SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

X may have given it to the free Twitter API but there are still A LOT of data sources out there that we can monitor for free and fire alerts when things meet our criteria.
Active Directory-centric monitoring techniques, tools, and methodologies have dominated information...
This role uses monitoring and analysis tools to identify and analyze events and to detect incidents. Find the SANS courses that map to the Defense SCyWF Work Role.
Security vendors have made many advances in internal network security monitoring (INSM) in recent...
Part 5: Key Insights from Cloud Security Experts: Straight Talk on Cloud SecurityIn this final session, industry leaders reflect on key lessons from the series, highlighting critical aspects of cloud security, such as the shared responsibility model, evolving security architectures, and the role of continuous monitoring. As AI and advanced tools for threat detection continue to grow, the panelists share advice on staying ahead of the curve by focusing on long-term security strategies and fostering collaboration between security teams and cloud providers.
Internet access control, network traffic monitoring, and related data analysis, are powerful tools...
The purpose of this paper is to share with other system administrators the 'how to' on tools that...
Module 3 of the training focuses on network visibility and monitoring. The training module provides your operational and IT team with a foundational knowledge of techniques and benefits for this critical control. This control requires human intelligence and resources. Mature organizations use network visibility tools across their systems to identify opportunities for efficiency and vulnerabilities. Network visibility and monitoring benefits include safety asset identification, engineering asset identification, vulnerability detection, operational safety and reliability, and engineering troubleshooting.
Multiple layers of defense are required to protect your AWS environment. The first step is to reduce your overall attack surface to reduce exposure, in ways such as hardening your Amazon EC2 operating systems and configuring your containers. Organizations can then implement tools, such as a cloud security posture management (CSPM) solutions, to monitor and manage risk. In this prerecorded webcast, SANS instructor Dave Shackleford and AWS Marketplace explore best practices and provide practical guidance on how you can secure your entire AWS footprint. They will also present real-world use cases and examples of tools you can leverage to protect your investments. Attendees at this webcast will learn how to:Decrease their attack surface to limit exposureProtect their AWS environment with configuration management, real-time assessment, and access control mechanisms.Implement automation for monitoring and continuous protectionLeverage AWS services and seller solutions in AWS Marketplace to protect AWS services and surfaces Register today to be among the first to receive the associated whitepaper written by SANS senior instructor and cloud security expert Dave Shackleford.
Cloud systems are dynamic, with rapid workload changes to ensure availability, scalability, and cost optimization. Traditional security tools, such as endpoint, network, and event management, find difficulties monitoring changes and addressing vulnerabilities in cloud environments and the changing security landscape. As a result, organizations should consider updated strategies and mechanisms that are proactive, agile, and can effectively mitigate cloud security risks.