Arctic Wolf Aurora Engine is an embeddable, AI-powered malware detection engine that delivers rapid reputation verdicts without relying on signatures, file execution, or detonation. Using predictive models trained across a diverse file corpus, it analyzes millions of characteristics per file to identify known, zero-day, and novel threats. Each file receives a confidence score and threat indicators covering suspicious behaviors such as keylogging, code injection, and firewall tampering. The lightweight engine integrates through local TCP/REST services or cloud APIs and supports Windows, Linux, and macOS executables, PDFs, Microsoft Office files, APKs, and archives. Use cases include network security, firewalls, email gateways, SaaS platforms, sandboxing, medical devices, and IoT environment

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