BSidesLuxembourg 2026

The challenges of AI-as-a-Service logging
2026-05-08 , IFEN room 2, Workshops and AI Security Village (Building D)

AI-as-a-Service adoption is surging, yet 90% of it is unmanaged 'Shadow AI,' leaving organizations exposed to novel threats like the OWASP LLM Top 10. This session dives into the critical gap in current AI logging platforms and APIs, detailing why traditional security controls fail and offering a path to centralized visibility for effective detection and response.


LLM logs are a subset of API logs, but they come from 2 different perspectives - client-side logs and server-side logs.
Add to that challenge that most logs aren't really designed for security analysis perspectives, and it becomes hard to know what to do and how to do it.
Note - I gave a version of this talk at fwd:CloudSec North America 2025. https://www.youtube.com/watch?v=AccsDqmHPdU&list=PLCPCP1pNWD7M-hHBOymDR5vkPib0tkZd9&index=18


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Jeremy is the founder and CEO of FireTail, an end-to-end AI security platform. Prior to FireTail, Jeremy worked in M&A at Rapid7, a global cyber leader, where he worked on the acquisitions of 3 companies during the pandemic. Jeremy previously led sales at DivvyCloud, one of the earliest cloud security posture management companies, and also led AWS sales in southeast Asia. Jeremy started his career with 13 years in cyber and IT operations. Jeremy has an MBA from Mason, a BA in computational linguistics from UNC, and has completed additional studies in Finland at Aalto University. Jeremy speaks 5 languages and has lived in 5 countries.

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