AI Glossary / Data engineering and architecture / Intermediate

Bring your own encryption

Definition

Bring your own encryption, or BYOE, describes arrangements in which an organization brings its own encryption capability and associated controls to protect data in an environment such as a public cloud. The exact division of responsibilities depends on the implementation and provider.

What it means

The aim is to give the customer more control over how information is protected, rather than relying solely on a service's default encryption arrangement. This may involve customer-selected encryption software, customer-controlled key management or an additional protection layer around selected data.

BYOE is not a single technical standard with identical guarantees everywhere. It overlaps with terms such as bring your own key, but the labels should not be treated as interchangeable promises. Supplying key material to a provider's encryption service is different from running an independent encryption layer before data reaches that service.

For AI projects, this distinction matters when protected documents become training inputs, retrieved passages or model prompts. Encryption of stored files does not establish what happens after an authorized application decrypts them for processing.

How it works

A team first defines the data and threat it intends to address. It then chooses where encryption occurs and identifies every component that can request decryption. The design must specify where keys are generated, stored and used, and which identities authorize those operations.

In one arrangement, a customer-controlled application encrypts information before uploading it to storage. In another, a cloud service performs encryption using customer-managed keys. External key management can add a dependency on infrastructure outside the cloud provider. These are distinct designs, even when described using similar sales terminology.

Operation involves more than selecting an algorithm. Teams need procedures for access changes, key rotation, recovery, monitoring and retirement. If required keys become permanently unavailable, a stored ciphertext copy may be unusable. Conversely, revoking access may not instantly erase plaintext or cached data keys already available to an application. The implementation's documented behavior matters.

Three practical examples

  • A document archive encrypts selected files before uploading them, while an authorized client handles decryption when a user opens a document.
  • A company uses customer-managed keys with a supported cloud database and assigns key administration separately from routine database administration.
  • An AI team examines whether its document-processing service receives plaintext despite the underlying storage being protected with customer-controlled encryption.

Think of it this way

Think of renting storage space while choosing the locks and deciding who may obtain their keys. This can change who controls access, but the result depends on where the keys are kept and who is permitted to use them.

The analogy has limits. Digital systems can cache keys, create plaintext copies and decrypt information automatically under service identities. Owning a key does not necessarily mean personally approving every use, and changing a lock does not describe all the consequences of digital key rotation.

Worked example

Consider a fictional archive containing 100 encrypted reports. Ninety use key version K1 and ten use K2. Both versions remain available to the authorized reading application. The team changes its configuration so that new reports use K2.

That change alone does not prove that the ninety existing reports have been re-encrypted or that their dependence on K1 has disappeared. If K1 is then irrecoverably destroyed while those reports still require it, the stored files may remain present but unreadable.

A migration plan therefore identifies which records depend on each version, how protection is changed and how recovery is tested. Depending on the encryption design, a process might re-encrypt data or rewrap protected data keys; those operations are not identical. The example deliberately makes no claim about how any named cloud product implements rotation.

Illustrative case study

Illustrative case study: A fictional engineering consultancy considers BYOE for a cloud document service. Its initial requirement says only that the company must “own the keys”. During design review, the team replaces that phrase with specific questions about key custody, decryption permissions, service accounts and recovery.

A pilot also reveals that an approved document summarization function needs access to readable content. The consultancy records that processing boundary and evaluates it separately from the storage controls. It tests access revocation and restoration using sample documents before adopting the arrangement.

This fictional case illustrates clearer requirements and verification. It does not claim that BYOE prevents every provider access, guarantees compliance or produces a measured security improvement.

Common misconceptions and mistakes

  • Assuming BYOE always means keys remain outside the cloud provider.
  • Treating BYOE, BYOK and other customer-key labels as identical technical guarantees.
  • Confusing encryption keys with the API keys used to access an AI service.
  • Assuming key rotation automatically re-encrypts every historical record.
  • Forgetting that encrypted backups still depend on usable keys and recovery procedures.

Business use

For businesses, the decision is about a specific control requirement and the operational responsibility it creates. Ask who can decrypt which data, under what conditions, and how that claim can be tested. Review compatibility with search, analytics, sharing and AI processing before selecting a design.

Include the availability of key services in continuity planning. AWS's external key store documentation, for example, makes clear that customers assume substantial responsibility for external key operations and their availability. That is one implementation's documented arrangement, not a definition of every BYOE product. Match the chosen controls to the actual service and workload.

People also ask

Is BYOE the same as inventing an encryption algorithm?

No. It generally concerns deployment and control of encryption, not creating a new cryptographic algorithm.

Does customer-controlled encryption mean the provider can never see plaintext?

Not necessarily. That depends on the complete processing path, permissions and implementation.

Can losing an encryption key make a backup unusable?

Yes, if that key is necessary for recovery and no valid recovery route exists.

Check your understanding

New files use K2, while old files still depend on K1. Is it safe to destroy K1 solely because rotation is enabled?

Answer: No. Establish and test how historical files and backups will remain recoverable before retiring a required key.

Related terms

  • Key management
  • Access Control
  • Bring your own key
  • Encryption at rest
  • Client-side encryption
  • Envelope encryption
  • Hardware security module
  • Key rotation
  • Shared responsibility

Learn next

Draw the path from an uploaded document to a displayed or AI-processed result. Mark where plaintext exists and which identity requests each decryption. Then distinguish key custody from permission to use a key.

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Sources

Primary sources: Thales, Bring Your Own Encryption, for vendor use of BYOE: https://cpl.thalesgroup.com/encryption/bring-your-own-encryption ; IBM Cloud, BYOK and KYOK options: https://cloud.ibm.com/docs/overview?topic=overview-key-encryption ; AWS KMS, External key stores: https://docs.aws.amazon.com/kms/latest/developerguide/keystore-external.html . Relevant returned documentation reviewed. Terminology and responsibilities vary by implementation; archive and consultancy examples are original illustrations.

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