Unsupervised Learning: No. 181

Unsupervised Learning: No. 181

Some absolutely fascinating research has just come out on what percentages and types of vulnerabilities are actually exploited in the wild. It found that only 5.5% of vulnerabilities discovered between 2009 and 2018 were actually exploited, with most of those being issues with a CVSS score of 9 or 10. The best part of the paper, however, was a discussion of optimal patching strategies, where they looked at different methodologies for what to patch and measured them against each other based on coverage (no misses) and efficiency (not patching what you don't have to). Options included patching by CVSS, whether or not there are public exploits, by vulnerability tags, etc. The ML model performed best, but it seemed that patching the CVSS 7 and above was decent as well, and for more efficiency but less coverage—CVSS 9 and above. Super interesting paper. More

The US is going to start requiring 5 years of social media account history from Visa applicants, as part of the filtering process. I'm genuinely curious as to how effective this is going to be. On the one hand, there will now be a market for creating and maintaining fake social media accounts that people can use for this purpose. But on the other hand, there will be many who don't want to go to that effort and either won't try to come, or will get caught in the filter. As with most things, the efficacy will come down to execution. More

A team at Stanford has made it possible to edit video using a text editor. So, editing the things that were said by the actual subject, to say something else entirely, but having it seamlessly injected into the video so it looks completely natural. More

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UL NO. 422: To Survive AI, We Must Become Creators

UL NO. 422: To Survive AI, We Must Become Creators

Fabric Threat Models, An AI Worm, GitHub Auto-blocks, Long Covid IQ, and more… Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at:https://danielmiessler.com/upgrade Follow on X:https://twitter.com/danielmiessler Follow on LinkedN:https://www.linkedin.com/in/danielmiessler See you in the next one!Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

6 Mars 202420min

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

In this sponsored standalone episode I speak with Ismael Valenzuela, VP of Threat Research and Intelligence at Blackberry Cylance. We discuss: Modern Threat Intelligence The shifting attention of attackers GenAI attacks How defenders are adapting to AI attacks And many other topics Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

4 Mars 202445min

UL NO. 420: APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…

UL NO. 420: APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…

APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

25 Feb 202423min

UL NO. 419: Problem Quality, 0-Day Spyware, LOTL, Ollama + OpenAI

UL NO. 419: Problem Quality, 0-Day Spyware, LOTL, Ollama + OpenAI

Two new agent types, Ollama's new API structure, $7 Trillion for chips, American satisfaction, and more… Read the episode online here.Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

12 Feb 202430min

UL NO. 418: DEFCON Moves, AnyCloudDesk, Ransomware Learnings, My Top AI Projects

UL NO. 418: DEFCON Moves, AnyCloudDesk, Ransomware Learnings, My Top AI Projects

My favorite 2 AI projects, US spending habits, and your security program is sh*t… 📢Sponsored by Kolide Kolide ensures that if a device isn't secure, it can't access your apps. Zero Trust auth for Okta that drives your Devices to 100% compliance.  Watch a DemoBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

8 Feb 202427min

UL NO. 417: NSA's Broker Buys, AI-Assisted Attacks, Companies Only Want Killers

UL NO. 417: NSA's Broker Buys, AI-Assisted Attacks, Companies Only Want Killers

Companies Demand AI, Breach Overload, More Tech Layoffs, Chip Investment, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

8 Feb 202423min

A Conversation with Shil Sircar from BlackBerry Data Science

A Conversation with Shil Sircar from BlackBerry Data Science

In this episode of Unsupervised Learning, we talked to Shil Sircar. Shil is the Senior VP of Engineering and Data Science at BlackBerry, and we talked about: - Machine Learning in Cybersecurity - The Evolution from ML to Generative AI - Predictive vs. Generative Models - Preventive AI in Cybersecurity - The Cylance AI Platform - Attacker vs. Defender Dynamics - Temporal Advantage in Threat Detection - Synthetic Malware Generation - Behavioral Analysis for Cybersecurity - And the Future of AI in Cybersecurity So with that, here's our conversation with Sil Sircar… Dive deeper here: Product Page: CylanceAI by BlackBerry Blog: Riding the AI Waves: The Rise of Artificial Intelligence to Combat Cyber Threats Blog: AI in Cybersecurity: Hype vs. Help Video: As Cyberthreats Have Evolved, So Has the Need for AI Video: Real-world performance is the ultimate test for predictive AI Predictive AI in Cybersecurity: What Works and How to Understand It Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

29 Jan 202437min

UL NO. 416: Tracking AI Agent Activity, 400 SF Cameras, AI Sleeper Agents…

UL NO. 416: Tracking AI Agent Activity, 400 SF Cameras, AI Sleeper Agents…

Benign AI's "Many Eyes", OpenAI's Pentagon partnership, AI voice scams, Zuckerberg all-in on AGI, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

24 Jan 202423min

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