image-based file analysis

Cysana develops an all-in-one cybersecurity tool that detects malware and vulnerabilities at the atomic/binary level, using machine learning, natural language processing, and neural network research. Its seven-filter approach includes fingerprinting, digital certificate analysis, neural networks, and NLP. The system installs on each endpoint, performs a one-time audit of installed software, receives daily cloud updates to its database and ML model, and scans new software downloads and patches in real time.

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deep learningdigital certificate analysisexecutable decompilationfingerprintingmachine learningnatural language processingneural networksreal-time scanning