IT News Analysis

1

When the Whole Company Adopts AI: What It Does to Your SOC

Over the past year, we watched a new class of alert appear in enterprise security operations centers and grow faster than anything else in the stream: alerts that were triggered by AI tools and agents. Not attacks against AI, but the ordinary, everyday footprint of an organization using it, from developers running coding agents and non-technical staff signing consumer AI tools into corporate accounts. We reviewed AI-related activity across numerous enterprise environments. Two numbers frame everything that follows. AI-related alerts still account for only 0.43% of all SOC alerts. And that share is climbing every single month, up 685% between February and June 2026. AI is a small slice of the alert stream today and the fastest-growing slice at the same time. What makes those alerts worth a security team’s attention is not their volume but their composition. We sort everything an AI agent triggers in a SOC into three buckets: real attacks, risks, and noise, with the split being 94....

Sep 12, 2026

2

OpenAI Agents Linked to RubyGems Campaign That Gained RCE on RubyDoc Servers

The "major malicious attack" that targeted RubyGems in May 2026 was the work of a swarm of OpenAI agents, according to a new report published by researchers Spencer Kitts, Thomas Larsen, and Sydney Von Arx. On May 12, Maciej Mensfeld, senior product manager for software supply chain security at Mend.io, disclosed details of a coordinated cyber attack that targeted the package manager for the Ruby programming language with hundreds of junk gems, prompting the maintainers to suspend new user sign-ups for about four days. In a follow-up analysis, Socket highlighted a campaign dubbed GemStuffer that involved a cluster of more than 150 gems that used the package registry as a data exfiltration channel and staged public data scraped from U.K. local government democratic services portals. At that time, the software supply chain security company noted the activity shares the "same abuse pattern" as the broader RubyGems spam-publishing incident. "It's not...

Sep 12, 2026

3

11 years of data. New AI Risk Guidance

See where the field is heading.

4

GitLab CVSS 10 File-Read Flaw Draws In-the-Wild Probes After Disclosure

GitLab has released patches to address multiple flaws, including a maximum-severity security vulnerability that has witnessed in-the-wild probes within hours of public disclosure. The vulnerability in question is CVE-2026-85706 (CVSS score: 10.0), a path traversal issue in the repository commits API that could allow an unauthenticated user to read arbitrary files from the GitLab server under certain conditions. The problem, per GitLab, stems from "improper path confinement and missing authentication enforcement in the repository commits API." The issue impacts the following versions of GitLab Community Edition (CE) and Enterprise Edition (EE) - All versions from 18.7 before 19.1.8,  All versions from 19.2 before 19.2.6, and  All versions from 19.3 before 19.3.2 According to preemptive exposure management firm watchTowr, the vulnerability is already witnessing active in-the-wild probes since 06:00 UTC on September 11, 2026. The issue, it said, allows an ...

Sep 11, 2026

5

Anthropic Says Seven China-Based AI Labs Ran Industrial-Scale Claude Distillation Attacks

Anthropic on Thursday said it identified and disrupted industrial-scale illicit distillation attacks against Claude from seven labs based in China, including Alibaba, Moonshot, DeepSeek, Z.ai (aka Zhipu), and MiniMax. Knowledge distillation by itself is a legitimate training method . It refers to a machine learning technique where a large, powerful AI model assumes the role of a "teacher" to train a smaller, less-capable or faster "student" model to copy its capabilities. Illicit distillation, on the other hand, is an industrial-scale campaign that covertly extracts a model's capabilities and replicates them in another model without authorization, typically by making use of networks of fake accounts created with stolen credit cards, login credentials, and API keys. Frontier AI labs in the West, including Google and OpenAI , have repeatedly called out distillation attacks aimed at their models. Anthropic said it has observed unauthorized labs employing ...

Sep 11, 2026

6

Claude Used to Automate Exploitation and Data Theft Across Multiple Victims

Anthropic has warned that cybercriminals and state-sponsored hackers alike are using its Claude models for cyber attacks, weapons design, propaganda, and mass surveillance between December 2025 and August 2026. The threat actors, which the artificial intelligence (AI) company has branded Generative Threat Groups (GTGs), span state-sponsored groups, financially motivated criminals, commercial spyware vendors, state propaganda institutions, and politically motivated individuals. "The cybersecurity skills of AI models means that AI has collapsed the labor and tooling gap that used to separate well-resourced, state-sponsored operations from individual operators," Anthropic said . "The use of AI went beyond simple questions and responses from a chatbot but rather involved the use of multi-agent frameworks executing reconnaissance, exploitation, and data exfiltration." Among the notable cases highlighted by Anthropic is the development of an AI-assisted workflow by...

Sep 11, 2026

7

New Webinar: How AI Broke the Pyramid of Pain for Threat Detection

Attacker tools and infrastructure are now changing at machine speed. Learn what’s changed and how to adapt.

8

Russian State-Sponsored Hackers Use Claude to Rebuild Malware After Detection

Anthropic on Thursday revealed it disrupted a campaign mounted by a Russian state-sponsored threat actor that abused Claude for developing an AI-assisted workflow to get ahead of the detection curve. The operation has been attributed to a cyber espionage group it calls GTG-20006 (where "GTG" stands for Generative Threat Group), which aligns with broader reporting linking the cluster to Midnight Blizzard (aka APT29 and Cozy Bear). This actor is said to have developed an AI-driven process to automatically rebuild and re-deploy their toolkit if it was detected by security products, thereby undermining defenders' ability to block the artifacts via static detections. Attacks mounted by GTG-20006 have targeted military intelligence targets in Ukrainian and European governments, along with diplomatic and defense organizations and individuals connected to U.S. foreign policy. The toolkit includes a number of programs - Two Windows-based implants A mobile explo...

Sep 11, 2026

9

Your Critical Vulnerabilities Might Not Be Your Biggest Risk

Security teams have become exceptionally talented at finding vulnerabilities. Now, it’s time to turn our attention to optimizing the process for determining which of those vulnerabilities actually create a path to compromise. A critical vulnerability may look alarming on a scanner report, but if it sits behind strong segmentation, identity controls, and other defenses that prevent an attacker from reaching anything important, then it doesn’t necessarily need immediate attention.  On the other hand, a medium-severity vulnerability may appear less important, but if it can be used to provide a foothold that can be chained with other weaknesses to reach sensitive data or privileged systems, then fixing that gap becomes a priority. How Autonomous Penetration Testing Reveals What Attackers Can Actually Exploit Severity scores tell you what vulnerabilities could mean in isolation. Autonomous penetration testing tells you what an attacker can actually do with the vulnerabilities....

Sep 11, 2026

10

Attackers Chain JFrog Artifactory Flaws to Gain Admin Control and Plant Backdoors

Attackers have chained two flaws in JFrog Artifactory , the repository that software build pipelines pull from, to take administrator control of self-hosted servers and plant backdoors, cloud security company Wiz said in a report. Wiz saw the attacks between August 15 and September 8. JFrog had fixed both flaws before then, so only servers that had not been updated were open to them. Neither flaw gives administrator control on its own. CVE-2026-42018 makes Artifactory hand an internal anonymous-user token to a caller who has not logged in, even when anonymous access is turned off. CVE-2026-42016 then allows that low-privilege token to be swapped for one with administrator scope, because Artifactory checks a token's signature and who issued it, but not what the token is allowed to do. Every case Wiz saw followed a similar pattern. The attacker sent an unauthenticated request to a token endpoint and received a token for the internal anonymous user, then exchanged it ...

Sep 11, 2026