AI vulnerability patching has a grading problem 2026-10-12 at 07:45 By Anamarija Pogorelec Researchers at Northwestern University tested AI coding agents on 112 real security bugs. They found that a patch which stops a crash often fails the checks the project’s maintainers wrote for the fix. With Claude Opus 4.7, third of the patches that […]
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Thousands of wind and solar park systems sit exposed on the internet across Europe 2026-10-09 at 08:30 By Mirko Zorz Modat and NCSC-NL, the Dutch government’s cybersecurity center, found 8,547 internet-facing systems at wind farms and solar parks in 35 countries in and around the EU that should not be reachable from the internet. The […]
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Java library vulnerabilities: IBM and Red Hat fix 400+ previously unknown flaws 2026-10-08 at 07:18 By Anamarija Pogorelec IBM and Red Hat have found and fixed more than 400 previously unknown vulnerabilities in widely used Java libraries through Lightwell, their program for patching open source code that companies already run in production. Companies running the […]
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Most of the bugs Claude Mythos found have never been checked by a human 2026-09-04 at 07:30 By Anamarija Pogorelec Anthropic pointed Claude Mythos Preview at 281 open-source projects and collected 23,019 candidate vulnerabilities. External security firms reviewed 1,900 of them. Maintainers received 1,596 reports and acknowledged 1,451; 97 fixes landed upstream, and 88 findings […]
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Three in four AI-generated vulnerability patches leave something broken 2026-08-06 at 15:45 By Mirko Zorz Ask a frontier model to patch a real vulnerability and it will hand you something that looks like a fix. It reads like the patch a maintainer would write. When there is a test, it often passes. Roughly one time […]
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Code review used to be the only way to catch these bugs 2026-08-05 at 14:30 By Mirko Zorz An automated system called NOVA read the source code of 3,915 open-source projects over two months and came back with 14,090 vulnerabilities, each one confirmed through the system’s validation pipeline. Vulnerability researchers at Palo Alto Networks’ Unit […]
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200 new CVEs a day and no realistic way to patch them all 2026-07-30 at 09:00 By Mirko Zorz Ryan Dewhurst, CEO at KEVIntel, explains how his team confirms exploitation that CISA’s catalog has not listed yet. He describes a global honeypot sensor network, AI triage, and human verification in a lab before a vulnerability […]
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The AI code vulnerabilities that grow with your app 2026-07-23 at 07:30 By Mirko Zorz Theori built 28 apps with AI coding agents and scanned each one through its pentesting platform. Five models did the building, split between Anthropic and OpenAI, across apps written from a spec, thrown together from a casual prompt, and rewritten […]
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20 open-source cybersecurity tools to keep your team ready for anything 2026-07-08 at 08:30 By Anamarija Pogorelec AI is changing how security teams find vulnerabilities, analyze code, test applications, and protect infrastructure. Developers are building tools to secure AI systems themselves, from coding agents and memory protection to model exposure discovery. This roundup covers recent […]
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Vulnerability reports are arriving faster than GitHub can review them 2026-06-30 at 08:25 By Anamarija Pogorelec Across the open source world, people are reporting software flaws in record numbers, and the systems built to verify those reports are straining under the weight. The GitHub Advisory Database, which feeds automated security alerts to millions of projects, […]
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Vigolium: Open-source vulnerability scanner 2026-05-27 at 09:24 By Anamarija Pogorelec Vigolium, an open-source vulnerability scanner that combines deterministic scanning with AI-driven auditing, launched its initial open-source release this month. The project ships 235+ scanner modules and an in-process agent runtime called olium that handles autonomous endpoint discovery, attack planning, and finding triage. The tool exposes […]
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Cisco refines its risk-based vulnerability disclosure for the AI era 2026-05-25 at 21:27 By Sinisa Markovic Security teams already struggle with long lists of vulnerabilities and limited time to patch them. Cisco believes AI could increase that pressure by accelerating vulnerability discovery and increasing the number of findings security teams need to review. The company […]
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CVE Lite CLI: Open-source dependency vulnerability scanner 2026-05-20 at 09:34 By Mirko Zorz Dependency vulnerability scanning in JavaScript and TypeScript projects has long sat at the end of the development pipeline. Pull requests get opened, continuous integration runs, and a security scanner returns a list of CVE identifiers that developers then have to triage hours […]
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AI is drowning software maintainers in junk security reports 2026-05-18 at 21:32 By Zeljka Zorz AI-assisted vulnerability research has exploded, unleashing a firehose of low-quality reports on overworked software maintainers who are wasting hours sifting through noise instead of fixing real problems. Linus Torvalds, the Linux kernel’s creator, says the flood has made the project’s […]
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NIST admits defeat on NVD backlog, will enrich only highest-risk CVEs going forward 2026-04-16 at 19:48 By Zeljka Zorz NIST is overhauling how it manages the National Vulnerability Database (NVD) and switching to a risk-based model that prioritizes “enrichment” of only the most critical CVE-numbered security vulnerabilities. “This change is driven by a surge in […]
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Anthropic’s new AI model finds and exploits zero-days across every major OS and browser 2026-04-08 at 08:12 By Anamarija Pogorelec Automated vulnerability discovery tools have existed for decades, and the gap between finding a bug and building a working exploit has always slowed attackers. That gap is now substantially narrower. Anthropic’s Claude Mythos Preview, a […]
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CISA looks to partners to shore up the future of the CVE Program 2025-09-12 at 15:32 By Zeljka Zorz The US Cybersecurity and Infrastructure Security Agency (CISA) has affirmed its continuing support for the Common Vulnerabilities and Exposures (CVE) program. “If we want to outpace and outmaneuver our adversaries, we must first ensure that defenders […]
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Review: From Day Zero to Zero Day 2025-08-11 at 08:02 By Mirko Zorz From Day Zero to Zero Day is a practical guide for cybersecurity pros who want to move beyond reading about vulnerabilities and start finding them. It gives a methodical look at how real vulnerability research is done. About the author Eugene Lim […]
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New AI model offers faster, greener way for vulnerability detection 2025-07-31 at 08:33 By Mirko Zorz A team of researchers has developed a new AI model, called White-Basilisk, that detects software vulnerabilities more efficiently than much larger systems. The model’s release comes at a time when developers and security teams face mounting pressure to secure […]
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Artemis: Open-source modular vulnerability scanner 2025-07-30 at 09:00 By Mirko Zorz Artemis is an open-source modular vulnerability scanner that checks different aspects of a website’s security and translates the results into easy-to-understand messages that can be shared with the organizations being scanned. “The most important feature of the tool is report generation. Besides scanning, it […]
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