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Unsupervised Learning

Podcast Unsupervised Learning
Daniel Miessler
Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready f...

Available Episodes

5 of 504
  • A Conversation With Matt Muller From Tines
    ➡ Build, run, and monitor workflows with Tines at: tines.com In this episode, I speak with Matt Muller, Field CSCO at Tines, about how automation and AI are transforming security operations at scale. We talk about: • Tines' Mission to Eliminate Manual Security Work Through Automation How Tines helps security teams streamline incident response and workflow automation without needing to write code, saving time and reducing burnout. • Applying AI to Security Operations and Analyst Workflows How AI is used in phishing analysis, threat intel reporting, and data transformation—integrated safely into workflows using tools like Workbench with private LLMs. • Tines Workbench and the Future of Agentic AI How Workbench combines chat with deterministic automation to help analysts take action securely, and how Tines is exploring agentic AI to take automation even further. Chapters: 00:00 - How Tines Automates Security to Solve SOC Burnout07:19 - The AI Arms Race: How Attackers and Defenders Are Evolving09:08 - Why Security Still Comes Down to Workflow, Logging, and Action13:41 - How CISOs Are Balancing AI Adoption and Enterprise Risk17:36 - Using AI in Tines to Transform and Automate Security Workflows20:40 - How AI Detects Business Email Compromise Better Than Rules25:26 - From Security to Data Pipelines: Tines as Workflow Orchestration28:59 - Inside Workbench: Secure AI-Powered Chat for Analysts36:00 - Automating Phishing Investigations with Trusted Tool Integrations39:19 - Where to Learn More and Try Tines for FreeBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.
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  • UL NO. 474 | Signal OPSEC, White-box Red-teaming LLMs, Unified Company Context (UCC), New Book Recommendations, Single Apple Note Technique, and much more...
    STANDARD EDITION: Signal OPSEC, White-box Red-teaming LLMs, Unified Company Context (UCC), New Book Recommendations, Single Apple Note Technique, and much more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member to unlock the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade Subscribe to the newsletter at:https://danielmiessler.com/subscribe Join the UL community at:https://danielmiessler.com/upgrade Follow on X:https://x.com/danielmiessler Follow on LinkedIn:https://www.linkedin.com/in/danielmiesslerBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.
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  • A Conversation With Slava Konstantinov From ThreatLocker
    ➡ Allow what you need, block everything else with ThreatLocker: threatlocker.com In this episode, I speak with Slava Konstantinov, ThreatLocker's MacOS Lead Architect, about their zero-trust approach to endpoint security and their latest cybersecurity innovations. We talk about: • ThreatLocker’s Zero Trust Approach to Cybersecurity:How ThreatLocker enforces a default deny security model, ensuring only explicitly allowed applications and actions can run, reducing attack surfaces and unauthorized access. • Key ThreatLocker Products and Features:How ThreatLocker’s solutions—Application Control, Storage Control, Ring Fencing, Network Control, and ThreatLocker Detect—help organizations enhance security through granular policy enforcement. • New & Upcoming ThreatLocker Features:How new solutions like Patch Management, Web Control, Insights, and Cloud Detect will provide even greater security, automation, and compliance for businesses managing complex IT environments. Chapters:00:00 - Intro to ThreatLocker and Zero Trust Security01:24 - How ThreatLocker’s Application Control Blocks Unauthorized Software06:52 - Storage Control: Preventing Unauthorized Data Access and USB Threats08:19 - Ring Fencing: Controlling App Permissions and Network Access12:37 - Elevation Control: Granting Admin Privileges Without Risk16:23 - Network Control: Restricting Internet and Internal Network Access19:26 - AI-Driven Security Policies: The Future of ThreatLocker Management24:07 - Mac vs. Windows Security: Key Differences and Challenges29:49 - ThreatLocker’s Expansion: New Products and Future Plans32:32 - Where to Learn More About ThreatLocker’s Security SolutionsBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.
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  • UL NO. 472 | STANDARD EDITION: 28 Open Cyber Jobs, Real-world AI Propaganda Poisoning, MCP Explained, Cline vs. Windsurf, and more...
    STANDARD EDITION: 28 Open Cyber Jobs, Real-world AI Propaganda Poisoning, MCP Explained, Cline vs. Windsurf, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member for the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade Subscribe to the newsletter at:https://danielmiessler.com/subscribe Join the UL community at:https://danielmiessler.com/upgrade Follow on X:https://x.com/danielmiessler Follow on LinkedIn:https://www.linkedin.com/in/danielmiessleBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.
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  • Raycast is a Must in 2025 - Action at the Speed of Thought
    In this episode, Daniel Miessler explores how to supercharge your macOS workflow with Raycast, transforming everyday tasks into lightning-fast, AI-powered actions. He talks about: Raycast as a Universal Launcher:Daniel explains how Raycast replaces traditional launchers like Spotlight and Alfred, offering an all-in-one shortcut to apps, files, and bookmarks for unparalleled efficiency. Quick Links and Custom Searches:He demonstrates how quick links streamline navigation by replacing outdated bookmarks and enabling custom search commands that let you bypass the browser for faster access. Integrated Utilities and Window Management:Discover how Raycast consolidates everyday tools—from color pickers and process killers to custom window arrangements—ensuring that all your essential utilities are just a keystroke away. Advanced AI Integration:Learn how Raycast’s innovative AI commands integrate with platforms like ChatGPT and Fabric, allowing you to interact with, summarize, and analyze web content directly from your command line. Custom Commands and Productivity Hacks:Daniel reveals his secrets for creating personalized hotkeys, snippets, and aliases that reduce friction in your digital workflow, making your daily tasks smoother and more intuitive. Subscribe to the newsletter at:https://danielmiessler.com/newsletter Watch the video on YouTube at:https://www.youtube.com/c/UnsupervisedLearning Follow on Twitter at:https://twitter.com/danielmiessler See you in the next one!Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.
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About Unsupervised Learning

Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready for what's coming.
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