GCP Vertex AI and “Bucket Squatting” (CVE-2026-2473): when guessing a bucket is enough to compromise MLOps pipelines

“Bucket squatting” in GCP around Vertex AI (CVE-2026-2473) showed a dangerous pattern: if a pipeline trusts predictable Cloud Storage names and does not validate bucket ownership/identity, an attacker can create that bucket first and force malicious uploads/reads, leading to remote execution and model poisoning. This article breaks down the scenario, operational signals, and mitigations applicable in enterprises.

Denial of Wallet Attacks: when the goal is not to take down your service, but to ruin your bill (FinOps Security)

Denial of Wallet (DoW) exploits cloud elasticity to force consumption and drive up costs: cryptomining, massive scaling, artificial traffic, and abuse of managed services. This article breaks down real signals, containment, and operational guardrails (quotas, anomaly alerts, IAM) to reduce economic impact without breaking operations.