The Limits of Rules-Based Detection
Traditional security systems rely on known attack signatures and manually-authored rules. They are effective only for threats that have been seen before. Modern adversaries — including automated botnets, credential-stuffing campaigns, OT-targeting APTs, and supply chain attacks — routinely bypass signature libraries through minor obfuscation. Rule-based systems require constant manual updates and still produce high false-positive rates that exhaust analyst capacity.