The recent rapid advancements in Artificial Intelligence (AI) and Machine Learning (ML) have prompted executive orders from the current United States administration regarding AI model development. The race for AI and ML models has clearly officially begun with over 60 percent of businesses today believing AI technology will improve customer relationships according to Forbes. Additionally, industry leaders such as Principal SANS instructor Jorge Orchilles have explored high level discussions of ChatGPT for offensive security. For red team operators in the trenches, it poses a unique challenge and a lucrative opportunity. Given the security application landscape, can offensive security professional stay ahead of AI and ML? This talk will holistically examine the integration of AI and ML to enhance Red Teaming methodologies, starting with a brief history of red teaming, including the evolution of various roles within the team. We will continue our journey by focusing on how the integrations of AI and ML into offensive strategies have enhanced the MITRE ATT&CK framework by using ML for target acquisition. The audience will get key practical takeaways of how to incorporate AI and ML technologies into the many attack vectors scene throughout an engagement. In conclusion, the presentation aims to deliver valuable insights into the evolution of red teaming and the transformative potential of AI and ML in this field. Attendees will gain a thorough understanding of the cutting-edge methodologies in red teaming and how they can harness AI and ML to bolster their cybersecurity strategies.
SANS HackFest Summit 2023
Enhancing Red Teaming with AI and ML
John Rodriguez, Senior Offensive Security Researcher
View upcoming Summits: www.sans.org/u/DuS
Негізгі бет Enhancing Red Teaming with AI and ML
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