Defense Evasion (TA0005)(external, opens in a new tab or window)
security_ai(external, opens in a new tab or window)
aws_bedrock(external, opens in a new tab or window)
openai_chatgpt_enterprise(external, opens in a new tab or window)
text code block:FROM logs-aws_bedrock.invocation-*, logs-openai_chatgpt_enterprise.codex_log-*, logs-openai_chatgpt_enterprise.conversation_message-*, logs-openai_chatgpt_enterprise.custom_agents_log-* METADATA _id, _version, _index | EVAL Esql_priv.b64_strings = CONCAT( COALESCE(MV_CONCAT(security_ai.encoding.input_messages.strings, "\n"), ""), "\n", COALESCE(MV_CONCAT(security_ai.encoding.output_messages.strings, "\n"), "")) | WHERE Esql_priv.b64_strings != "\n" // Suppress credential-shaped content — those fire the dedicated credential rule instead. // Credential formats are split across two RLIKEs because a single pattern with every format exceeds // ES|QL's regex determinization limit. A key must not be glued to a preceding key character (or be // preceded by a JSON-escaped \n, \r or \t); that also keeps the automaton small. // Not lowercased: credential prefixes (AKIA, sk-, ghp_, etc.) are case-significant. | WHERE NOT Esql_priv.b64_strings RLIKE """(.*([^A-Za-z0-9_\-]|\\[nrt]))?((AKIA|ASIA|ABIA|ACCA)[A-Z0-9]{16}|ABSK[A-Za-z0-9+/=]{20}|AIza[0-9A-Za-z_\-]{35}|gh[pousr]_[A-Za-z0-9]{36}|github_pat_[A-Za-z0-9_]{22,}|glpat-[A-Za-z0-9_\-]{20,}|sk-ant-api03-[A-Za-z0-9_\-]{80,}|sk-proj-[A-Za-z0-9_\-]{20,}).*""" | WHERE NOT Esql_priv.b64_strings RLIKE """(.*([^A-Za-z0-9_\-]|\\[nrt]))?(sk-[A-Za-z0-9]{48}|sk_live_[A-Za-z0-9]{24}|hf_[A-Za-z0-9]{34}|xox[baprs]-[A-Za-z0-9\-]{10,}|eyJ[A-Za-z0-9_\-]{10,}\.eyJ[A-Za-z0-9_\-]{10,}\..*|-----BEGIN [A-Z ]*PRIVATE KEY-----).*""" | KEEP _id, _version, _index, @timestamp, security_ai.*, gen_ai.*, aws_bedrock.*, user.*, cloud.*, event.*, openai_chatgpt_enterprise.*
Install detection rules in Elastic Security
Detect GenAI Prompt Contains Base64-Encoded Payload in the Elastic Security detection engine by installing this rule into your Elastic Stack.
To setup this rule, check out the installation guide for Prebuilt Security Detection Rules(external, opens in a new tab or window).