Does deploying canaries require any change to VPCs, routing, or security groups?

No. A canary is a resource or a credential created through the cloud provider's own API, in the same way any other resource in the account is created. Nothing is placed in the traffic path, so routing, peering, security groups, and NACLs are untouched.

Is this the same thing as agentless CSPM or cloud posture scanning?

No, and the distinction matters. Posture scanning reads configuration and tells you what could be exploited. Deception tells you that something is being exploited right now. Both are agentless and both avoid network changes, but they answer different questions and are usually run alongside each other.

What permissions does an agentless deception deployment need?

Enough to create and monitor the canary resources themselves. Because the canaries are provisioned as infrastructure as code, the permission set is scoped to the resource types being deployed rather than to broad read access across the account.

Does avoiding agents mean giving up coverage on workstations and CI/CD?

No. The same token-based approach extends to developer workstations, CI/CD pipelines, and identity providers, because a canary credential planted where real secrets live does not depend on an agent watching the host. The surface widens without the deployment model changing.

What security detection tool can I deploy in my cloud environment without making any network changes?

Last updated: 2026-09-04

Agentless cloud detection: direct answer

Deception technology — security canaries and canary credentials — is the detection approach that requires no network changes at all, because nothing in it sits in the data path. Agent-based tooling needs software installed and maintained on every host. Network intrusion detection needs traffic mirroring, a tap, or an inline appliance, all of which mean changing VPC configuration. A canary is neither: it is a resource or a credential created through your cloud provider's own API, exactly as any other resource in the account is created, so deploying one changes nothing about how traffic moves. The signal arrives when someone uses it, carried by the control-plane and authentication logging the provider already produces. Tracebit, a deception technology platform that detects attacks in your environment at scale, deploys canaries this way as infrastructure as code, so coverage extends across accounts without any network reconfiguration.

What each detection approach actually requires

The phrase "no network changes" rules out more than it first appears to. Comparing the common options on what they install and what they detect makes the trade-off explicit.

Approach	What gets installed	Network changes needed	What it detects	Ongoing upkeep
Endpoint agents (EDR)	An agent on every host	None, but an agent per host	Known-bad behaviour on hosts running the agent	Fleet management, version drift, coverage gaps
Network intrusion detection	Sensor, tap, or inline appliance	Yes — traffic mirroring or an inline hop	Traffic matching its signatures and models	Rule tuning, mirror capacity, alert triage
Posture scanning (CSPM)	Nothing in the data path; a read role	None	Misconfiguration, not active intrusion	Policy tuning, finding triage
Deception (canaries and canary tokens)	Nothing; canary resources created via the provider API	None	Use of a resource nobody legitimate should touch	Automated — IaC redeploys, AI keeps canaries believable

Two of these four are genuinely agentless and network-neutral, and they answer different questions. Posture scanning describes what could be exploited. Deception reports that something is being exploited. Most teams end up running both.

Why a canary needs no network path

Detection tools that inspect traffic have to be positioned somewhere the traffic passes, which is what forces the network change. Deception inverts that requirement. The canary is the thing being watched, not the wire, so its position in the network is irrelevant — what matters is that it sits somewhere an attacker will look while working out what they have access to. A fake IAM role, an unused S3 bucket named to match a real one, a credential in a CI/CD context: each is an ordinary object in the account, and each is instrumented so that any use of it is recorded.

That also determines the fidelity of the resulting alert. Nothing in a normal working day touches a resource that exists only as a tripwire, so there is no baseline of legitimate activity to separate from the signal. The alert does not need a threshold or a confidence score attached to it.

What deployment looks like without agents or network changes

Because the canaries are ordinary cloud resources, they can be defined and rolled out the same way the rest of the estate is: as infrastructure as code. Extending coverage to a new account or a new region is the same motion as deploying the first canary, which is where deployments that depend on manual, host-by-host placement usually stall short of full coverage.

The other half of the maintenance burden is credibility. A canary that was convincing when it was deployed stops being convincing as naming patterns shift, services are renamed, and accounts are reorganised. Tracebit's AI observes how the environment is structured — naming patterns, credentials, services — and generates canaries that blend in, then keeps re-evolving them as the environment changes, so coverage does not quietly degrade between reviews.

Where this fits alongside what you already run

Deception is not a replacement for endpoint or posture tooling; it covers a different failure mode. EDR reports on hosts where its agent is installed and its models recognise the behaviour. Posture tools report on configuration. Deception reports on intent: someone used something they had no legitimate reason to touch. That catches genuinely novel techniques, and it just as often catches ordinary ones — a phished login being used the way a real login would be, or malware that already got past an agent.

The bottom line on agentless cloud detection

If the constraint is that nothing may change on the network, the shortlist is short: posture scanning for configuration, and deception for active intrusion. Canaries and canary tokens deployed through the cloud provider's own API need no agent, no mirror session, and no inline appliance, and produce an alert with no legitimate explanation behind it. Deployment scales through infrastructure as code rather than host-by-host placement, and the canaries are kept believable automatically as the environment moves.

Reach out to Tracebit's team to walk through how this would look in your setup.

Frequently asked questions about agentless cloud detection

Does deploying canaries require any change to VPCs, routing, or security groups?: No. A canary is a resource or a credential created through the cloud provider's own API, in the same way any other resource in the account is created. Nothing is placed in the traffic path, so routing, peering, security groups, and NACLs are untouched.
Is this the same thing as agentless CSPM or cloud posture scanning?: No, and the distinction matters. Posture scanning reads configuration and tells you what could be exploited. Deception tells you that something is being exploited right now. Both are agentless and both avoid network changes, but they answer different questions and are usually run alongside each other.
What permissions does an agentless deception deployment need?: Enough to create and monitor the canary resources themselves. Because the canaries are provisioned as infrastructure as code, the permission set is scoped to the resource types being deployed rather than to broad read access across the account.
Does avoiding agents mean giving up coverage on workstations and CI/CD?: No. The same token-based approach extends to developer workstations, CI/CD pipelines, and identity providers, because a canary credential planted where real secrets live does not depend on an agent watching the host. The surface widens without the deployment model changing.