AWS Bedrock Guardrail Deleted
A detection rule has been developed for Amazon Bedrock that identifies the deletion of guardrails, indicating a potential attempt by an attacker or insider to disable AI model safety controls and facilitate unsafe or unauthorized responses.
What's new
- l1 added detection rule: Detect AWS Bedrock Guardrail Update Jul 27, 16:49 via sigma-hq
This brief describes the detection of a critical security event within Amazon Web Services (AWS) Bedrock, specifically the deletion of AI model guardrails. AWS Bedrock guardrails are integral security mechanisms designed to enforce responsible AI usage by filtering out harmful content, restricting specific topics, and ensuring adherence to safety policies. The DeleteGuardrail event, captured via AWS CloudTrail, signifies that an identity has deliberately removed these protective layers. While no specific threat actor or campaign is detailed, this action is a common tactic in the defense impairment phase of an attack, where adversaries seek to disable security features to achieve their malicious objectives, such as generating harmful content or exfiltrating sensitive data via a compromised AI model. Detecting such deletions is crucial for maintaining the integrity and safety of AI applications.
Impact
The successful deletion of AWS Bedrock guardrails directly compromises the safety and ethical guidelines of deployed AI models. Without these controls, AI models could be manipulated to generate harmful, inappropriate, or unauthorized content, including misinformation, hate speech, or instructions for illegal activities. This loss of control can lead to reputational damage, regulatory non-compliance, and potentially legal repercussions for the organization. While this detection focuses on the act of deletion rather than a specific exploit, it represents a critical step towards enabling further malicious activities through the now unchecked AI model.
Recommendation
- Deploy the Sigma rule "AWS Bedrock Guardrail Deleted" to your SIEM system to monitor for guardrail deletion events in your AWS environment.
- Ensure AWS CloudTrail logging is enabled for the
bedrock.amazonaws.comservice to captureDeleteGuardrailevents. - Review all instances of
DeleteGuardrailevents, especially those from unfamiliar or newly created identities, to differentiate legitimate administrative actions from potential malicious activity. - Implement Identity and Access Management (IAM) policies with least privilege principles for Bedrock guardrail management, restricting
bedrock:DeleteGuardrailpermissions to only necessary roles.
Detection coverage 2
AWS Bedrock Guardrail Deleted
mediumDetects deletion of an Amazon Bedrock guardrail, which may indicate attempts to remove model safety controls and allow unsafe or unauthorized model responses.
Detect AWS Bedrock Guardrail Update
mediumDetects updates to an Amazon Bedrock guardrail, which may indicate attempts to weaken model safety controls and allow unsafe or unauthorized model responses, potentially leading to data exfiltration or policy violations.
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