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

Unlock industry insights and hands-on learning with upcoming SANS webcasts and workshops. View archived webcasts by using status filter below or Click Here.
The landscape of cyber threats against AI and ML systems is ever-evolving, with dire consequences for industries that increasingly rely on these technologies. Staying abreast of the adversary's tactics and techniques is crucial.

The Internet Storm Center is all about "coloring your logs". Finding out what matters and doesn't matter by adding context to otherwise abstract datapoints like IP addresses and domain names. This free data is made available via our website and easy to use APIs. During this session, we will talk about some of the changes we have made to make the data more useful and more available. We will also illustrate how you can learn about ongoing trends and improve your skills via our amazing collaborative community.

In this exclusive webcast, SANS Expert Dave Shackleford and Google Product Manager Badr Salmi share insights based on Google reCAPTCHA Enterprise platform. You will learn how reCAPTCHA Enterprise employs intelligent risk assessment based on real-time user behavior analysis. Download the on-demand webcast now, and discover how reCAPTCHA Enterprise can provide organizations an entire ecosystem of tools for both detecting and responding to fraud.

Sliver is rising in popularity and is thought to be taking significant market share off other well known C2 frameworks. Corelight Content can better power your Sliver detections highlighting what's on your network to build a strategic data reserve when you need to investigate an incident. Come learn about Corelight Content, insightful community developed detections, and an open NDR that puts the power in your hands.

Advanced Python CTF based on Mark Baggett’s SEC673 Advanced Information Security Automation with Python.

この講演では、まずはじめにセキュリティ業界の現状を説明し、人材育成の重要性についてお話します。SANSでは70コース以上用意しており、セキュリティの知識レベルに合わせたコースをご受講いただけます。

There is a common tug-of-war between SOC staff, detection engineers and CSIRT/DFIR professionals when determining how important or severe an alert or detection is.

Presentation 1 - DevSecOps - We Are The Champions and 2023 Chris Edmundson, Associate InstructorPresentation 2 - 2023 SOC Survey - Highlights and Deep Drive presentedChristopher Crowley, Senior Instructor

SOF-ELK® (Security Operations and Forensics ELK)は、Elastic Stackのコンポーネントと、インシデントレスポンスやセキュリティ運用業務で必要とされることの多い様々なログフォーマット用の数百のパーサーと数多くのダッシュボードから構成されており、すぐに利用できるように事前に設定されたアプライアンスのようなディストリビューションとして公開されています。

SOF-ELK® (Security Operations and Forensics ELK) is a public, fully-configured, appliance-like distribution consisting of components from the Elastic Stack as well a hundreds of parsers and numerous dashboard for various log formats commonly encountered in incident response and security operations work.

Our containers workshop will be a two-hour workshop that will focus on how we can assess vulnerabilities in containers. As containers are part of the modern software stack, your company may use containers locally on a system and remotely on servers. Containers can be deployed on stand-alone servers, to a container service like AWS ECS, and on orchestration technologies like Kubernetes. Given how ubiquitous containers are, you will likely either be working with or attacking them at some point in your career.

Every incident ends with a lessons learned meeting, and most executive summaries include this bullet point: "Leverage the tools you already paid for"Are you leveraging the tools you already paid for? Are you using the host-based firewall to block/alert when applications like PowerShell, PSExec, and WMIC attempt to make outbound connections from non-IT clients? Have you enabled AppLocker?
