Development of tools for information protection of optical text recognition systems

Q3 Computer Science Radioelectronic and Computer Systems Pub Date : 2022-05-18 DOI:10.32620/reks.2022.2.13
K. Dergachov, L. Krasnov, Vladislav Bilozerskyi, Anatolii Zymovin
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引用次数: 0

Abstract

The subject of research. There has been studying a new universal method of information protection in optical text recognition systems when transmitting confidential data over open communication channels. This work develops the concept of creating a modern, simple and reliable method for protecting information during its transmission over communication channels, to determine the objective criteria for the quality of its work, to create a set of algorithms for implementing the proposed method and software for conducting experimental studies. The current work puts on the concept of creation of a simple and reliable current method for protecting information when passing it through communication channels, also to define the objective criteria for assessing the tool operation quality and to exercise the dedicated programs, which implement the proposed methods and developed algorithms. Based on the results of these studies, it must evaluate the practice effectiveness of the proposed method in terms of both the transmitted data coding/decoding reliability and the secrecy of the fact of special information transmission. Results. It is described the universal concept of producing and use of the contemporary methods of information protection in optical text recognition systems in a confidential data transmission over open communication channels. The main criteria for these systems performance quality are determined. A new combined method for encrypting transmitted messages using QR-codes with subsequent masking of the fact of data transmission by various methods of LSB-steganography is proposed. To conduct experimental studies, a text recognition program based on Tesseract OCR software version 4.0 was developed. The program in Python uses the recent resources of the OpenCV library. The dedicated software technique contributed to assessing the efficiency of the algorithms, which realized the transmitted data encryption and therefore communication links privacy. There are examples of the system operation and results of the software testing in modes of messages encoding for subsequent hidden transmission. Conclusion. The case studies acknowledge the high efficiency of the proposed method of confidential data protection when transmitting them via open networks. The technique can be taken as a basis for developing software aimed at protecting information in OCR systems offered by various manufacturers.
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光学文本识别系统信息保护工具的研制
研究的主题。光学文本识别系统在开放通信通道上传输机密数据时,一直在研究一种新的通用信息保护方法。这项工作提出了创建一种现代、简单和可靠的方法来保护信息在通过通信渠道传输过程中的概念,以确定其工作质量的客观标准,创建一套用于实施拟议方法的算法和用于进行实验研究的软件。目前的工作提出了创建一种简单可靠的当前方法的概念,用于在通过通信渠道传递信息时保护信息,还定义了评估工具操作质量的客观标准,并执行了实施所提出的方法和开发的算法的专用程序。基于这些研究结果,必须从传输数据编/解码可靠性和特殊信息传输事实的保密性两方面来评估所提出方法的实践有效性。结果。描述了在开放通信信道上机密数据传输的光学文本识别系统中,现代信息保护方法的产生和使用的普遍概念。确定了这些系统性能质量的主要标准。提出了一种利用qr码对传输信息进行加密的新组合方法,并通过各种lsb隐写方法对数据传输事实进行掩盖。为了进行实验研究,开发了基于Tesseract OCR软件4.0版本的文本识别程序。Python中的程序使用OpenCV库的最新资源。专用软件技术有助于评估算法的效率,实现了传输数据的加密,从而实现了通信链路的隐私。在后续隐藏传输的消息编码模式下,给出了系统运行的示例和软件测试的结果。结论。案例研究表明,在通过开放网络传输机密数据时,所提出的方法具有很高的效率。该技术可以作为开发旨在保护各种制造商提供的OCR系统中的信息的软件的基础。
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来源期刊
Radioelectronic and Computer Systems
Radioelectronic and Computer Systems Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
3.60
自引率
0.00%
发文量
50
审稿时长
2 weeks
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