AI Agents Gone Rogue? Build, Defend & Attack AI-Enabled Apps • Katie Paxton-Fear • YOW! 2025 @GOTO-
AI Agents Gone Rogue? Build, Defend & Attack AI-Enabled Apps • Katie Paxton-Fear • YOW! 2025  @GOTO-
Uploaded August 2026 | Updated September 2026, 2 weeks ago
This presentation was recorded at YOW! 2025. #GOTOcon #YOW
yowcon.com

Katie Paxton-Fear - Occasional Bug Bounty Hunter and Educational YouTuber @InsiderPhD

ORIGINAL TALK TITLE
AI Agents Gone Rogue? Building, Defending & Attacking AI-Enabled Apps • Katie Paxton-Fear

RESOURCES
https://bsky.app/profile/insider.phd
twitter.com/InsiderPhD
github.com/InsiderPhD
linkedin.com/in/katiepf
https://insider.phd

Links
xbow.com/blog/xbow-akamai-cloudtest-xxe

ABSTRACT
The rise of AI agents promises a new era of automation and intelligence, but what happens when these powerful entities are weaponised?

This talk dives into the chilling reality of "hackbots", the sinking of vibe coded apps and ship-it mentality and the iceberg that is the emerging AI attack surface, that we are only just seeing the tip of. If you feel overwhelmed about AI security and you’re not sure where to even begin with AI agents, this talk will cover everything you need to know about how AI agents are being employed, hacked and exploited with real examples of real attacks, vulnerabilities and issues. [...]

TIMECODES
00:00 Intro
02:54 What are Al agents?
04:51 How do AI agents work?
06:56 Making agentic Al work
07:40 Agenda: What happens when AI agents don't follow the script?
08:19 1. Socially engineering agents
13:47 2. Hacking agentic frameworks
16:49 3. Malicious agents in the loop
20:53 4. Al as the accidental insider
24:57 5. Hackbots
28:58 6. The future?
30:47 Outro

Read the full abstract here:
yowcon.com/brisbane-2025/sessions/3910

RECOMMENDED BOOKS
Katharine Jarmul • Practical Data Privacy • amzn.to/3OafC3m
Adib Saikali & Laurentiu Spilca • Software Security for Developers • amzn.to/4aPhqu0
Liz Rice • Container Security • amzn.to/3oU4iJe
Aaron Parecki • OAuth 2.0 Simplified • amzn.to/2A3IMOf

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AI Agents Gone Rogue? Build, Defend & Attack AI-Enabled Apps • Katie Paxton-Fear • YOW! 2025

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