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158 publicationsCall Vertex AI from Cloud Run without a service account key
Use a Cloud Run service account and ADC to call Vertex AI, separate deployment and runtime permissions, and remove an obsolete prototype key.
AI systems · Google Cloud · By Cloud Security DeskRemove unnecessary personal data before sending Vertex AI prompts
Reduce personal data in Vertex AI prompts with field selection, Sensitive Data Protection, deliberate transformations, and safe failure handling.
AI systems · Google Cloud · By Cloud Security DeskRecover deleted Google Cloud Storage objects with soft delete
Choose a Cloud Storage soft delete window, restore a specific object generation, validate its contents, and account for retention and cleanup.
Resilience · Google Cloud · By Cloud Security DeskSet up Cloud SQL backups and prove you can restore
Configure Cloud SQL PostgreSQL backups, understand retention settings, and rehearse a restore through database validation and application cutover.
Resilience · Google Cloud · By Cloud Security DeskGive Azure readers access to one resource group
Assign Reader without granting write access or assuming it grants data access.
Identity & access · Azure · By Cloud Security DeskRead an Azure Key Vault secret from a VM without a password
Set up one system-assigned VM identity and a vault-scoped secret permission.
Identity & access · Azure · By Cloud Security DeskGet an Azure alert when a role assignment changes
Detect successful RBAC changes and test alert delivery without expanding a production role.
Detection & response · Azure · By Cloud Security DeskFind why an Azure VM cannot reach a service
Use a specific source and destination with Network Watcher and separate network reachability from app health.
Detection & response · Azure · By Cloud Security DeskCheck and stop anonymous access to Azure blobs
Understand account and container settings and prove both anonymous denial and intended app access.
Workload security · Azure · By Cloud Security DeskHandle Azure OpenAI rate limits without retry storms
Separate deployment quota, short request bursts and bounded client retry behavior.
AI systems · Azure · By Cloud Security DeskConnect to Azure OpenAI without an API key
Prove Entra-based inference with a scoped runtime identity before disabling local authentication.
AI systems · Azure · By Cloud Security DeskRecover a deleted Azure blob with soft delete
Choose the right recovery action for a blob, version or container and verify restored bytes.
Resilience · Azure · By Cloud Security DeskRecover a deleted Azure Key Vault secret
Distinguish secret recovery from vault recovery and verify versioned application references.
Resilience · Azure · By Cloud Security DeskDesign application authorization before writing Cedar policies
Define business actions, trustworthy entities and tenant boundaries before writing Cedar policies, then make the application responsible for enforcing the resulting decision.
Identity & access · AWS / Cedar · By Cloud Security DeskKeep Kubernetes audit records useful without logging secrets
Design a question-led Kubernetes audit policy with explicit body limits, rule precedence, lifecycle stages and provider-specific acceptance checks.
Detection & response · Kubernetes / AWS / Azure / Google Cloud · By Cloud Security DeskKeep Terraform plans and state inside the change boundary
Protect Terraform plans and state as sensitive artifacts, and bind production approval to the specific plan, dependencies, workspace and apply identity that will be used.
Workload security · HashiCorp / AWS · By Cloud Security DeskBind confidential GPU inference to a verified key release
Require composite evidence, owner policy and verified recipient binding before confidential inference receives protected key material.
AI systems · NVIDIA / Azure · By Cloud Security DeskMake PostgreSQL point in time recovery reproducible
Build a version-aware recovery chain from protected base backups and WAL through timeline selection, isolated replay and application acceptance.
Resilience · PostgreSQL · By Cloud Security DeskChoose who can share an inference prefix cache
Choose the principals allowed to share prefix state, then carry that decision through request routing, offload, transfer and restore.
AI systems · vLLM / NVIDIA · By Cloud Security DeskSet explicit trust boundaries for Entra partner access
Accepting another tenant’s authentication claims is a specific trust decision, not blanket approval of its users, devices or access to your applications.
Identity & access · Microsoft · By Cloud Security DeskRead VPC Flow Logs without overclaiming network evidence
Interpret aggregation, address translation, skipped records and delivery clocks before turning a VPC flow record into an incident conclusion.
Detection & response · AWS · By Cloud Security DeskSeparate webhook authenticity from permission to process it
Verify webhook authenticity at intake, then make durable acceptance, duplicate handling and permission to change business state separate decisions.
Workload security · Stripe / GitHub / IETF · By Cloud Security DeskEmbeddings still need a sensitive data boundary
Treat vector access as a derived-data release decision, with separate permissions for retrieval, debugging and bulk export.
AI systems · By Cloud Security DeskPlan Kubernetes drains around the disruption budget
Review selector scope, current status, unhealthy Pod handling and replacement capacity before treating a blocked drain as a reason to bypass availability controls.
Resilience · Kubernetes · By Cloud Security Desk