KuppingerCole's Advisory stands out due to our regular communication with vendors and key clients, providing us with in-depth insight into the issues and knowledge required to address real-world challenges.
Meet our team of analysts and advisors who are highly skilled and experienced professionals dedicated to helping you make informed decisions and achieve your goals.
Meet our business team committed to helping you achieve success. We understand that running a business can be challenging, but with the right team in your corner, anything is possible.
The machine learning deployment, integration, and release pipeline is unique and unlike any typical software, application or detection life cycle. A SOC has a blend of infrastructure, team dynamics, disparate logs and data sets, a SEIM, ticketing systems and a need for analytics to better serve and improve their defenses, cyber security posture and incident response. Proper implementation of using machine learning for cyber security defenses can be done with both team and engineering integrations. This talk will walk through an example of machine learning implementation for the SOC in an enterprise environment with lessons learned and best practices.
The machine learning deployment, integration, and release pipeline is unique and unlike any typical software, application or detection life cycle. A SOC has a blend of infrastructure, team dynamics, disparate logs and data sets, a SEIM, ticketing systems and a need for analytics to better serve and improve their defenses, cyber security posture and incident response. Proper implementation of using machine learning for cyber security defenses can be done with both team and engineering integrations. This talk will walk through an example of machine learning implementation for the SOC in an enterprise environment with lessons learned and best practices.
