What is attribute-based access control (ABAC)?
ABAC is an Access control model that uses attributes to make access control decisions. These attributes can include various factors, such as:
- User attributes: e.g., roles, department, location, etc.
- Resource attributes: e.g., sensitivity level, owner, type, etc.
- Environmental attributes: e.g., time of access, location, device, etc.
By evaluating these attributes and running them through a set of rules, ABAC can determine whether a subject (e.g., user, service) should be granted access to a resource. This approach allows for fine-grained access control and dynamic policy enforcement based on the context.
How does ABAC work?
ABAC uses a policy-based approach to access control. A typical ABAC policy consists of:
- Subject: The entity requesting access (e.g., user, service, device).
- Action: The operation being performed on the resource (e.g., read, write, delete).
- Resource: The entity being accessed (e.g., file, database, API).
- Environment: The context in which the access is requested (e.g., time, location, device).
- Attributes: The properties of the subject, resource, and environment that are evaluated to make access decisions.
- Policies: A set of rules that define the conditions under which access is granted or denied.
ABAC policies are more complex than traditional access control models like Role-based access control (RBAC) . On the other hand, ABAC provides more flexibility and granularity in access control decisions.
Example of ABAC policies
For example, a system has several ABAC policies:
-
Policy 1: Allow access if:
- (Subject) Subject role is
manager
. - (Attribute) Resource sensitivity level is
high
. - (Environment) Location is
internal
. - (Action) Any action.
- (Environment) Time is between 9 AM and 5 PM (office hours).
- (Subject) Subject role is
-
Policy 2: Deny access if:
- (Subject) Subject role is not
manager
. - (Attribute) Resource sensitivity level is
high
. - (Environment) Any location.
- (Action) Any action.
- (Environment) Any time.
- (Subject) Subject role is not
-
Policy 3: Allow access if:
- (Subject) Subject role is
employee
ormanager
. - (Attribute) Resource sensitivity level is
low
. - (Environment) Any location.
- (Action)
read
action. - (Environment) Any time.
- (Subject) Subject role is
The policy evaluation engine will check these policies in order, and the first policy that matches the conditions will determine the access decision. Meanwhile, a default deny policy is enforced if no other policies match.
Let’s go through some scenarios to understand how ABAC works:
Scenario 1. A user wants to access (perform
read
action) a high sensitivity level document (resource) outside of the office (environment). The user has the role ofmanager
stored in the system.
Decision: Access is denied because the user is outside the office (location is not internal
).
Scenario 2. A user wants to access (perform
read
action) a high sensitivity level document (resource) during office hours (environment) in the office network (location=internal
). The user has the role ofmanager
.
Decision: Access is granted because all conditions in Policy 1 are met.
Scenario 3. All conditions in scenarios 2 are the same, but the user has the role of
employee
instead ofmanager
.
Decision: Access is denied because the user’s role does not match the conditions in Policy 1.
Scenario 4. A user wants to access (perform
read
action) a low sensitivity level document (resource). The user has the role ofemployee
.
Decision: Access is granted because all conditions in Policy 3 are met.
Scenario 5. A user wants to delete (perform
delete
action) a low sensitivity level document (resource). The user has the role ofemployee
.
Decision: Access is denied because there is no policy that allows the delete
action on low sensitivity level documents.
You may notice that not all attributes are required in every policy. This flexibility allows for a more dynamic and context-aware access control mechanism.
Implementation considerations
While ABAC provides a powerful way to manage access control, it also comes with some implementation considerations:
- System complexity: ABAC policies can become complex as the number of attributes and rules increases. Proper policy management and testing are more time-consuming than simpler access control models.
- Performance: Evaluating complex ABAC policies can impact system performance. Caching and optimization techniques can help mitigate this issue.
- Policy conflicts: Conflicting policies can lead to unpredictable access decisions. Regular policy review and conflict resolution should be part of the policy management process.
ABAC vs. RBAC
Comparing ABAC with Role-based access control (RBAC) can help you understand the differences between the two models:
RBAC | ABAC | |
---|---|---|
Access control policy | Based on roles | Based on attributes |
Granularity | Coarse-grained | Fine-grained |
Flexibility | Limited | Highly flexible |
Complexity | Simpler | More complex |
Performance impact | Minimal | Can be significant |
Access management | Role management | Policy management |
Best for | Well-defined permission structures | Dynamic and context-aware access control |