How Machine Learning-Based Security Sees Risk Faster than Legacy Tools

Machine learning (ML) and artificial intelligence (AI) are in the process of changing almost every aspect of our lives. My last post focused on how AI can be used to help businesses manage their IT environments better. This post will look at the impact ML has on security. The biggest challenge with cybersecurity is that it’s hard and getting more difficult. Despite spending billions of dollars on security tools to help fight the bad guys, businesses are actually falling behind. A recent study from the Ponemon research group found that the mean time to identify a breach was 197 days and another 69 days to contain the breach. My research shows that this number has actually increased over the past five years as environments have become more complex. Looking ahead, trends like the cloud, containers and the internet of things will only add to the chaos that is corporate IT and those numbers (197 and 69) will continue to rise if things don’t change. One of the problems in cybersecurity is that the focus of the tools is incomplete. We have many tools that only protect company borders. While this is a key requirement, it’s insufficient.

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GuidePoint Security Announces Portfolio of Data Security Governance Services

GuidePoint Security | January 30, 2024

GuidePoint Security, a cybersecurity solutions leader enabling organizations to make smarter decisions and minimize risk, today announced the availability of its Data Security Governance services, which are designed to help customers address the challenges of unstructured data and data sprawl through a proven process and program to meet their unique needs. GuidePoint’s Data Security Governance services consist of policies, standards, and processes leveraging the newest technologies to meet organizations’ data governance goals in both on-prem and cloud environments. Once the right strategy is determined with the customer, GuidePoint Security consultants will review program requirements, assess current policies and controls, perform gap analysis, design and develop/enhance the program, recommend and implement supporting technologies, and create operational processes and metrics. “Whether an organization is just beginning to build their data security governance program or needs help assessing and improving an existing program, our team and service capabilities are built to meet them at their current maturity level,” said Scott Griswold, Practice Director - Security Governance Services, GuidePoint Security. “We work side by side with the customer to conduct the necessary data discovery in their environment and provide tailored recommendations for solutions and processes to ultimately build/improve upon the data security governance program.” GuidePoint’s Data Security Governance Services include: Sensitive Data Cataloging: For organizations just getting started in the process of protecting their sensitive data, GuidePoint offers Data Identification workshops to identify sensitive data types in the environment, including trade secrets, intellectual property, and sensitive business communications. Data Security Governance Program Assessment: For organizations with existing Data Security Governance or Data Protection programs, GuidePoint Security experts will assess the program to identify policy non-compliance, gaps in data protection requirements—whether legal, regulatory, contractual, or business—and program maturity levels. Data Security Governance Program Strategy Development: The GuidePoint team will work with an organization's key stakeholders to design a program strategy aligned with relevant requirements. The outputs of this effort include delivering ongoing sensitive data discovery, automated classification and labeling, the application of required sensitive data protections, restrictions on where sensitive data can be stored and sent, and data retention policy enforcement. Merger and Acquisition Data Identification: This offering provides the ability to identify sensitive data within an M&A target or recent acquisition (including locations, amounts, and access rights) and then perform penetration testing on the storage repositories where that sensitive data exists to determine the risk of data compromise. About GuidePoint Security GuidePoint Security provides trusted cybersecurity expertise, solutions and services that help organizations make better decisions that minimize risk. Our experts act as your trusted advisor to understand your business and challenges, helping you through an evaluation of your cybersecurity posture and ecosystem to expose risks, optimize resources and implement best-fit solutions. GuidePoint’s unmatched expertise has enabled a third of Fortune 500 companies and more than half of the U.S. government cabinet-level agencies to improve their security posture and reduce risk. Learn more at www.guidepointsecurity.com.

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