Palo Alto Networks | Machine Learning and Endpoint Security | White Paper MACHINE LEARNING AND ENDPOINT SECURITY – S E P A R AT I N G H Y P E FROM VALUE Learn how effective machine learning can help prevent malware and protect your endpointsPalo Alto Networks | Machine Learning and Endpoint Security | White Paper 2 Antivirus software has long been the key defense in protecting the endpoint. T oday, AV, designed to detect known threats based on signatures, is fighting a losing battle as new threats evolve and signatures become rapidly outdated. Even additional techniques, such as whitelisting, sandboxing and behavioral detection, are ineffective in the face of the tidal wave of new malicious files appearing daily. The most promising weapon in the endpoint security arsenal is mac

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