AI-driven threats are reshaping detection engineering, requiring security teams to look beyond traditional SIEM and endpoint telemetry for signs of malicious activity. Modern adversaries can rapidly create infrastructure, automate attacks, and modify techniques before conventional defenses recognize them. Censys software helps strengthen detection by providing comprehensive Internet Intelligence that reveals external hosts, services, certificates, and infrastructure relationships. Analysts can use this data to identify suspicious patterns, enrich detections, investigate phishing infrastructure, and develop more precise security rules. By adding internet-scale context to existing telemetry, Censys enables SOC teams to detect threats earlier, reduce uncertainty, improve investigations, and b

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