SardineCon SF/2026

Learn More

La actualidad

by Sardine

Bienvenido al blog de Sardine. Tu recurso sobre lo que está pasando ahora y lo que viene después en fraude, pagos y riesgo.

An infographic illustrating how AI-powered polymorphic fraud attacks adapt to bypass a risk threshold, explaining why conventional fraud detection systems are overwhelmed.
Graphic titled 'Five Things We Learned Building Fraud AI'. A 5-step spiral staircase illustrates failure points for production-ready AI: Narrow Agents, Over-Suspicion, Hallucinated Reasoning Chains, Missing Feedback Loop Design, and Missing Audit Trails.
A purple speed gauge illustration depicting the urgent need for fraud operations to move from slow 'Human Speed' to fast 'Machine Speed' using Agentic AI.
Agentic AI
Fraud

How polymorphic fraud attacks treat your defenses as data

Polymorphic fraud is a new class of AI-driven attack where an agentic system reads denial signals and reconfigures the attack in real time, far faster than any fraud team can respond. This blog explains why the conventional rules-plus-ML stack was designed for a human-speed adversary and is now structurally mismatched. It lays out the three things fraud teams need to fight back: event clustering, case-level reasoning, and safe rule deployment, all operating at machine speed.

Chen Zamir
Chen Zamir
Featured
1 / 3

Todos los artículos

Loading navigation...
Loading search...
Loading posts...
Explorar más recursos
Eventos
Informes técnicos
Clientes