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In these cases, teams may spend significant time tracing the failure back from edge systems to the originating change in the data layer, such as a permissions update, a schema change, or a query whose results suddenly changed. In addition, since targeted attacks frequently result in attackers gaining privileged user credentials, monitoring of privileged activities is also an effective way to identify compromised systems. AI driven queries can be unpredictable because they are generated from user prompts or agent logic, which makes it harder to baseline normal behavior with simple rules.<\/p>\n<\/p>\n