Tokenomics Risks for AI-Driven Security Teams
🔒 Security teams implementing AI automation face new threats from token-based attacks that can exhaust budgets or trigger provider filters, disrupting incident response. Elastic’s cost estimates show large variability in agent-based SOC expenses, and prompt injection can dramatically inflate token consumption and latency. Practical defenses include deterministic handling of verifiable data, strict limits and alerts, predefined failover behaviors, careful permissioning, scanning untrusted inputs, and using local models to reduce vendor-induced outages.
