Modern digital infrastructures and microservices face an escalating volume of coordinated cyber threats, anomalous traffic surges, and zero-day intrusion vectors. Traditional perimeter firewalls and static, signature-based Intrusion Detection Systems (IDS) fail to identify novel attack patterns in real time, generate high rates of false positives, and introduce significant latency, leaving interconnected networks vulnerable to automated exploitation and service degradation.
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