--- title: Microsoft Believes AI Can Help Prevent Ransomware In The Future description: Microsoft Believes AI Can Help Prevent Ransomware In The Future --- [Securafy Knowledge Hub](https://blog.securafy.com) - [Topics](https://blog.securafy.com/#sf-cover) - [Tools](https://blog.securafy.com/#sf-tools) - [Books & Guides](https://blog.securafy.com/#sf-books) [Talk to Securafy](https://meetings.hubspot.com/securafy/strategy-call) [Topics](https://blog.securafy.com/#sf-cover) [Tools](https://blog.securafy.com/#sf-tools) [Books & Guides](https://blog.securafy.com/#sf-books) [Talk to Securafy](https://meetings.hubspot.com/securafy/strategy-call) [Knowledge Hub](https://blog.securafy.com) / IT Operations IT Operations # Microsoft Believes AI Can Help Prevent Ransomware In The Future Microsoft Believes AI Can Help Prevent Ransomware In The Future ![Randy Hall](https://blog.securafy.com/hubfs/Randy%20Hall%202.png) By Randy Hall Updated Nov 2025 2 min read Share [**](https://www.linkedin.com/sharing/share-offsite/?url=https://blog.securafy.com/2022/07/25/microsoft-believes-ai-can-help-prevent-ransomware-in-the-future) [**](https://twitter.com/intent/tweet?url=https://blog.securafy.com/2022/07/25/microsoft-believes-ai-can-help-prevent-ransomware-in-the-future&text=%3Cspan+id%3D%22hs_cos_wrapper_name%22+class%3D%22hs_cos_wrapper+hs_cos_wrapper_meta_field+hs_cos_wrapper_type_text%22+style%3D%22%22+data-hs-cos-general-type%3D%22meta_field%22+data-hs-cos-type%3D%22text%22+%3EMicrosoft+Believes+AI+Can+Help+Prevent+Ransomware+In+The+Future%3C%2Fspan%3E) [**](mailto:?subject=%3Cspan+id%3D%22hs_cos_wrapper_name%22+class%3D%22hs_cos_wrapper+hs_cos_wrapper_meta_field+hs_cos_wrapper_type_text%22+style%3D%22%22+data-hs-cos-general-type%3D%22meta_field%22+data-hs-cos-type%3D%22text%22+%3EMicrosoft+Believes+AI+Can+Help+Prevent+Ransomware+In+The+Future%3C%2Fspan%3E&body=https://blog.securafy.com/2022/07/25/microsoft-believes-ai-can-help-prevent-ransomware-in-the-future) ![](https://static.hsstatic.net/BlogImporterAssetsUI/ex/missing-image.png)Recently, Microsoft published a fascinating blog post. In the blog post, they said they were experimenting with "novel approaches" when it comes to harnessing the power of AI to spot threats on the threat landscape before they become a problem. In particular, the company is focused on stopping ransomware attacks while they're still in their earliest stages. To get even more fine-grained than that, they are specifically targeting human-operated ransomware campaigns. They note that there are certain indicators in common where human-operated ransomware campaigns are concerned, and these commonalities can be used to stop future attacks. The example that Microsoft gives in their blog post is that of a hacker who has stolen the network credentials of a company.  They will first log in to test those credentials, and once inside, will almost certainly move about inside the network in ways that the proper owner of those credentials would not. This creates specific data points that the AI can be on the alert for. Broadly speaking, these fall into three categories:  Time based, Graph based, and device-based. An example of a time-based data point would be if the hacker logged in to test the credentials at 3:00 in the morning and the owner of those credentials historically logs in at 8am. Graph-based patterns are the graphical representation of physical moves across a network space, plotted against expected moves. And device-based data points are exactly what they sound like.  The AI would expect that the owner of the stolen credentials would log in from his or her workstation and not a laptop hidden behind layers of proxies, which is suspicious in and of itself. It's a great idea, though Microsoft is quick to point out that it is still very much in its infancy.  Even so, it's easy to see how this could become an indispensable tool. Tagged Under IT Operations[Cybersecurity](https://blog.securafy.com/tag/cybersecurity)Business ContinuityAI Governance In This Article Need Help With Your Current Setup? Talk through your current systems, risks, and support gaps with Securafy. [Book a Strategy Call](https://meetings.hubspot.com/securafy/strategy-call) ## Join The Conversation Have a question or perspective on this topic? Add it below. ![Randy Hall](https://blog.securafy.com/hubfs/Randy%20Hall%202.png) About The Author Randy Hall · CEO & Founder Randy Hall is the CEO and Founder of Securafy, with decades of experience helping organizations make smarter, safer decisions about technology. A frequent speaker and instructor at national IT events, Randy has advised thousands of organizations, from startups and SMBs to large enterprises and U.S. government entities, on secure, practical technology adoption. He writes about the decisions business leaders are often expected to make without enough context, including cybersecurity, compliance, AI, cyber insurance, IT strategy, and business resilience. Outside the office, you’ll often find Randy on Lake Erie enjoying time on his 38-foot Chris-Craft. **Writes about:** Cybersecurity strategy, compliance, AI security, business resilience, cyber insurance, SMB risk, IT leadership [More From This Author →](https://blog.securafy.com/author/randyhall) Related Articles Business Continuity [Compliance Risk Assessment: How Downtime Impacts Your Bottom Line](https://blog.securafy.com/compliance-risk-assessment-how-downtime-impacts-your-bottom-line) When systems go down, compliance obligations don't pause—and the financial consequences ... 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