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

Arm yourself with the most valuable and actionable content for advancing cyber defense skills. Hear from some truly interesting people changing the game in the blue teaming field, and ultimately learn actionable ways to take your cyber defense skills to the next level.
No security team is perfect, so in this episode, authors Carson, Ingrid, and Kathryn discuss what it takes to prepare for fast, effective incident response capability. Covering preparation, planning and execution, Strategy 5 will teach your team how to jump into action at the earliest sign of problems.This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
In this episode we dive deep on the "People" factor of the SOC. Who should you hire, what skills should you hire for, what backgrounds are most likely to lead to success for your team? We also get into what happens after the hire - training, growth, and supporting your team in their skill and career development. This one is a must-listen for all the managers out there. We're all trying to build the highest skilled, most supportive team with low turnover, and the tips our authors bring to this episode on chapter 4 - "Hire AND Grow Quality Staff" will be crucial in that mission.This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
In this episode we discuss how to decide on the right org structure and capabilities of your SOC. This includes questions like tiered vs. tierless models, which capabilities the SOC should focus on, centralized vs. distributed SOCs, outsourcing of duties and staff augmentation considerations, and also where the SOC might sit in the larger chart of your organization. Every SOC needs to be tailored to best meet the mission, and chapter 3 - "Build a SOC Structure to Match Your Organizational Needs" will help you get there.This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
Though a SOC is responsible for protecting your organization's assets, it is not the owner of those systems. If the SOC is not established with a clear charter and authority to act, it may quickly become difficult to be effective. Who should the SOC report to, what should be in a SOC charter, and how can we make these tough decisions? Those are the questions covered in this episode of our special "11 Strategies" season. This episode covers chapter 2 of the book - "Give the SOC the Authority to Do Its Job".This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode, John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
As the saying goes, "If you don't know where you're going, any road will take you there!" - an approach that is disastrous to a SOC. In order to succeed, the SOC must have a clear understanding of where they are going, how they're going to get there, and why. In this episode of our "11 Strategies" season we discuss chapter 1 of the book - "Know What You're Protecting and Why". Understanding your organization and the environment the SOC must perform in forms the foundation of all security team activity. In this episode the authors discuss the critical aspects of knowing what you're protecting. This includes consider your organization's mission, the legal, regulatory, and compliance environment, the technical capabilities you may or may not have, and the users that will inhabit the network and the actions they're going to be performing. Understanding these factors ensures your team starts off on the right path and keeps a common goal in view. This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
Welcome to a brand new season of Blueprint! In this intro episode we discuss "Fundamentals" chapter of the "11 Strategies of a World Class Cybersecurity Operations Center" with the authors. We get into the motivation behind updating the book and why its lessons are more important than ever in 2023. This chapter includes discussion of the functions of a SOC, basics of workflow, CTI and contextual data sources, and why ops tempo and speed is a critical factor in SOC success. This special season of the Blueprint Podcast is taking a deep dive into MITRE’s 11 Strategies of a World-Class Cyber Security Operations Center. Each episode John will break down a chapter of the book with the book’s authors Kathryn Knerler, Ingrid Parker, and Carson Zimmerman.
Ever wonder how a cloud and application security expert views risks of cloud workloads? Well, wonder no more because on this episode we have Brandon Evans - SANS Certified Instructor and lead author of SEC510: Public Cloud Security. We cover the why and how of moving their applications to the cloud, the key considerations for a successful cloud security posture, and how building your infrastructure with a cloud-native mindset can and should lead to an improved security posture. BONUS: Be sure to stay tuned to the end of the episode for a very special announcement from Brandon on the new SANS Cloud Ace podcast. Coming to all podcast directories on September 28.
In this episode we speak with Joe Lykowski - Cyber Defense Lead at a major manufacturing company on what it takes to build a mature, transparent, and effective SOC. Joe brings years of experience to the table in running a large organization’s security team and in this interview he draws out some of his favorite tips, strategies and more on metrics, building the right team, and what to prioritize as you build up a SOC for an org of any size.
Many of us are either looking to start a cyber security career, improve our knowledge and skills to further our career, or hire a team that has the most skilled and promising candidates. In this special episode with Rob Lee, Chief Curriculum Director of the SANS Institute, we discuss strategies for building, improving, and testing your cyber security group’s skill levels, and working to keep our knowledge as current as possible - a critical skill for anyone in the fast moving world of cyber security.
In this episode of the Blueprint Podcast, we cover monitoring and securing macOS in an enterprise environment at scale with Jaron Bradley, Threat Detection lead at Jamf. We discuss the ups and downs of Apple's approach to macOS data collection over the years, the data sources and types that are accessible to defenders, what 3rd party agents bring to the table for security monitoring, and much more. Plus, Jaron gives us some great bonus tips for finding persistence mechanisms and malicious processes in enterprise macOS devices.
One of the best frameworks that showed up within the last 5 or so years is undoubtedly the MITRE ATT&CK® framework. Many of us may know about it in passing and even reference from time to time, but very few people seem to know the true depth of knowledge contained - everything from analytics to threat groups, specific mitigation and detection opportunities, and with the newest versions, even specific data sources. In this episode we talk to the Defensive Lead of ATT&CK from MITRE, Lex Crumpton, about what every blue team member needs to know about this framework, and more!
Ever wonder why there’s so little information regarding macOS and Linux-oriented attacks? In this episode, we get the answer from the multi-talented Cat Self - an Adversary Emulation Engineer at MITRE, Cyber Threat Intelligence Team Leader on ATT&CK Evaluations and macOS/ Lead on MITRE ATT&CK Enterprise. We discuss defense tools, attacker TTPs, and what to consider when approaching defense for a macOS and Linux environment, and what trends we can expect in the future for these operating systems. Check out the resources below for links mentioned during this enlightening conversation!