Differences in AI/ML/DL presented at BSidesGreenville 2020

by Bien Nguyen,

Summary : Machine learning is a big step forward in combatting cyberattacks but is still no silver bullet. Many traditional cybersecurity solutions available today are causing huge operational challenges as they are not adequately fighting against today’s complex and sophisticated threats. Detection and response-based solutions are no longer sufficient as damage can already be done while waiting for the execution of an attack. Executives and security leaders need to start adopting a preventative approach to cybersecurity, which is made possible through Deep Learning.Fortunately, AI technologies are advancing, and deep learning is proven to be the most effective cybersecurity solution, resulting in unmatched prevention rates with proven lowest false positive rates. As you evaluate new technologies for your organization, understand the differences and benefits of AI/ML/DL.