Anthropic mapped AI-enabled cyber activity to MITRE ATT&CK and found gaps around autonomous orchestration. SOC teams need AI summaries tied to evidence, not unsupported verdicts.

Les preuves de concept et templates publics changent la priorité CVE, mais doivent être utilisés comme signaux défensifs, pas comme raccourcis risqués.

Move beyond one-off hash blocks: design reputation pipelines, reduce false positives, and integrate file intelligence with IP and domain context for enterprise-grade detection engineering.