건 정의 연구 (A Study of Definition of Security Requirements on Encryption and Audit Logging)

  • 신성윤;이강호
    • 한국컴퓨터정보학회논문지
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    • 제19권9호
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    • pp.85-91
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    • 2014
  • 암호화란 정보를 의미를 알 수 없는 암호문으로 변환하여 불법적인 방법에 의해 데이터가 손실되거나 변경되는 것을 방지하는 방법이다. 감사 로깅이란 사용자의 활동, 예외사항, 정보보안사건에 대한 감사 로그를 생성하고, 조사와 접근통제 감시 지원을 위하여 일정 기간 동안 보존하는 것이다. 본 논문에서는 암호화에서는 중요 정보의 전송 또는 저장 시 정보의 기밀성과 무결성을 보장하여야 한다는 것을 제시한다. 암호화는 단방향 및 양방향 암호화를 적용하며 암호화 키는 안전성이 보장되어야 한다는 것도 제시한다. 또한, 감사 로그에서 부인 방지를 위해 모든 전자 금융 거래 관련 내역은 로깅 및 보관되어야 한다는 것도 제시한다. 그리고 어플리케이션 접속로그 및 중요 정보에 대한 조회 및 사용 내역은 로깅 및 검토되어야 한다는 것도 제시하도록 한다. 본 논문에서는 암호화 및 로그 감사에 관한 실제 예를 들어 설명하도록 하여 안전한 데이터 전송과 주기적인 검토가 이루어지도록 하였다.

AES 기반 화이트박스 암호 기법의 지연 시간과 연산량 분석 (Analysis of Latency and Computation Cost for AES-based Whitebox Cryptography Technique)

  • 이진민;김소연;이일구
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.115-117
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    • 2022
  • 화이트박스 암호 기법은 암호 키 정보를 소프트웨어 기반 암호화 알고리즘에 섞어 암호 키의 노출을 막는 방식이다. 화이트박스 암호 기법은 허가되지 않은 역공학 분석으로 메모리에 접근하여 기밀 데이터와 키를 유추하기 어렵게 만들어서 종래의 하드웨어 기반의 보안 암호화 기법을 대체하는 기술로 주목받고 있다. 하지만, 암복호화 과정에서 연산 결과와 암호 키를 숨기기 위해 크기가 큰 룩업테이블을 사용하기 때문에 암복호 속도가 느리고, 메모리 사이즈가 커지는 문제가 발생한다. 특히 최근 저가, 저전력, 경량의 사물인터넷 제품들은 제한된 메모리 공간과 배터리 용량 때문에 화이트박스 암호을 적용하기 어렵다. 또한, 실시간 서비스를 지원해야 하는 네트워크 환경에서는 화이트박스 암호의 암복호화 속도로 인해 응답 지연 시간이 증가하여 통신 효율이 열화된다. 따라서 본 논문에서는 S.Chow가 제안한 AES 기반 화이트박스(WBC-AES)를 사용하여 속도와 메모리 요구조건을 만족할 수 있는지 실험 결과를 토대로 분석한다.

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반복적인 위상 랩핑 방법을 이용한 실질적인 암호화 및 복호화 시스템 (Practical Encryption and Decryption System using Iterative Phase Wrapping Method)

  • 서동환;이성근;김윤식
    • Journal of Advanced Marine Engineering and Technology
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    • 제32권6호
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    • pp.955-963
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    • 2008
  • In this paper, we propose an improved practical encryption and fault-tolerance decryption method using a non-negative value key and random function obtained with a white noise by using iterative phase wrapping method. A phase wrapping operating key, which is generated by the product of arbitrary random phase images and an original phase image. is zero-padded and Fourier transformed. Fourier operating key is then obtained by taking the real-valued data from this Fourier transformed image. Also the random phase wrapping operating key is made from these arbitrary random phase images and the same iterative phase wrapping method. We obtain a Fourier random operating key through the same method in the encryption process. For practical transmission of encryption and decryption keys via Internet, these keys should be intensity maps with non-negative values. The encryption key and the decryption key to meet this requirement are generated by the addition of the absolute of its minimum value to each of Fourier keys, respectively. The decryption based on 2-f setup with spatial filter is simply performed by the inverse Fourier transform of the multiplication between the encryption key and the decryption key and also can be used as a current spatial light modulator technology by phase encoding of the non-negative values. Computer simulations show the validity of the encryption method and the robust decryption system in the proposed technique.

ON MULTI-AUTHORITY CIPHERTEXT-POLICY ATTRIBUTE-BASED ENCRYPTION

  • Muller, Sascha;Katzenbeisser, Stefan;Eckert, Claudia
    • 대한수학회보
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    • 제46권4호
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    • pp.803-819
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    • 2009
  • In classical encryption schemes, data is encrypted under a single key that is associated with a user or group. In Ciphertext-Policy Attribute-Based Encryption(CP-ABE) keys are associated with attributes of users, given to them by a central trusted authority, and data is encrypted under a logical formula over these attributes. We extend this idea to the case where an arbitrary number of independent parties can be present to maintain attributes and their corresponding secret keys. We present a scheme for multi-authority CP-ABE, propose the first two constructions that fully implement the scheme, and prove their security against chosen plaintext attacks.

2-step Phase-shifting Digital Holographic Optical Encryption and Error Analysis

  • Jeon, Seok-Hee;Gil, Sang-Keun
    • Journal of the Optical Society of Korea
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    • 제15권3호
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    • pp.244-251
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    • 2011
  • We propose a new 2-step phase-shifting digital holographic optical encryption technique and analyze tolerance error for this cipher system. 2-step phase-shifting digital holograms are acquired by moving the PZT mirror with phase step of 0 or ${\pi}$/2 in the reference beam path of the Mach-Zehnder type interferometer. Digital hologram with the encrypted information is Fourier transform hologram and is recorded on CCD camera with 256 gray-level quantized intensities. The decryption performance of binary bit data and image data is analyzed by considering error factors. One of the most important errors is quantization error in detecting the digital hologram intensity on CCD. The more the number of quantization error pixels and the variation of gray-level increase, the more the number of error bits increases for decryption. Computer experiments show the results to be carried out encryption and decryption with the proposed method and the graph to analyze the tolerance of the quantization error in the system.

An Effective Encryption Algorithm for 3D Printing Model Based on Discrete Cosine Transform

  • Pham, Ngoc-Giao;Moon, Kwnag-Seok;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • 한국멀티미디어학회논문지
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    • 제21권1호
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    • pp.61-68
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    • 2018
  • In this paper, we present an effective encryption algorithm for 3D printing models in the frequency domain of discrete cosine transform to prevent illegal copying, access in the secured storage and transmission. Facet data of 3D printing model is extracted to construct a three by three matrix that is then transformed to the frequency domain of discrete cosine transform. The proposed algorithm is based on encrypting the DC coefficients of matrixes of facets in the frequency domain of discrete cosine transform in order to generate the encrypted 3D printing model. Experimental results verified that the proposed algorithm is very effective for 3D printing models. The entire 3D printing model is altered after the encryption process. The proposed algorithm is provide a better method and more security than previous methods.

Development of Efficient Encryption Scheme on Brain-Waves Using Five Phase Chaos Maps

  • Kim, Jung-Sook;Chung, Jang-Young
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제16권1호
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    • pp.59-63
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    • 2016
  • Secondary damage to the user is a problem in biometrics. A brain-wave has no shape and a malicious user may not cause secondary damage to a user. However, if user sends brain-wave signals to an authentication system using a network, a malicious user could easily capture the brain-wave signals. Then, the malicious user could access the authentication system using the captured brain-wave signals. In addition, the dataset containing the brain-wave signals is large and the transfer time is long. However, user authentication requires a real-time processing, and an encryption scheme on brain-wave signals is necessary. In this paper, we propose an efficient encryption scheme using a chaos map and adaptive junk data on the brain-wave signals for user authentication. As a result, the encrypted brain-wave signals are produced and the processing time for authentication is reasonable in real-time.

Selective Encryption Algorithm Using Hybrid Transform for GIS Vector Map

  • Van, Bang Nguyen;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • Journal of Information Processing Systems
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    • 제13권1호
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    • pp.68-82
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    • 2017
  • Nowadays, geographic information system (GIS) is developed and implemented in many areas. A huge volume of vector map data has been accessed unlawfully by hackers, pirates, or unauthorized users. For this reason, we need the methods that help to protect GIS data for storage, multimedia applications, and transmission. In our paper, a selective encryption method is presented based on vertex randomization and hybrid transform in the GIS vector map. In the proposed algorithm, polylines and polygons are focused as the targets for encryption. Objects are classified in each layer, and all coordinates of the significant objects are encrypted by the key sets generated by using chaotic map before changing them in DWT, DFT domain. Experimental results verify the high efficiency visualization by low complexity, high security performance by random processes.