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Results for “rate”

125 publications
Technical guideSource-based analysis

Keep sensitive prompts out of routine telemetry

Collect diagnostic metadata for a defined purpose and treat prompts, retrieved documents, tool arguments, and responses as a separate content-capture decision.

AI systems · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Keep tenant data out of reusable AWS Lambda state

Reuse clients and connections deliberately, while keeping request identity, temporary files, and initialization snapshots inside clearly defined data lifetimes.

Workload security · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Measure GuardDuty runtime coverage from the resource outward

An enabled protection plan does not describe the health of every workload. Review supported resources, agents, connectivity and the denominator behind coverage.

Detection & response · AWS · By Cloud Security Desk
Research noteSource-based analysis

Place AWS guardrails on the principal and the resource

SCPs and RCPs constrain different sides of a request. A useful review records both the applicable guardrails and the policies that actually grant access.

Identity & access · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Keep encryption keys recoverable with the data they protect

Trace each encrypted recovery point to its required key, usable lifecycle state, and restore permissions before retiring cryptographic dependencies.

Resilience · AWS / Azure · By Cloud Security Desk
Technical guideSource-based analysis

Put enforceable boundaries around agent tool calls

Treat model proposals as requests for authority, then check the operation, resource, recipient, and approval at the point where a tool can create a side effect.

AI systems · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Verify container provenance before admitting a pinned image

Use the digest to identify the artifact, then check who signed it, which builder produced it, and which evidence survived promotion into the deployment registry.

Workload security · Kubernetes / Docker / Sigstore · By Cloud Security Desk
Research noteSource-based analysis

Find the Google audit logs missing from your evidence window

Audit category, inherited configuration, destination and reader permissions all affect what an investigator can retrieve. Retention is only one part of the record.

Detection & response · Google Cloud · By Cloud Security Desk
Technical guideSource-based analysis

Review the authority behind every Entra app consent

The permission name is only part of the decision. Review the access mode, resource scope, consenting authority and people who can change the application.

Identity & access · Microsoft Entra · By Cloud Security Desk
Technical guideSource-based analysis

Make regional failover work without new infrastructure

Prepare capacity, dependencies, and the routing control path before an incident, then measure when clients reach an accepted recovery service.

Resilience · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Treat model downloads as software supply chain changes

Review weights, custom code, dependencies, and runtime authority as separate decisions before promoting a downloaded model into a trusted environment.

AI systems · Hugging Face · By Cloud Security Desk
Technical guideSource-based analysis

Require EC2 IMDSv2 without breaking container credentials

Separate metadata token requirements from response hop limits, then verify both existing instances and future launches before declaring the migration complete.

Workload security · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Investigate an Entra application through grants and sign-ins

A successful service-principal sign-in is one event in a larger sequence. Connect it to credential changes, permission grants and the resource involved.

Detection & response · Microsoft Entra · By Cloud Security Desk
Research noteSource-based analysis

Define the expiry boundary for Entra privileged access

PIM records activation and expiry, but the protected application still determines when changed authority takes effect. Review both sides of that boundary.

Identity & access · Microsoft Entra · By Cloud Security Desk
Technical guideSource-based analysis

Measure recovery by the service you can restore

Define application acceptance, recoverable data, and a complete timeline before treating a completed restore job as proof of recovery.

Resilience · AWS / PostgreSQL · By Cloud Security Desk
Technical guideSource-based analysis

Keep MCP tokens bound to the intended resource

Keep token audiences, user consent, and downstream tool authority separate when reviewing a protected HTTP MCP service.

AI systems · MCP · By Cloud Security Desk
Technical guideSource-based analysis

Test Kubernetes egress policies beyond a successful DNS lookup

Separate DNS resolution, source egress, destination ingress, and application identity when testing Kubernetes network isolation.

Workload security · Kubernetes / Cilium · By Cloud Security Desk
Technical guideSource-based analysis

Verify the CloudTrail files behind an incident timeline

Digest delivery and successful validation are different evidence states. Preserve the files, metadata and validation result needed to distinguish them.

Detection & response · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Close the AWS sessions that survive identity shutdown

Removing a login does not by itself establish that issued AWS credentials have lost their authority. Build a revocation procedure that accounts for both.

Identity & access · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Protect backup copies from the account that runs production

Map deletion authority, retention protection, keys, and recovery identities so a surviving backup has a usable path back to service.

Resilience · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Keep private documents out of shared RAG answers

Authorize retrieved documents before they enter model context, preserve permissions on chunks, and make source access changes visible in the retrieval path.

AI systems · Azure · By Cloud Security Desk
Technical guideSource-based analysis

Roll out Kubernetes Pod Security Admission without surprises

Stage namespace enforcement around the Pods a controller will create next, with explicit policy versions, runtime checks, and narrowly owned exceptions.

Workload security · Kubernetes · By Cloud Security Desk
Technical guideSource-based analysis

Choose the S3 object events your investigation will need

CloudTrail event history is not an object-access ledger. Build selectors around the questions an investigation must answer, then test the exclusions.

Detection & response · AWS · By Cloud Security Desk
Technical guideSource-based analysis

Lock GitHub deployment trust to the job you intend

A short-lived token still needs a narrow trust decision. Review the subject, deployment environment, reusable workflow and AWS role together.

Identity & access · AWS / GitHub · By Cloud Security Desk