SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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AI accelerates development, attacks and to some extent, just maybe, defense. Our new ISC "Skynet 1.0" sensor takes advantage of LLMs to better disguise itself, find answers to attacks faster and inform defense after about ongoing attacks.
Unlike some earlier proposed AI driven sensors, this one attempt to mitigate many of the disadvantages of AI, like high cost and energy use by facilitating cross learning between sensors and optimizing the use of local or "regional" models. No country for old men? It may kill us eventually but let's have some fun with it until it does.


Dr. Johannes Ullrich is the Dean of Research for SANS Technology Institute, a SANS Faculty Fellow, and founder of the Internet Storm Center (DShield.org) which provides a free analysis and warning service to thousands of Internet users and organizations.
Read more about Dr. Johannes Ullrich