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Small artificial intelligence (AI) models may be months away from developing capabilities to self-replicate on IoT devices like smart ovens and off-brand Android TV boxes, according to a warning from Anthropic. The frontier AI lab said small AI models could form autonomous, self-propagating worm botnets that are "challenging to shut down," since "there's no centralized point to shut off." Prior work has demonstrated that AI agents can act like one by scanning their network, executing an exploit, and copying model weights to a target machine across a GPU cluster with an aim to generate tailored attack strategies and use compromised machines as a botnet to run large language models (LLMs) in order to sustain its reasoning and expand in scale. "Such an 'AI worm' could carry its model weights with it as it reproduces (or re-download them from a public hub), and then run inference directly on compromised hardware," Anthropic said . "Eff...

A flaw in Docker Hub, the registry where container images are published and downloaded, let one user push, pull, or delete images as another user. Docker fixed the flaw on September 30 and says it found no evidence that anyone exploited it. The flaw was in the feature that  converts a personal account  into an organization, Docker said in a  security advisory  on October 12. Conversion transferred the account's personal access tokens (PATs) to the user designated as the organization's owner. A PAT is used in place of a password in the registry, and the person who created each token can still use it. The access was limited to the registry. It did not reach the Docker Hub web interface, and it could not be used to change a password, email address, or two-factor settings, or to take over an account. Docker tracks the flaw as CVE-2026-105445 and rated it critical. The  CVE record  it published on October 13 gives the flaw a CVSS 4.0 score of 9.4. The ...

A flaw in SAP's  Cloud SDK for Python  can send an application's OAuth2 client credentials to a server an attacker controls, SAP said in a  security advisory  on October 13. The flaw affects multi-tenant applications on SAP Business Technology Platform (BTP) that use the SDK, SAP's official Python client for BTP services. An attacker must be able to control the tenant subdomain, the name such an application passes to the SDK to say which tenant a request is for. The flaw is tracked as CVE-2026-89111 and carries SAP's CVSS score of 10.0 out of 10. The advisory names  version 0.45.2 , released on August 21, as the fix. The SDK handles authentication for those services with the application's client credentials, a client ID and a client secret. Version 0.45.2 added a check that rejects any tenant subdomain that is not a simple name. Six later releases do not apply that check in every case, The Hacker News found. Versions 0.53.0 through 0.55.0, published betwe...

Two of 31 newly disclosed flaws in Progress Software's  MarkLogic Server  database could let an account given only some management privileges take administrator control of the server, the company says. Progress published all 31 on October 12 and scored five of them critical. Fixes have been available since September 10, in  MarkLogic 11.3.7  and  MarkLogic 12.1.0 . Affected releases, and the release that fixes each: MarkLogic 11.x before 11.3.7: upgrade to 11.3.7 MarkLogic 12.x before 12.1.0: upgrade to 12.1.0 MarkLogic 11.3 is the long-term support (LTS) line. The 12 line, which Progress calls an innovation release, has no patched 12.0 release. Its fix is 12.1.0, which also adds new features. Installing the fixes for the 10 MarkLogic flaws Progress disclosed in August is not enough. Those fixes arrived in 11.3.6 and 12.0.3, and both releases are affected by the new flaws. Progress's CVE records and its upgrade notes for the two releases do n...

Some meetings last longer than it took attackers to jump on a newly disclosed security flaw this week. Within hours, they were already testing it. That's not much time to read the warning, let alone do something about it. But speed is only part of the problem. A secure connection didn't always mean a safe destination. People offering to fix a ransomware mess had questions to answer themselves. Malware got better at hiding its tracks. And some systems turned out to be easier to break into than anyone would like to admit. The odd part is how normal much of it looked until someone checked closer. There's more going on here than a few bad bugs and clever attacks. Some of the smaller stories are just as telling. This week's full recap is worth a read, especially the bits that didn't make the big headlines. ⚡ Threat of the Week Atlassian Flaw Exploited in the Wild — Threat actors have begun to exploit a newly disclosed critical security flaw impacting Atlassian...

The personal AI agents rollout is going about as smoothly as expected: Amazon now blocks Meta's Muse because it doesn't identify itself as a bot while browsing; Instinct keeps raising privacy concerns ; and the horror stories from pretty much every personal AI agent keep piling up. Regardless, the tech world is mesmerized by the capabilities and potential of these services. Less than a year after the first release of the open-source agent now called OpenClaw, the juggernauts are putting their weight behind the idea that each of us needs a personal assistant. You know what's coming: your employees will connect their personal agents to work systems. There's no stopping that. Their agents already manage their home time, and managing their work time is the next logical step. For them, that is. Not for your security. Given that personal agents will reach corporate systems whether approved or not, you might be wondering what the best way is to block them. If that’s yo...

Cybersecurity researchers have disclosed details of an ongoing credential-theft campaign that has compromised two high-profile open-source maintainer accounts to push a malicious workflow into over 340 repositories. "Using the account of Takashi Kitao, author of the 18,400-star game engine pyxel, the attacker pushed a malicious workflow to 27 repositories starting at 13:20 UTC," StepSecurity said . "Eight hours later, the account of Henry Wu (henrywoo), the original author of Uber's athenadriver, was used to push the same workflow to 318 repositories in a 16-minute window, 21:10–21:26 UTC." As of October 9, 2026, Socket said it has identified more than 500 GitHub accounts that committed the malicious workflow to tens of thousands of repositories since October 7, 2026. The activity has been attributed to GhostAction , a massive supply chain attack campaign that first came to light in September 2025. The activity impacted 817 repositories across 327 GitHu...

As enterprises race to deploy autonomous AI agents to accelerate business, a new report reveals they are tethered to security architectures built for a different era. The " Horizons of Identity Security " report from SailPoint highlights a critical “velocity paradox,” in which organizations invest in AI-speed business operations while continuing to rely on human-speed security controls, creating a structural failure that legacy approaches cannot solve. The data shows that while businesses have spent years maturing their identity programs for human employees, those same playbooks are fundamentally broken when applied to the ephemeral, autonomous, and rapidly multiplying world of non-human AI agents. A Market Stalled at the Starting Line Despite years of investment in identity and access management, the market's overall security maturity has hit a wall. According to the report, the center of gravity remains firmly planted in the foundational stages, with a combined 6...

The U.S. Federal Bureau of Investigation (FBI) and Department of Justice (DoJ) have announced the disruption of malicious tools used by a China-linked advanced persistent threat group known as Flax Typhoon. To that end, the agencies seized several domains and blocked access to platforms that were used to scan, and in some cases infiltrate, U.S. critical infrastructure. The list of seized domains is as follows - c0cc[.]cc 98aiblog[.]com 98aicai[.]com 98aicode[.]com outlook3650[.]com youtubecard[.]com linkedinns[.]net Flax Typhoon , also tracked as Ethereal Panda and RedJuliett, is associated with Integrity Technology Group, a Beijing-based company that contracts with the Chinese government. It was previously attributed to a botnet called Raptor Train that comprised thousands of compromised small office/home office (SOHO) and IoT devices. It was taken down following a U.S. court-authorized operation in September 2024. "These state-sponsored hackers co...

Hackers tied to a Chinese cybersecurity company stole email from government organizations, law enforcement agencies, healthcare systems, and religious institutions in Southeast Asia, the FBI and agencies in 6 other countries said on October 8. The company, Integrity Technology Group , has been sanctioned by the U.S. and the UK. The hackers scanned websites for flaws using a tool containing more than 1,300 scripts, guessed passwords for Microsoft 365 and Exchange accounts, and copied mailboxes using tools designed to collect mail. The hackers have been breaking into networks since at least mid-January 2021, according to the agencies'  joint advisory . It describes the hacking in the present tense but provides no date for any theft and does not specify how many organizations were breached. The same hackers targeted U.S. government services, critical manufacturing, healthcare, and IT organizations, along with U.S. law enforcement, education, and religious groups. Organizations ...

The crooks have trust problems of their own. One ransomware affiliate decided to keep the profits for himself. Elsewhere, an attacker left a server exposed, complete with tools and traces of an intrusion. Apparently, keeping things secure is a problem on both sides of the fence. The rest of the week isn't much more reassuring. Malicious code turned up in developer packages and extensions that looked harmless. Familiar online services helped phishing emails appear legitimate. A basic file upload flaw gave attackers a way in, while weak session cookies made impersonation far too easy. Even AI assistants are getting their own instructions hidden inside phishing messages now. What's interesting is the gap between effort and results. Some attacks involve several stages, careful timing, and plenty of tricks. Others get surprisingly far because of a bad design choice or something nobody bothered to check. Both seem to be working well enough. Anyway, here's what else turned u...

The npm package known as " tensorlake ," a TypeScript software development kit (SDK) for Tensorlake applications, sandboxes, and cloud services, was compromised as part of a ChainDrop / Shai-Hulud supply chain attack. The malicious version 0.5.144 "contains obfuscated malware that harvests credentials, exfiltrates secrets, establishes persistence, and executes remotely supplied code," Socket said . Version 0.5.144 is no longer available for download from the npm package registry. An analysis of the compromised release shows that it contains a preinstall hook designed to launch a JavaScript file ("package/lib/setup.mjs"), an obfuscated loader that launches the main credential-stealing and self-propagating worm ("package/lib/Math_Symbol.js") using the Bun runtime. The stealer malware is designed to harvest credentials across local files, CI environments, Kubernetes, and Vault sources. It also drops the HackBrowserData binary, exfiltrate...

A critical vulnerability in LMCache , open-source software that speeds up large language model (LLM) servers such as vLLM, lets an attacker run code on the cache server without logging in, and no fixed version is available. The flaw is in LMCache's  multiprocess mode , where the cache runs as a standalone server that LLM workers reach over the ZeroMQ messaging library. A single network message to that server can run commands as the user the LMCache process runs as. The server can be reached from another machine only when an operator sets it to listen on a routable address, rather than the localhost it uses by default. JFrog disclosed the flaw  on October 7 and assigned it a severity score of 9.8 out of 10, in the critical range, the rating it gives a server bound to a routable address. The vulnerability, tracked as  CVE-2026-105192 , affects LMCache from version 0.3.9, released in October 2025, through 0.5.5, the latest stable release, and is also present in the ...

In 2024, MCP (Model Context Protocol) set out to become the USB-C of AI: one standard for connecting models, agents, and IDEs to tools and data. The protocol delivered. Thousands of developers built servers, and enterprises plugged them into agent workflows. The ecosystem around it fell short. Earlier this year, our team at OX Security ,  traced critical vulnerabilities in Anthropic's MCP source code, downloaded more than 150 million times. This time, we looked at what people actually install: community-published servers across the most popular MCP marketplaces. We found no guardrails and no review. Security is a recommendation, not a policy. A Marketplace With No Bouncer In 2012, Google ran Bouncer, an automated scanner that checked Android apps for malware before they reached users. It wasn't perfect: researchers slipped malware past it . But it existed. MCP marketplaces have no equivalent. Anyone can write a server, push it, and publish it. Even a review wouldn'...

A blank field. A public repo. One reply to an email. A box left exposed. None of this sounds dramatic, which is partly the problem. This week’s threats keep finding leverage in small things that were easy to overlook. There are actively exploited bugs in the mix, cleaner intrusion paths, smarter automation, and a long patch list waiting behind them. Some attacks are getting more capable. Others are still getting in because the basics gave way first. Here’s what mattered this week. ⚡ Threat of the Week Citrix Warns of Newly Exploited NetScaler ADC and Gateway Flaw — Citrix released security updates for a high-severity security flaw in NetScaler ADC and NetScaler Gateway that has been exploited as part of targeted zero-day attacks. The vulnerability, tracked as CVE-2026-88779, carries a CVSS score of 8.7 out of 10.0. "CVE-2026-88779 is a memory overflow vulnerability in Citrix NetScaler ADC and Citrix NetScaler Gateway that can lead to denial-of-service under specific depl...

Featuring: Cybersecurity is being reshaped by the expansion of cloud infrastructure, AI, distributed systems, and increasingly complex digital environments. As organizations manage more identities, devices, data, and internet-facing infrastructure, security is shifting toward continuous visibility, control, and the ability to respond to risk at scale. This report examines how core areas of cybersecurity are evolving in response to that shift. Across identity security, telemetry management, human security, endpoint management, human risk intelligence, exposure management, email and domain security, connected device security, AI-native security operations, and cloud security, it explores how organizations are adapting to threats that increasingly move across systems, identities, and infrastructure rather than targeting a single point of failure. Read the full report here:  https://report.papryon.com/thehackernews

Government and policy organizations across Asia have become the target of a new campaign orchestrated by a China-nexus threat actor. The activity, which has targeted government and policy organizations in Taiwan, India, the Philippines, Cambodia, Pakistan, Thailand, and Myanmar, involves the deployment of a previously undocumented backdoor codenamed Antino. Cisco Talos is tracking the cluster under the moniker UAT-11587 . The threat actor was first detected in September 2025 in connection with a spear-phishing campaign directed against Taiwan's academic, think tank, and civil society policy community. Since then, attacks linked to the intrusion set have expanded to target 16 entities across eight Asian countries. "Antino is a Rust-compiled Windows backdoor that supports host reconnaissance, shell and PowerShell execution, file transfer, in-memory shellcode loading and persistence," security researcher Ashley Shen said . "Its native command-and-control channel ...

Dell has released security updates to address multiple critical security flaws in Dell Container Storage Modules (CSM) that could be exploited by bad actors to take over susceptible systems. The vulnerabilities are listed below - CVE-2026-63688 (CVSS score: 10.0) - A missing authentication for critical function vulnerability in the csm-authorization-storage gRPC server that an unauthenticated remote attacker could exploit to obtain unauthorized access to storage backend administrator credentials for all registered storage arrays. CVE-2026-63692 (CVSS score: 10.0) - A missing authentication for critical function vulnerability in the authorization proxy and tenant service that an unauthenticated network attacker could exploit to bypass authentication controls and gain administrative-level privileges. CVE-2026-67269 (CVSS score: 9.9) - An improper privilege management vulnerability in the ContainerStorageModule Custom Resource reconciler that a low-privilege remote attac...

The quarterly board meeting is two weeks out. The security team is pulling exports from the identity provider, the cloud posture tool, the vulnerability scanner, the SIEM and the EDR console. Someone is building a spreadsheet to reconcile them. Someone else is turning that spreadsheet into slides. Then a board member asks three questions: How secure is the organization, overall? What is the actual financial exposure? Is the security posture better than it was last quarter? Most security leaders cannot answer any of them with confidence. Not because the data doesn't exist, but because it lives in a dozen tools that don't share context. A new guide to confident board reporting for CISOs takes on exactly this problem. This article walks through why traditional reporting fails and what a better model looks like. Boards Have Stopped Trusting Activity Metrics For years, security reporting has run on counts. Vulnerabilities found. Patches applied. Alerts closed. P...

This week, the useful words are boring ones: inspect, cache, compile, store, trust. Each sounds harmless. Each can become an attack path when a system does a little more than people expect. A model check can run code. A cache can mix up requests. A public secret can stay useful for years. That is the lesson running through the list. Attackers do not always need a brilliant new trick. They can hide commands in public infrastructure, reuse old flaws, abuse weak defaults, or let automation stitch together a rough path that still works. Faster tools are changing the pace, but basic mistakes are still doing plenty of the work. So the interesting question this week is not “what broke?” It is “what did we assume was safe because it looked ordinary?” The full list has answers. The threats change every week. Subscribe, and we’ll alert you when each new ThreatsDay Bulletin is out.