The OWASP LLM Top 10 has a few surprises for you
Source: YouTube · IBM Technology · published Aug 12, 2026 · 28:56
BLUF: The 2026 OWASP Top 10 for LLMs highlights excessive agency as a critical risk, urging defenders to treat AI agents as privileged identities and focus on cyber resilience rather than perfect security. 2:15
Key Takeaways:
• Excessive agency has risen to the third most critical risk, as AI agents now take actions that can cause significant damage if not treated like privileged identities. 1:51
• The OWASP list should serve as a framework for tabletop exercises to test detection, containment, and reconstruction capabilities, rather than a mere compliance checklist. 0:40
• There is a discrepancy between practitioner concerns and incident data; for example, prompt injection is feared but rarely reported in databases due to successful defenses, while misinformation incidents are underreported but dangerous when acted upon by agents. 6:50
• CISA’s new SBOM guidance requires deeper dependency coverage, but organizations must operationalize this data for risk management instead of treating it as a static inventory. 13:22
• Black Hat 2026 revealed "intent collusion," where attackers manipulate AI agents to believe malicious actions align with user goals, turning trusted autonomous systems into the primary threat. 22:52
Closing Statement: The industry is facing an identity crisis regarding AI agents, necessitating a shift from building unbreakable models to creating resilient systems that can withstand inevitable breaches. 11:03
Sources:
- 0:40 Discussion on using OWASP Top 10 for tabletop exercises rather than compliance checklists.
- 1:51 Analysis of excessive agency rising to the third spot in the OWASP list.
- 2:15 Comparison of AI agents to privileged accounts and the need for identity management.
- 6:50 Explanation of discrepancies between practitioner priorities and actual incident data.
- 11:03 Project leads' advice to build systems around flawed models rather than trying to make them unfoolable.
- 13:22 Overview of CISA's new SBOM guidance requiring deeper dependency coverage.
- 22:52 Description of "intent collusion" and how attackers manipulate AI agent behavior.
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First 800 characters of the transcript
The 2026 OWASP Top 10 for LLM applications is here. Panel, what stuck out to you
about this edition of the list? Seth, we'll start with you. Prompt injection is still number one,
which is no surprise to me, but overly permissioned agents
jumping way up is something that I think is extremely important, and happy
to see that it got the credit it deserves. My takeaway isn't really calling out
one thing in particular. I think what it's looking at for me
is how it's able to give us as defenders, a common language for AI risk, but I would warn not to treat this as another
compliance checklist. Like, I'll probably get into it later, but
I would say use it as a tabletop, right? If one of these attacks happened tomorrow,
could you detect it? Could you contain it,
and could you reconstruct what the …