Another talk announcement for BSides Luxembourg!

🤖📊 𝗪𝗛𝗘𝗡 𝗟𝗟𝗠𝗦 𝗦𝗨𝗠𝗠𝗔𝗥𝗜𝗭𝗘 𝗦𝗘𝗖𝗨𝗥𝗜𝗧𝗬 𝗙𝗜𝗡𝗗𝗜𝗡𝗚𝗦: 𝗧𝗛𝗘 𝗧𝗥𝗔𝗗𝗘𝗢𝗙𝗙𝗦 𝗬𝗢𝗨 𝗖𝗔𝗡’𝗧 𝗜𝗚𝗡𝗢𝗥𝗘 – Andrey Lukashenkov ⚖️

Turning hundreds of security findings into a clean summary sounds easy—until the output is incomplete, inconsistent, or just confidently wrong.

This talk breaks down what really happens when you rely on LLMs for security summarization. From prompt design and input shaping to model selection and evaluation, it reveals the hidden “control knobs” that directly impact accuracy, reliability, and cost. Instead of guesswork, you’ll learn a structured, repeatable way to experiment, measure, and build summaries you can actually trust.

Andrey Lukashenkov works across product, revenue, and research at Vulners, focusing on vulnerability intelligence, prioritization, and turning complex security data into actionable insights for real-world use.

📅 Conference Dates: 6–8 May 2026 | 09:00–18:00
📍 14, Porte de France, Esch-sur-Alzette, Luxembourg
🎟️ Tickets: https://2026.bsides.lu/tickets/
📅 Schedule Link: https://pretalx.com/bsidesluxembourg-2026/schedule/
👉 Browse sessions, track talks in real time, and plan your schedule on Hacker Tracker: https://hackertracker.app/schedule?conf=BSIDESLUX2026

#BSidesLuxembourg2026 #AISecurity #LLM #AppSec #VulnerabilityManagement #CyberSecurity #AI