A Survey on Cyber Security Threats

Gulshan, None; Chauhan, Sansar Singh

doi:10.1109/ictai53825.2021.9673184

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What Is Cybersecurity?1

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“…The adversaries use several types of cyber-attacks extracting meaningful information thus damaging the ongoing business processes. The cyber-attacks can be classified in two categories: Passive attacks and Active attacks [9]. a) A passive attack can be described as an attempt made by the adversary to gain access to the victim's information only rather than modifying it.…”

Section: What Is Cybersecurity?mentioning

confidence: 99%

A Cybersecurity Framework Using Machine Learning for Red Team Operators

Singh¹

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As the use of online services increases, so does the risk of compromised personal data. In response, organizations deploy blue and red teams to protect their networks from cyberattacks. While numerous solutions exist for supporting blue team efforts, there is a lack of equivalent support for red teams. This thesis proposes a real-time framework designed to assist red teams in their tasks, automating redundant tasks and suggesting potential network vulnerabilities. The framework also offers integration of machine learning algorithms for predicting probable attack paths. Moreover, we evaluate a Hidden Markov Model algorithm on a network and evaluate the performance of the framework.

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Section: What Is Cybersecurity?mentioning

confidence: 99%

A Cybersecurity Framework Using Machine Learning for Red Team Operators

Singh¹

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A Survey on Cyber Security Threats

Cited by 1 publication

References 36 publications

A Cybersecurity Framework Using Machine Learning for Red Team Operators

A Cybersecurity Framework Using Machine Learning for Red Team Operators

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