Red Teaming with Artificial Intelligence-Driven Cyberattacks: A Scoping Review
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Abstract (arXiv)
The progress of artificial intelligence (AI) has made sophisticated methods available for cyberattacks and red team activities. These AI attacks can automate the process of penetrating a target or collecting sensitive data. The new methods can also accelerate the execution of the attacks. This review article examines the use of AI technologies in cybersecurity attacks. It also tries to describe typical targets for such attacks. We employed a scoping review methodology to analyze articles and identify AI methods, targets, and models that red teams can utilize to simulate cybercrime. From the 470 records screened, 11 were included in the review. Various cyberattack methods were identified, targeting sensitive data, systems, social media profiles, passwords, and URLs. The application of AI in cybercrime to develop versatile attack models presents an increasing threat. Furthermore, AI-based techniques in red team use can provide new ways to address these issues.
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References · 5
- 2018The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigationcited by 165
- 2023Spear Phishing With Large Language Modelscited by 52
- 2024The Shadow of Fraud: The Emerging Danger of AI-powered Social Engineering and its Possible Curecited by 5
- 2016Unethical Research: How to Create a Malevolent Artificial Intelligencecited by 2
- 2023A Systematic Review of Machine Learning Enabled Phishingcited by 1
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