June 2026
Intermediate
386 pages
8h 22m
English
Content preview from Agentic AI for Cybersecurity: Building Autonomous Defenders and AdversariesBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Chapter 8. Agentic Penetration Testing, Red Teaming, and Bug Bounties
You learned in earlier chapters that we are witnessing a significant set of changes of historical magnitude, transitioning from the era of automated scripting to the age of autonomous cognition. For decades, the offensive security industry (including penetration testing, red teaming, and bug bounty hunting) has relied on a "human-in-the-loop" model where automation served merely as a force multiplier for human expertise. Tools like scanners and exploit frameworks like Metasploit were static, requiring explicit direction and interpretation from humans. However, newer AI models with advanced orchestration frameworks has taken "Agentic AI" to the next level. We now have systems ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.