One Fake Password Is Worth More Than 10,000 Alerts
Modern security teams are drowning in alerts while attackers increasingly automate reconnaissance and exploitation. This Ignite explores why a well-placed honeypot assets can provide a higher-confidence signal than thousands of traditional security alerts, especially against the AI-powered attacks
Security teams have become exceptionally good at generating alerts.
Attackers have become exceptionally good at generating noise.
As AI-powered tooling lowers the cost of reconnaissance and exploitation, defenders face an uncomfortable reality: more detection does not always mean better detection.
This talk argues that high-confidence signals matter more than ever.
Using examples from honeypots, canary credentials, decoy files, and deception techniques, we’ll explore why a single interaction with a fake secret can provide more actionable intelligence than thousands of low-confidence alerts.
Rather than asking what an attacker could do, deception technologies focus on detecting what an attacker actually did.
The result is fewer alerts, higher confidence, and faster response.
Key Takeaways:
- Why alert volume is becoming a liability.
- How deception technologies work in modern environments.
- Why AI-assisted attacks increase the value of honeypots.
- The difference between exposure-based and intent-based detection.
- Practical ideas for implementing low-cost deception techniques.
Ilia Dubovskii is a Systems engineer and founder of Beamreach, a company focused on AI-powered DevSecOps automation. With more than 13 years of experience in cloud infrastructure, platform engineering, security, and operations, he has helped organizations design, migrate, secure, and operate large-scale systems in the Cloud and On-Premise
His current work explores how autonomous AI systems can safely participate in engineering workflows, with a particular focus on trust, observability, security boundaries, and human oversight. Drawing from both enterprise environments and startup experimentation, Ilia shares practical lessons on building systems that engineers can confidently rely on.
He lives in Portugal with his family and continues to divide his time between hands-on engineering, product development, and exploring the future of DevOps.