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TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development

TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development

Jul 15, 2026 IoT Security / Network Security
Cybersecurity researchers have disclosed details of a previously unreported Internet-of-Things (IoT) botnet framework dubbed TuxBot v3 Evolution that shows signs of being developed with assistance from a large language model (LLM), albeit with not so successful results. "While the AI complied with their request to generate botnet code, it included a safety disclaimer that the developer failed to remove before shipping," Palo Alto Networks Unit 42 said . "Although the LLM clearly aided in constructing the botnet, several functions in the analyzed samples failed to work correctly." The cybersecurity company said a manual code review would have resolved these errors and that it's possible more polished iterations of the malware exist out there in the wild. The botnet framework consists of multiple components: a C-based bot agent that cross-compiles for multiple architectures (e.g., ARM, MIPS, MIPSEL, MIPS64, x86_64, PowerPC, and RISC-V), a Go-based command-...
Firefox, Chrome, Adobe, and VMware Updates Fix Multiple Critical Security Flaws

Firefox, Chrome, Adobe, and VMware Updates Fix Multiple Critical Security Flaws

Jul 15, 2026 Vulnerability / Browser Security
Mozilla has released updates to address two critical flaws in Firefox for which it warned that exploit code has been published. The vulnerabilities are listed below - CVE-2026-15718 , an invalid pointer in the JavaScript: WebAssembly component CVE-2026-15719 , a site isolation in the DOM: Navigation component "We are aware that exploit code for this is public, however we are not aware of any attacks in the wild abusing this flaw," Mozilla said in an advisory. Both vulnerabilities have been addressed in Firefox version 152.0.6. The release comes as Google shipped fixes for 15 security flaws, including two critical use-after-free bugs in Ozone ( CVE-2026-15764 and CVE-2026-15765 ), a cross-platform abstraction layer that allows the browser to interact natively with various display servers and windowing systems. It supports Linux, ChromeOS, and Fuchsia. "Use after free in Ozone in Google Chrome on Linux prior to 150.0.7871.125 allowed a remote attacker ...
SASE Has An AI Blind Spot. Inspecting Packets Is No Longer Enough.

SASE Has An AI Blind Spot. Inspecting Packets Is No Longer Enough.

Jul 15, 2026 Network Security / Enterprise Security
For years, routing traffic through cloud proxies was good enough. Then work moved to the browser, AI entered the workflow, and the inspection model stopped keeping up. Enterprise workflows now live across SaaS applications, browsers, and an expanding ecosystem of generative AI tools, unsanctioned browser extensions, and autonomous agents. Employees routinely paste intellectual property into public LLMs for code optimization, while automated agents query internal documentation and move data across systems at machine speed. The challenge is not that SASE failed, but that data interactions have shifted to the presentation layer, an area network-centric architectures were never designed to see. This structural paradigm shift is explored in detail within The Guide to Modern SASE Architecture . Why Traditional Enforcement Struggles Traditional SASE relies on backhauling traffic to cloud proxies for decryption, inspection, and policy enforcement. However, modern internet protocols, spe...
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The AI Security Starter Pack

websiteWizAI Security / Cloud Security
Unlock 7 of the most widely used AI security resources in one place. Each asset provides practical tools for securing AI apps, models, and agents.
cyber security

11 real-world stories proving how identity drift opens active attack paths

websiteXM CyberIdentity Security / Exposure Management
Learn how attackers leverage privilege drift to reach critical assets across 11 architectural teardowns.
Two SonicWall SMA 1000 Zero-Days Exploited, One Could Enable Admin Commands

Two SonicWall SMA 1000 Zero-Days Exploited, One Could Enable Admin Commands

Jul 15, 2026 Vulnerability / Enterprise Security
SonicWall has warned of active exploitation of two zero-day vulnerabilities impacting Secure Mobile Access (SMA) 1000 series appliances, one of which could be exploited to achieve arbitrary command execution. The vulnerabilities are listed below - CVE-2026-15409 (CVSS score: 10.0) - A Server-side request forgery (SSRF) vulnerability that a remote unauthenticated attacker could exploit to potentially cause the appliance to make requests to an unintended location. CVE-2026-15410 (CVSS score: 7.2) - A post-authentication code injection vulnerability rooted in the Appliance Management Console (AMC) that a remote authenticated attacker could exploit to execute arbitrary operating system commands as administrator under certain conditions. SonicWall said it has "investigated multiple cases indicating the active exploitation of the vulnerabilities," urging customers to apply the fixes as soon as possible. The patches are available in the following versions - 12.4...
LabubaRAT Masquerades as NVIDIA Software to Control Windows Hosts

LabubaRAT Masquerades as NVIDIA Software to Control Windows Hosts

Jul 14, 2026 Malware / Threat Intelligence
Cybersecurity researchers have flagged a previously undocumented Rust-based remote access trojan (RAT) codenamed LabubaRAT that masquerades as NVIDIA software to blend into target environments. "LabubaRAT creates a reusable foothold for hands-on activity," Blackpoint Cyber researchers Sam Decker and Nevan Beal said in an analysis published today. "Once deployed, it can profile the host, identify security tools, receive operator commands, move files, capture screenshots, and proxy traffic through the affected system." The implant also supports multiple communication methods, including HTTPS, WebView2, and DNS tunneling, allowing attackers to maintain access to compromised hosts even if one pathway is detected and closed off. There are some signs that LabubuRAT is being offered under a malware-as-a-service (MaaS) model. The starting point of the attack chain is an executable named "nvidia-sysruntime.exe," which impersonates NVIDIA's container ru...
RabbitMQ Flaws Could Leak OAuth Secrets and Expose Cross-Tenant Queue Metadata

RabbitMQ Flaws Could Leak OAuth Secrets and Expose Cross-Tenant Queue Metadata

Jul 14, 2026 Vulnerability / Network Security
Cybersecurity researchers have disclosed details of two access control-related flaws impacting the RabbitMQ message broker service that could allow attackers to leak OAuth client secrets, expose enterprise messaging infrastructure to takeover risks, and bypass tenant boundaries. Miggo's security team, which discovered and reported the flaws, said one "leaks the broker's confidential OAuth secret to an unauthenticated attacker in a single request, a direct path to full broker takeover in the configurations that use that secret." The second vulnerability allows any logged-in user to silently read other tenants' data. Both shortcomings are said to have been present in the codebase since early 2024, impacting RabbitMQ release lines from 3.13.0 and later. They have been addressed in versions 4.3.0, 4.2.6, 4.1.11, 4.0.20, and 3.13.15. There is no evidence of active exploitation of either of the vulnerabilities prior to the public disclosure. A brief description ...
How Pentera Turns AI Security Workflows into Validation Engines

How Pentera Turns AI Security Workflows into Validation Engines

Jul 14, 2026 Artificial Intelligence / Security Agent
AI security agents are starting to influence real security decisions. They summarize findings, prioritize remediation, recommend next steps, and help teams move faster. But most still rely on fragmented risk signals: scanner output, severity scores, threat intelligence, configuration findings, and exposure data. That fragmentation matters because attackers do not move through environments one tool category at a time. They chain exposures across identities, networks, cloud assets, applications, and security controls. If the AI workflow only sees isolated findings, it cannot understand whether those findings create a real attack path. As AI-powered attackers accelerate exploitation, security teams need more than faster AI-assisted workflows. They need workflows grounded in evidence that can prove which risks are exploitable. These systems can correlate information and identify patterns, but without validation, they cannot answer the question security teams ultimately care about: C...
U.S. Sanctions First VPN Service and Malware Cryptor Seller Over Ransomware Support

U.S. Sanctions First VPN Service and Malware Cryptor Seller Over Ransomware Support

Jul 14, 2026 Network Security / Cyber Espionage
The U.S. Treasury Department's Office of Foreign Assets Control (OFAC) has designated two individuals and a VPN service provider for enabling ransomware actors' and other cybercriminals' malicious activities, including ransomware attacks against Americans. The VPN, named First VPN Service ( 1VPNS ), has been accused of offering its tools to ransomware groups, along with its 45-year-old Ukrainian administrator, Dmytro Rashevskyi. The department has also sanctioned Yegeniy Vladimirovich Silayev, a Belarusian national, for selling cryptors to help conceal ransomware and other malware as safe programs to avoid being detected by security tools. First VPN was dismantled in May 2026 as part of a joint law enforcement operation by European and North American authorities for assisting criminal actors to obscure the origins of ransomware attacks, data theft, scanning, and denial-of-service attacks. The service had been operational since 2014, advertising that it neither keeps...
⚡ Weekly Recap: ShareFile Threat, Citrix Bleed 2 Ransomware, AI Coding Attacks, and More

⚡ Weekly Recap: ShareFile Threat, Citrix Bleed 2 Ransomware, AI Coding Attacks, and More

Jul 13, 2026 Cybersecurity / Hacking
Somewhere right now, a security tool is quietly finding bugs faster than any human can fix them. That's supposed to be the good news. The catch is that the attackers have the same tools, pointed the other way, and they don't file tickets. That's the shape of this week. Trusted code turns on the people who installed it. Old bugs from last year are still landing because the fix sat in a queue too long. Fake installers, poisoned packages, systems left facing the open internet, and helpful little AI assistants running instructions that were never yours. The gap between "patch exists" and "already exploited" keeps shrinking, and nobody's closing it. None of it is exotic. That's what wears you down. Same ordinary mistakes, just happening faster than we can keep up. Here's the full mess, top to bottom. ⚡ Threat of the Week Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers — Progress urged customers to shut down Win...
Attacker Uses Suspected AI-Generated PowerShell Script to Map Active Directory

Attacker Uses Suspected AI-Generated PowerShell Script to Map Active Directory

Jul 13, 2026 Artificial Intelligence / Threat Intelligence
Cybersecurity researchers have flagged an intrusion in which an unknown threat actor leveraged a vibe-coded PowerShell script for Active Directory (AD) enumeration. "The script looked for the Domain Controller (DC) and mapped users, computers, and domains, before creating a directory and exporting out a number of files, and finally creating AD_Report.html to measure the success of the enumeration attempt," Huntress researchers Jevon Ang and Dray Agha said . The attack chain involved the threat actor establishing Remote Desktop Protocol (RDP) access onto a domain-joined Windows Server with a set of pre-compromised credentials, followed by staging the tools in the "C:\ProgramData\" folder. The incident took place in early June 2026. This included an artificial intelligence (AI)-generated payload to map the Active Directory environment. The assessment is based on various telltale signs, such as the prompt iteration title, placeholder strings, over-engineered cod...
Hackers Weaponize Balochistan Police Portal in Multi-Group Espionage Campaigns

Hackers Weaponize Balochistan Police Portal in Multi-Group Espionage Campaigns

Jul 11, 2026 Threat Intelligence / Cyber Espionage
Cybersecurity researchers have disclosed details of sustained cyber espionage activity against several Pakistani law enforcement organizations undertaken by suspected China- and India-aligned threat actors between February 2024 and April 2026. "At Balochistan Police, the compromised assets included servers hosting web applications that manage police and citizen data, such as criminal and biometric records," Aleksandar Milenkoski, principal threat researcher at SentinelOne SentinelLABS, said in a report published this week. The activity targeted network appliances and servers hosting web applications that manage biometric records, hotel and tenant registrations linked to national identity records, criminal case files, and personnel records. The China-nexus threat actor is also said to have compromised one of these web applications to deploy a custom implant masquerading as a portal update. The application in question, named Complaint Management System (CMS), serves pol...
URGENT - Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers Over Security Threat

URGENT - Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers Over Security Threat

Jul 10, 2026 Enterprise Security / Security Incident
Progress Software has told ShareFile customers to shut down the Windows servers running their Storage Zone Controllers, confirming to The Hacker News that it is responding to a "credible external security threat." The company has temporarily disabled access to the affected accounts, a step it says it took "out of an abundance of caution" while it works with internal and external security experts. It says it has no indication of unauthorized access to any ShareFile accounts or data, and that it notified customers after learning of the threat. What Progress has not said is what the threat is or who is behind it. The order became public when a customer posted the company's email to Reddit's  r/sysadmin  on July 10. Progress  confirmed the disruption on its status page, listing Storage Zone Controller customers as "not operational" and the incident as under investigation as of a 12:12 p.m. EDT update. Only the Storage Zone Controller is af...
Unpatched XRING Flaw in XQUIC Lets Remote Clients Crash HTTP/3 Servers

Unpatched XRING Flaw in XQUIC Lets Remote Clients Crash HTTP/3 Servers

Jul 10, 2026 Vulnerability / Server Security
A single wrong variable on one line in XQUIC, Alibaba's QUIC and HTTP/3 library, lets any remote client crash the server with a short burst of completely legal traffic. There is no patch. FoxIO researcher Sébastien Féry  disclosed the flaw on July 8  and nicknamed it XRING. He says it needs no login and no malformed packets: about 260 bytes of ordinary QPACK traffic takes the server process down. XQUIC is open-source, so the risk is not Alibaba's alone: any server that embeds it and serves HTTP/3 with the default QPACK settings is exposed. That includes Tengine, Alibaba's Nginx-based web server, which FoxIO says fronts the company's cloud and CDN on sites including Taobao and Alipay. Every release through v1.9.4, the latest, is affected. There is no fixed release and no CVE as of July 10. Until a fix ships, operators can set SETTINGS_QPACK_MAX_TABLE_CAPACITY to 0, which turns off QPACK's dynamic table, or drop HTTP/3 support entirely. The bug lives in how H...
Study of 281 Free Android VPN Apps Finds Traffic Leaks, Unencrypted Data, and Tracking

Study of 281 Free Android VPN Apps Finds Traffic Leaks, Unencrypted Data, and Tracking

Jul 10, 2026 Mobile Security / Privacy
Researchers ran 281 of the most popular free VPN apps on the Google Play Store through a new testing system and found that many fail at the basics people install a VPN for, i.e., keeping their traffic private and secure. The apps flagged with at least one problem have been installed more than 2.4 billion times. The problems are basic, not sophisticated. 29 apps let user traffic leak outside the encrypted tunnel, including the DNS lookups that reveal which websites you visit. 61 apps send some data in plain text that anyone watching the traffic on that network can read. Five of those send the app's configuration file in the clear, which lets an attacker on the network redirect the connection to a server they control. The system, called MVPNalyzer , was presented at the NDSS security conference in February 2026 by researchers at the University of Michigan, the University of New Mexico, and IIT Delhi. It is a mobile counterpart to the same lab's earlier VPNalyzer study ...
Ubiquiti Patches Critical UniFi Flaws Across Connect, Talk, Access, Protect, and OS

Ubiquiti Patches Critical UniFi Flaws Across Connect, Talk, Access, Protect, and OS

Jul 08, 2026 Vulnerability / Network Security
Ubiquiti has shipped updates to address multiple critical security flaws impacting UniFi Connect, UniFi Talk, UniFi Access, UniFi Protect, and UniFi OS that could result in privilege escalation and arbitrary command execution. The list of vulnerabilities is as follows - CVE-2026-50746 (CVSS score: 10.0) - An improper access control vulnerability in UniFi Connect Application that an attacker with access to the network could exploit to execute a command injection on the host device. (Affects versions 3.4.16 and earlier; fixed in version 3.4.20) CVE-2026-50747 (CVSS score: 9.9) - A series of authenticated SQL injection vulnerabilities in UniFi Talk Application that an attacker with access to the network could exploit to escalate privileges on the host device. (Affects versions 5.1.2 and earlier; fixed in version 5.2.2) CVE-2026-50748 (CVSS score: 9.9) - An improper input validation vulnerability in UniFi Access Application that an attacker with access to the network coul...
China-Linked UAT-7810 Expands ORB Network With New LONGLEASH Malware

China-Linked UAT-7810 Expands ORB Network With New LONGLEASH Malware

Jul 08, 2026 Malware / Network Security
A Chinese threat actor tracked as UAT-7810 is actively refining its bespoke malware to expand its Operational Relay Box (ORB) network by breaking into internet-facing networking devices. According to findings from Cisco Talos, UAT-7810 is an advanced persistent threat (APT) actor that's responsible for maintaining and proliferating LapDogs , an ORB network that first came to light in June 2025. "UAT-7810 is most likely tasked with establishing Operational Relay Box (ORB) networks that can then be leveraged by associated secondary threat actors to conduct their own malicious attacks against high value targets," researchers Jungsoo An, Asheer Malhotra, Vanja Svajcer, and Brandon White said . One such China-nexus threat actor that has leveraged the infrastructure in its own attacks is UAT-5918 , which has been linked to cyber attacks targeting critical infrastructure entities in Taiwan since at least 2023 with an aim to establish persistent access within victim envir...
CERT/CC Warns of Hidden Admin Backdoor in Tenda Router Firmware

CERT/CC Warns of Hidden Admin Backdoor in Tenda Router Firmware

Jul 07, 2026
Several versions of firmware released by Chinese network device manufacturer Tenda have been found to embed an undocumented authentication backdoor that enables administrative access to the devices' web management interfaces, the CERT Coordination Center (CERT/CC) warned Monday. "An attacker can exploit this vulnerability, tracked as CVE-2026-11405 , to bypass the password verification process and obtain full administrative control without valid credentials," the CERT/CC said in an alert. The vulnerability impacts multiple versions of the firmware - US_FH1201V1.0BR_V1.2.0.14(408)_EN_TD US_W15EV1.0br_V15.11.0.5(1068_1567_841)_EN_TDE US_AC10V1.0re_V15.03.06.46_multi_TDE01 US_AC5V1.0RTL_V15.03.06.48_multi_TDE01 US_AC6V2.0RTL_V15.03.06.51_multi_T The backdoor functionality is present within the "login()" function of the "/bin/httpd" web server binary. While the method initially follows a normal authentication path using MD5-based p...
⚡ Weekly Recap: Proxy Botnets, Browser Ransomware, AI Agent Tricks, Fake PoC Malware and More

⚡ Weekly Recap: Proxy Botnets, Browser Ransomware, AI Agent Tricks, Fake PoC Malware and More

Jul 06, 2026 Cybersecurity / Hacking
A streaming box should not need a threat model. Neither should a username field, a demo repo, a reset flow, or a browser permission prompt. That is the irritating part this week: the risky pieces were ordinary. Home devices became a routing cover. Clean code pulled dirt from a dependency. Identity shortcuts aged badly. AI systems trusted the wrong instructions. Same soft spot throughout: trust placed one layer too early. Below is the full recap, since this is apparently what counted as a normal week. ⚡ Threat of the Week NetNut Residential Proxy Network Disrupted — Google, in collaboration with the U.S. Federal Bureau of Investigation (FBI), Lumen, and other partners, took action against the NetNut residential proxy network, also known as Popa, building upon its takedown of IPIDEA in January 2026. Google said it disabled Google accounts and associated Google services used by NetNut for malware command-and-control (C2) and updated Google Play Protect, in addition to disabling ...
FortiBleed Credential Theft Linked to INC and Lynx Ransomware Operations

FortiBleed Credential Theft Linked to INC and Lynx Ransomware Operations

Jul 02, 2026 Network Security / Ransomware
The recently discovered financially-motivated FortiBleed campaign has been attributed to INC and Lynx ransomware operations, indicating that the verified, stolen credentials were intended for follow-on intrusions. "An operator tied to FortiBleed's infrastructure was found actively working negotiation panels for both groups, tying mass FortiGate credential theft directly to ransomware deployment for the first time," SOCRadar said in a new report published Wednesday. The company said it tracked scanning activity against approximately 11,250 FortiGate portals in more than 150 countries, followed by confirmed admin-level access on 409 targets and successful completion of the full attack chain on 354 of them. In all, at least 12 ransomware deployments have resulted from this access, causing hundreds of endpoints to be encrypted across affected organizations. The large-scale credential-harvesting operation, which came to light last month, involved the threat actors sys...
Unpatched Argo CD Repo-Server Flaw Could Let Attackers Take Over Kubernetes Clusters

Unpatched Argo CD Repo-Server Flaw Could Let Attackers Take Over Kubernetes Clusters

Jul 01, 2026 Kubernetes / Server Security
Argo CD , a widely used tool for deploying software to Kubernetes, has an unpatched flaw in its repo-server component that lets an unauthenticated attacker run code, provided they can reach the component's internal network port. Synacktiv , which found the bug, says it can lead to a full cluster takeover. There is no fix and no CVE. The firm says it reported the flaw to Argo CD's maintainers in January 2025; roughly eighteen months later, it remains unpatched, so it published the details to warn users. The bug sits in repo-server, the Argo CD component that reads Git repositories and builds Kubernetes manifests, the files that define what the cluster deploys. Its internal gRPC service has no authentication; anyone who can reach it can send a crafted request to run a command. Synacktiv demonstrated the attack against Argo CD v2.13.3 and reports no patched release; it did not publish a full list of affected versions. The technique abuses kustomize , a standard tool Argo ...
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