2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)最新文献_第6页

Performance Analysis of Stego Images Detection Using Shallow Denoising Autoencoders 基于浅去噪自编码器的隐写图像检测性能分析

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772180

D. Progonov

{"title":"Performance Analysis of Stego Images Detection Using Shallow Denoising Autoencoders","authors":"D. Progonov","doi":"10.1109/PICST54195.2021.9772180","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772180","url":null,"abstract":"Early detection of sensitive information leakage in communication systems is topical task today. This requires usage of advanced statistical processing methods for detection negligible changes of cover files, such as digital images, caused by message hiding. One of promising approaches for solving the task is learning an appropriate representation of cover and formed stego images that is sensitive to data embedding. This approach is widely used in modern stegdetectors based on utilization of convolutional neural networks. Achieving of high detection accuracy by stegdetector requires usage deep convolutional networks, whose computation-intensive re-train procedure limits fast adaptation to unknown embedding methods. For overcoming this limitation, we propose to use special types of neural networks, namely autoencoders that provides fast adaptation to changes of inputted data by preserving high restoration accuracy. The work is devoted to performance analysis of usage shallow denoising autoencoders for detection of stego images formed by advanced embedding methods. It is revealed that considered networks allows improving detection accuracy up to 1.5%-2% for the most difficult case of small cover image payload (less than 10%).","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114866273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Evaluation of the Consistency Between the Network's Characteristics and the Video Data Traffic in Computer Systems 计算机系统中网络特性与视频数据流量的一致性评价

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772220

O. Tymochko, P. Open’ko, V. Larin

{"title":"Evaluation of the Consistency Between the Network's Characteristics and the Video Data Traffic in Computer Systems","authors":"O. Tymochko, P. Open’ko, V. Larin","doi":"10.1109/PICST54195.2021.9772220","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772220","url":null,"abstract":"The current computer networks state is characterized by high growth rates of the volumes of information circulating in them, an increase in the number of users and the expansion of the provided services. However, the development speed of the consumer segment significantly exceeds the equipment functionality of modern networks. It leads to the inability to provide all applications with the required throughput. Therefore, the issues of improving existing and developing new technologies for processing data streams for transmission in computer networks are still relevant. The problem of up-to-date video delivery with controlled loss of quality in computer networks lies in several aspect levels. One of which includes the relevance for the practice of reconciling the variable video stream intensity and the dynamically available network characteristics. On the one hand, the variables are the structural and semantic characteristics of the video frames. This leads to variable values of the compressed video stream intensity. On the other hand, the variables are the characteristics of the network itself. This is due to network heterogeneity, load unevenness, network switching nodes, dynamically changing number of network users and their service needs.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131924582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Introduction of Private LTE Networks to Provide Specific Communication Tasks in Various Spheres of Society and the State 引入专用LTE网络，为社会和国家的各个领域提供特定的通信任务

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772142

I. Shostko, A. Tevyashev, O. Zemlyaniy, Yuliia Kulia

引用次数: 0

WHS Cost Function for Generating S-boxes 生成s盒的WHS代价函数

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772133

A. Kuznetsov, N. Poluyanenko, S.O. Kandii, Yu. S. Zaichenko, D. Prokopovich-Tkachenko, Tatiana Katkova

{"title":"WHS Cost Function for Generating S-boxes","authors":"A. Kuznetsov, N. Poluyanenko, S.O. Kandii, Yu. S. Zaichenko, D. Prokopovich-Tkachenko, Tatiana Katkova","doi":"10.1109/PICST54195.2021.9772133","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772133","url":null,"abstract":"Nonlinear substitution boxes (S-boxes) use in most modern symmetric cryptoalgorithms. They are designed to mix input data and take the essential part in ensuring resistance against known cryptoanalytic attacks (differential, linear, algebraic and other methods of cryptoanalysis). However, the random formation of nonlinear substitutions with the required rates is an extremely complex mathematical problem. We observe the heuristic techniques of S-boxes informed search, in particular, we consider the cost function used in most known algorithms (eg, local search, gradient lift, annealing simulation, genetic search, etc.). The purpose of our research is to determine the specific parameters of the heuristic function, which on the one hand do not reduce the degree of awareness of search nodes, and on the other hand do not require significant computational costs. We investigate the influence of individual parameters on the value of the cost function and on the complexity of its calculation. We also provide specific recommendations for the formation of parameters for the heuristic search of S-boxes.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132391720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Security-Oriented Bankruptcy Management as a Basis for Ensuring the Enterprises Competitiveness: Information and Analytical Tool and Counteracting Crime (Legal Aspect) 安全破产管理是保障企业竞争力的基础:信息分析工具与打击犯罪(法律层面)

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772179

N. Kuzmynchuk, O. Zyma, Olga Shayturo, T. Kutsenko, O. Terovanesova

{"title":"Security-Oriented Bankruptcy Management as a Basis for Ensuring the Enterprises Competitiveness: Information and Analytical Tool and Counteracting Crime (Legal Aspect)","authors":"N. Kuzmynchuk, O. Zyma, Olga Shayturo, T. Kutsenko, O. Terovanesova","doi":"10.1109/PICST54195.2021.9772179","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772179","url":null,"abstract":"It was undertaken the researches, the actualization of which is aimed at the substantiating scientific and practical and methodological approaches to security-oriented management of machine building enterprises in the context of the formation and implementation of information and analytical toolkit for bankruptcy diagnosis and counteracting crime (legal aspect). With the help of the methods of the logical generalization and system analysis it is substantiated the theoretical and methodical recommendations for the formation and realization of approaches to bankruptcy diagnostics of machine building enterprises of security management in the conditions of uncertainty and negative influence of the factors of external and internal environment which increases riskiness of activity. It is identified the expediency of using fuzzy modeling technology to bankruptcy probability of machine-building enterprises by applying the regression function of affiliation which allows for a qualitative diagnosis of the financial condition of the enterprise and to develop the strategic management measures aimed at maintaining financial stability, solvency and increasing competitiveness and enterprises competitiveness. The methodical approach to the estimation and forecasting of bankruptcy probability is substantiated forming the information and analytical toolkit of maintenance of security management process of the enterprises and allows to direct administrative efforts on the decision of the revealed problem spheres of activity and threats and timely identification of weak links in the process of diagnosing bankruptcy which is reinforced by the imperfect regulatory framework in the field of ensuring of the enterprises bankruptcy.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"366 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116562657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Improved Mathematical Model for Interpretation of Satellite Imagery 卫星图像解译的改进数学模型

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772162

H. Khudov, I. Khizhnyak, D. Misiuk, N. Shamrai, V. Chepurnyi, Igor Ruban, O. Makoveichuk, Vladyslav Khudov, I. Butko

引用次数: 1

Deep Learning Approach for Short-Term Forecasting Trend Movement of Stock Indeces 股票指数趋势走势短期预测的深度学习方法

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772235

V. Derbentsev, Vitalii Bezkorovainyi, Marina Silchenko, Andrii V. Hrabariev, Oksana Pomazun

引用次数: 1

Analysis of Performance in Docker Net deployed in AWS cloud 部署在AWS云中Docker Net的性能分析

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772184

O. Romanov, Volodymyr Mankivskyi, L. Veres, Ivan Saychenko

引用次数: 1

Quality of Education and Socio-Economic Development: Decision Making Approach for Assessing System Performance 教育质量与社会经济发展:评估系统绩效的决策方法

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772207

I. Volk, A. Artyukhov, T. Vasylieva, Vita Hordiienko

引用次数: 2

Blob-Based Cell Counting Accuracy for Medical Applications 医疗应用中基于 Blob 的细胞计数精度

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/picst54195.2021.9772200

V. Baliar, Katya Mokriak, O. Mazurkiewicz

引用次数: 0