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GenAI Prompt Contains Base64-Encoded Payload
Nov 6, 2026 · Domain: GenAI Use Case: Security for AI Tactic: Defense Evasion Mitre Atlas: AML.T0068 Data Source: AWS Bedrock Data Source: OpenAI ChatGPT Enterprise Platform: AWS Platform: OpenAI Service: AWS Bedrock Service: OpenAI ChatGPT Enterprise Rule Type: ES|QL Resources: Investigation Guide ·Detects base64-encoded content within GenAI prompt or completion text. The security_ai ML model has identified one or more candidate strings in the message that score as encoded payloads. Attackers embed base64 in prompts to smuggle instructions past content filters, exfiltrate data, or inject indirect prompt-injection payloads into model context.
Strings that match known credential formats (AWS access key IDs, API keys, private key headers, and similar) are excluded — those fire the dedicated "GenAI Prompt Contains Leaked Credential" rule instead at higher severity.
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