Simulation framework for practical cyber security training in the public service

Veronika, Deák

doi:10.35467/sdq/132026

Cited by 2 publications

(1 citation statement)

References 5 publications

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“…The results demonstrate that AI achieves high levels of precision and recall in generating cybersecurity data. This is consistent with previous research highlighting AI's ability to create high-quality and relevant data [48]. Accuracy in data generation is essential to ensure that security systems are trained with reliable information that is representative of real threats.…”

Section: Discussionsupporting

confidence: 88%

Developing a Cybersecurity Training Environment through the Integration of OpenAI and AWS

Villegas-Ch,

Govea,

Ortiz-Garces

2024

Applied Sciences

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Cybersecurity is a critical concern in today’s digital age, where organizations face an ever-evolving cyber threat landscape. This study explores the potential of leveraging artificial intelligence and Amazon Web Services to improve cybersecurity practices. Combining the capabilities of OpenAI’s GPT-3 and DALL-E models with Amazon Web Services infrastructure aims to improve threat detection, generate high-quality synthetic training data, and optimize resource utilization. This work begins by demonstrating the ability of artificial intelligence to create synthetic cybersecurity data that simulates real-world threats. These data are essential for training threat detection systems and strengthening an organization’s resilience against cyberattacks. While our research shows the promising potential of artificial intelligence and Amazon Web Services in cybersecurity, it is essential to recognize the limitations. Continued research and refinement of AI models are needed to address increasingly sophisticated threats. Additionally, ethical and privacy considerations must be addressed when employing AI in cybersecurity practices. The results support the notion that this collaboration can revolutionize how organizations address cyber challenges, delivering greater efficiency, speed, and accuracy in threat detection and mitigation.

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Section: Discussionsupporting

confidence: 88%

Developing a Cybersecurity Training Environment through the Integration of OpenAI and AWS

Villegas-Ch,

Govea,

Ortiz-Garces

2024

Applied Sciences

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Introduction to the Special Issue "Non-military aspects of security in the changing international order"

Lizak¹,

Zajączkowski²,

Kołodziejczak³

2021

Security and Defence Quarterly

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S afety is the fundamental value in the system of the needs of individuals, states, groups, and social systems. With reference to an existential dimension of a given subject's being, it means the certainty of its survival and existence. It can be considered both as a factor determining the state of a subject at a specified time or over a longer period of time (the processual dimension) and, in the latter, it refers to the durability of the subject's existence as well as its ability to survive and develop in a determined, subject-specific external environment. Safety as a category that describes the state of a subject means not only the lack of threats to its existence and functioning, but also assumes that there is a possibility that available measures exist for the subject to ensure the persistence of such a state, alternatively conducive to its change in a positive direction.In social sciences, the category of safety is mainly an analytical one that is broadly used in security studies and in political and administrative studies. The fundamental unit the said category refers to is a state which is the subject of analyses of the foregoing scientific disciplines. As part of a sub-discipline that includes the study of international relations, significant time is dedicated to international systems on top of the security analyses that https://securityandefence.pl/

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Simulation framework for practical cyber security training in the public service

Cited by 2 publications

References 5 publications

Developing a Cybersecurity Training Environment through the Integration of OpenAI and AWS

Developing a Cybersecurity Training Environment through the Integration of OpenAI and AWS

Introduction to the Special Issue "Non-military aspects of security in the changing international order"

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