The battle against cyber threats is evolving. In episode 3 of "This is How We Do It," join Cortex Director David Savo as he interviews Billy Hewlett, the brilliant mind and Director of AI Research for Palo Alto Networks.
David and Billy discuss:
-The Explosive Growth of Malware: Discover how the number of unique malware strains has skyrocketed from millions to billions in just a decade.
-The Rise of Adversarial AI: Learn how attackers are using increasingly sophisticated techniques to evade detection, including machine learning-powered malware.
-Palo Alto Networks' AI-Powered Defense: See how machine learning models are embedded into products like firewalls, URL filtering, and more to block threats at lightning speed.
-Real-World Examples of AI in Action: Explore fascinating case studies, from detecting phishing scams with image recognition to thwarting advanced malware using behavioral analysis.
-The Future of AI in Cybersecurity: Get a glimpse into the ongoing arms race between AI-powered attackers and defenders, and how Palo Alto Networks is staying ahead of the curve.
Whether you're a security expert, a tech enthusiast, or simply curious about the future of cybersecurity, this video will inform and inspire you.
0:00 Intro
2:16 Growth in malware
2:52 How do AI inventions work in Palo Alto products?
3:56 How can a machine figure out if something is a phish?
5:50 Scaling AI
6:51 Attackers with a sense of humor (cloaking)
7:01 Beating evasion - move the ML from the Cloud to the firewall; from the firewall to the Cloud
8:13 What invention is Billy most proud of?
9:43 How do you train the ML?
10:31 Building a new model every day.
11:12 Are we still detonating files?
13:00 Fooling malware
14:36 When did phishing become a problem that humans could no longer fight without machine help?
16:01 Adversarial AI Are the machines leading the attacks?
#cybersecurity #cortexbypanw #ai #infosec #machinelearning #threatintelligence
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26 июл 2024
