Using statistical traffic analysis to calculate the confidential means of information transmission
The article considers the modeling of security problems in the Internet as stochastic systems. This allows you to find flaws in existing security systems and offer new solutions. Studying the vulnerabilities of existing security tools can prevent cyber-attacks from taking advantage of weak systems....
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| Format: | Article |
| Language: | English |
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Ivan Kozhedub Kharkiv National Air Force University
2021-01-01
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| Series: | Наука і техніка Повітряних Сил Збройних Сил України |
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| Online Access: | https://journal-hnups.com.ua/index.php/nitps/article/view/503 |
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| _version_ | 1832570100830437376 |
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| author | Нух Таха Насіф |
| author_facet | Нух Таха Насіф |
| author_sort | Нух Таха Насіф |
| collection | DOAJ |
| description | The article considers the modeling of security problems in the Internet as stochastic systems. This allows you to find flaws in existing security systems and offer new solutions. Studying the vulnerabilities of existing security tools can prevent cyber-attacks from taking advantage of weak systems. New, flexible and adaptive security schemes are necessary for emerging security threats elimination. A hybrid network security scheme, including intrusion detection systems and baits, scattered throughout the network is proposed. This combines the advantages of two security technologies. Honeypot is an activity-based network security system that can be a logical addition to the passive detection policies used by the IDS. This integration forces us to balance the safety indicators compared to costs, planning the operation of the device for the proposed system. Formulation of planning problems as a decentralized partially observable Markov decision-making process (DEC-POMDP) allows to make decisions in a distributed manner on each device without the need of centralized management. |
| format | Article |
| id | doaj-art-d02ff2d113de4de6be28798b059bd59e |
| institution | Kabale University |
| issn | 2223-456X 2518-1505 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Ivan Kozhedub Kharkiv National Air Force University |
| record_format | Article |
| series | Наука і техніка Повітряних Сил Збройних Сил України |
| spelling | doaj-art-d02ff2d113de4de6be28798b059bd59e2025-02-02T17:22:59ZengIvan Kozhedub Kharkiv National Air Force UniversityНаука і техніка Повітряних Сил Збройних Сил України2223-456X2518-15052021-01-011(42,)11812510.30748/nitps.2021.42.15503Using statistical traffic analysis to calculate the confidential means of information transmissionНух Таха Насіф0AL-Nukhba University College, Baghdad, IraqThe article considers the modeling of security problems in the Internet as stochastic systems. This allows you to find flaws in existing security systems and offer new solutions. Studying the vulnerabilities of existing security tools can prevent cyber-attacks from taking advantage of weak systems. New, flexible and adaptive security schemes are necessary for emerging security threats elimination. A hybrid network security scheme, including intrusion detection systems and baits, scattered throughout the network is proposed. This combines the advantages of two security technologies. Honeypot is an activity-based network security system that can be a logical addition to the passive detection policies used by the IDS. This integration forces us to balance the safety indicators compared to costs, planning the operation of the device for the proposed system. Formulation of planning problems as a decentralized partially observable Markov decision-making process (DEC-POMDP) allows to make decisions in a distributed manner on each device without the need of centralized management.https://journal-hnups.com.ua/index.php/nitps/article/view/503security in the system, intrusion detection system, traffic analysis. |
| spellingShingle | Нух Таха Насіф Using statistical traffic analysis to calculate the confidential means of information transmission Наука і техніка Повітряних Сил Збройних Сил України security in the system, intrusion detection system, traffic analysis. |
| title | Using statistical traffic analysis to calculate the confidential means of information transmission |
| title_full | Using statistical traffic analysis to calculate the confidential means of information transmission |
| title_fullStr | Using statistical traffic analysis to calculate the confidential means of information transmission |
| title_full_unstemmed | Using statistical traffic analysis to calculate the confidential means of information transmission |
| title_short | Using statistical traffic analysis to calculate the confidential means of information transmission |
| title_sort | using statistical traffic analysis to calculate the confidential means of information transmission |
| topic | security in the system, intrusion detection system, traffic analysis. |
| url | https://journal-hnups.com.ua/index.php/nitps/article/view/503 |
| work_keys_str_mv | AT nuhtahanasíf usingstatisticaltrafficanalysistocalculatetheconfidentialmeansofinformationtransmission |