Threat Intelligence Hub

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What is VSOC and GSOC Security?    

Cybersecurity has never been more critical than it is now. Companies are constantly under attack by cybercriminals who aim to obtain your data and money, so there's no time like the present for organizations with cybersecurity needs to get it together. Cyberattacks are no longer targeted just at the big guys — small and medium-sized businesses can fall into a security breach because of how quickl...

by Andrew Williams

How Attackers Use Machine Learning to Create Sophisticated Attacks

Machine Learning and Security Machine learning (ML) can be used for finding and exploiting flaws in the security of any kind of detection system that is based on rules, signatures, detection of patterns, or any other trace protocol. ML models can be trained to conduct these searches from different angles and scales from tiny to huge, but always in a systematic, tireless way. Combining Two Strate...

by Jose Lopez

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The Challenges of Applying Machine Learning to Cybersecurity

Defining the Problem It is likely very difficult for most cybersecurity professionals to remember a time before machine learning (ML) tools had been deployed to help in the fight against cyberattacks. ML’s main contribution to cybersecurity lies in its ability to recognize patterns in data and detect similar information within those patterns and data. Once trained on what malicious data looks lik...

by Jose Lopez