Machine self-learning applications in security systems

Jotsov, Vladimir

doi:10.1109/idaacs.2011.6072866

Cited by 5 publications

(2 citation statements)

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“…An arrangement of compromised strategies is explored in this study [27], to build information fine-tuning and self-learning mechanisms in an extensive variety of security frameworks. The anticipated self-learning strategies are amalgamated with other web/information extraction, abnormality location, factual techniques, and show new approaches in the advancement of mutual transformative frameworks.…”

Section: Comparative Study Of Defense Approaches In Current Scenariomentioning

confidence: 99%

“…Two noteworthy issues have been left out: 1) the capacity to foresee an occasion (an assault) proactively, and 2) enhancing the proactive segment by giving a criticism circle at whatever point the proactive or the responsive segment is finished up. Application Security [27] Self-learning strategies are consolidated with web/information mining, abnormalities identification and statistical methods.…”

Section: Reactive and Proactivementioning

confidence: 99%

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Challenges of Information Security in the Contemporary Cyber Threat Perception

2019

IJITEE

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Information security comprises advancements, methods and practices proposed to guarantee protection of system hubs, programs, information, data and system from hack assaults, modifications to data or unintended access. To repress cybercriminals from gaining access to system resources specifically sensitive data, it is fundamental for organizations and individuals to take necessary actions to preserve the confidentiality, integrity and availability of delicate data. Information security spreads complex strategies to safeguard not only data during transmission, but also data stored in the system even when the system is not connected to the internet. In other words, it encompasses security of both data at rest and data in transmission. Numerous strategies have been employed by the professionals to protect organizations and records from interlopers. To deal with malevolent projects, there are a great deal of "off the rack" just as tweaked items accessible in the market which additionally give ongoing barrier and security to the delicate and sensitive data. There is still absence of techniques on the most capable strategy to appear and execute tasks that can be accustomed to the activities taking place at real time. This paper focuses on looking into the present methodologies used to give digital security, and identify the various loopholes in the present situation

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Section: Comparative Study Of Defense Approaches In Current Scenariomentioning

confidence: 99%

Section: Reactive and Proactivementioning

confidence: 99%