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Welcome to the JFrog Blog

JFrog vs Snyk: Why Effective AppSec Must Move Beyond Source Code

December 30, 2025 The JFrog Product Marketing Team

5 min read

The tech world is abuzz with the potential of AI and automated development, but this rapid advance is fueling a massive increase in regulatory scrutiny and supply chain risk. While many teams rely on source code scanning, focusing on code alone leaves a critical "malware blind spot" in the software supply chain. Today’s applications are…

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Docker Hardened Images are Free: Scale Their Adoption with JFrog

December 29, 2025 Achinoam Katsoff-Sitton, JFrog Product Marketing Manager, DevOps | 4 min read

Securing your Docker containers just got a lot easier. On December 17, Docker announced that their catalog of over 1,000 Docker Hardened Images (DHI)—previously a premium-only feature—is now free and open source. This big change means every developer can now start their Dockerfile with a minimalist, near-zero CVE, SLSA Level 3 compliant foundation. If you’re…

The Breach You Didn’t Expect: Your AppSec Stack

December 22, 2025 Jens Eckels, JFrog SVP of Global Communications | 4 min read

Imagine this. The Wake Up Call Your phone rings on January 2nd, and it’s your DevSecOps and AppSec groups. A major security vulnerability is exposing your business, and your teams are trying desperately to find and fix it to protect your data. You probably have scars as far back as Log4j, as well as threats…

swampUP Europe 2025 Recap

December 23, 2025 The JFrog Team | 6 min read

The energy was electrifying as the inaugural swampUP Europe 2025 kicked off at the JW Marriott this past November! For three days Berlin became the epicenter of the DevOps, DevSecOps, and MLOps universe, buzzing with a sense of intrigue and excitement. This wasn’t just another tech conference; it was a convergence of innovation and regulation,…

How to Detect and Eliminate Shadow AI in 5 Steps

December 17, 2025 Or Cohen Naznin, Product Manager, JFrog ML | 7 min read

The pressure to integrate AI is immense. Your developers need to move fast, and they’re finding ways to get the job done. But this rush for innovation often happens outside of established governance, creating a sprawling, invisible risk known as Shadow AI. To secure your organization, you must first understand what Shadow AI actually is.…

CVE-2025-55182 and CVE-2025-66478 (“React2Shell”): All you need to know – UPDATED

December 9, 2025 JFrog Security Research Team | 7 min read

IMPORTANT UPDATE: React2Shell Continues to Attack Cloud Infrastructure (Dec 9th, 2025) JFrog Security Research continues to track the React2Shell vulnerability. Recent developments include the original POC from the researcher who found this vulnerability. This POC shows the simplicity of exploiting this CVE and reflects the real severity and impact of this CVE. (Dec 12th, 2025)…

Stop Treating Models Like Magic, Start Treating Them Like Binaries

December 9, 2025 Rami Pinku, Senior Product Manager, JFrog ML | 7 min read

In my previous posts, we discussed the where and the how of managing your ML assets. We showed you how JFrog Artifactory acts as a powerful, universal model registry (the "where") and how the FrogML SDK serves as the gateway to get your models and metadata into it (the "how"). Now, let's talk about the…

Level Up Your Container Security: Introducing the JFrog Kubelet Credential Provider

December 3, 2025 Carmit Hershman, JFrog Senior Software Architect, CTO Office Eldad Assis, JFrog Principal Software Architect, CTO Office Muhammed Shahin, JFrog Senior Software Engineer Robin Duhan, JFrog Software Engineer | 8 min read

Amazon Elastic Kubernetes Service (Amazon EKS) is a fully managed, compliant Kubernetes service that simplifies running, managing, and scaling containerized applications. EKS automatically handles the availability and scalability of the Kubernetes control plane, allowing teams of any size or skill level to focus on building and deploying production-ready applications across diverse environments, including AWS, on-premises,…

PyTorch Users at Risk: Unveiling 3 Zero-Day PickleScan Vulnerabilities

December 2, 2025 David Cohen, JFrog Senior Security Researcher | 14 min read

AI Model Scanning as the First Layer of Security JFrog Security Research found 3 zero-day critical vulnerabilities in PickleScan, which would allow attackers to bypass the most popular Pickle model scanning tool. PickleScan is a widely used, industry-standard tool for scanning ML models and ensuring they contain no malicious content. Each discovered vulnerability enables attackers…

Shai-Hulud npm supply chain attack – new compromised packages detected

November 24, 2025 Andrey Polkovnichenko, JFrog Security Researcher | 9 min read

IMPORTANT UPDATE: Shai-Hulud Returns (Nov 24, 2025) JFrog continues to track, provide research and document another wave of the Shai-Hulud Software Supply Chain Attack which was originally reported by the JFrog Security Research team on 16-Sep-2025. Following the initial campaign, threat actors have returned with more advanced tactics, compromising an additional 796 new malicious packages…

Secure and Productionize Databricks AI Models with the JFrog Platform

November 25, 2025 Grig Duta, JFrog Solution Engineer | 10 min read

It’s well-known that Databricks is a world-class platform for data engineering and ML experimentation. Yet, for most organizations, the challenge isn't building models; it's the complex journey from a model in a notebook to a secure, governed, and production-ready application. In this blog, we’ll show you how integrating the JFrog Platform with Databricks bridges that…

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