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ThreatsDay: AI-Powered Hacking, 370 Chrome Flaws, SonicWall Attacks, DNS Hijacking + 22 More Stories

Vulnerabilities mentionedAll →

CVEVulnerabilityCVSSEPSSFlagsAffectedExposurePublished
CVE-2025-68613
Authenticated RCE in n8n Workflow Automation Expression Evaluation

n8n, an open source workflow automation platform, contains a critical remote code execution vulnerability (CVE-2025-68613, CWE-913) in its workflow expression evaluation system, affecting versions starting at 0.211.0 and prior to 1.120.4, 1.121.1, and 1.122.0. The flaw is triggered when expressions supplied by authenticated users during workflow configuration are evaluated in an execution context that is not sufficiently isolated from the underlying runtime, allowing the attacker to execute arbitrary code with the privileges of the n8n process. Successful exploitation can result in full compromise of the affected instance, including unauthorized access to sensitive data, modification of workflows, and execution of system-level operations. Any self-hosted or cloud n8n deployment running an affected version is exposed, with public scans indicating roughly 24,700 instances remain exposed on the internet. The flaw was added to CISA's Known Exploited Vulnerabilities catalog on 2026-03-11, EPSS places the 30-day exploitation probability at 99.1% (100th percentile), and Akamai has documented a ZeroBot malware campaign targeting n8n instances.

Do: Upgrade immediately to n8n 1.120.4, 1.121.1, or 1.122.0 (or later), as the flaw is in CISA KEV and actively exploited by the ZeroBot malware campaign documented by Akamai. If immediate upgrade is not possible, restrict workflow creation and editing permissions to fully trusted users and run n8n in a hardened environment with restricted OS privileges and network access, keeping in mind these mitigations do not fully eliminate the risk. Review instances for signs of compromise, including unexpected workflow changes and suspicious process activity, and apply BOD 22-01 requirements if the product is used in federal cloud services.

8.899% KEV PoC
  • n8n 0.211.0 and later, prior to 1.120.4, 1.121.1, and 1.122.0 (fixed in 1.120.4, 1.121.1, and 1.122.0)
large≈24,700 internet-exposed n8n instances (public internet scan counts cited in exploit reporting)
CVE-2026-0300
Unauthenticated Out-of-bounds Write RCE in Palo Alto Networks PAN-OS

Palo Alto Networks PAN-OS contains an out-of-bounds write vulnerability (CWE-787) in the User-ID Authentication Portal, also known as the Captive Portal service. An unauthenticated attacker can trigger the flaw by sending specially crafted packets to the portal, without needing valid credentials. Successful exploitation allows the attacker to execute arbitrary code with root privileges on the firewall, giving full control of PA-Series and VM-Series devices. Any organization running PA-Series or VM-Series firewalls with the User-ID Authentication Portal service enabled is affected. The flaw was added to CISA's Known Exploited Vulnerabilities catalog on 2026-05-06, indicating exploitation in the wild; EPSS puts the 30-day exploitation probability at 31.7% (98th percentile), patches were released on 2026-05-13, no public PoC is known, and CVSS scoring is not yet available.

Do: Apply the PAN-OS patches Palo Alto Networks released on 5/13/2026, prioritizing internet-facing PA-Series and VM-Series firewalls. As an interim mitigation, restrict User-ID Authentication Portal access to trusted zones only, or disable the service entirely if it is not required. Inventory your deployments for use of the Captive Portal/User-ID Authentication Portal and follow CISA KEV and BOD 22-01 requirements, including for affected cloud service instances; note that federal agencies face KEV remediation deadlines.

9.332% KEV
  • Palo Alto Networks PAN-OS
large≈100,000+ PAN-OS firewall deployments; the vulnerable subset (installs with the User-ID Authentication Portal enabled) is likely in the tens of thousands,…
CVE-2026-21858
Unauthenticated RCE in n8n Workflow Automation (Ni8mare)

n8n versions 1.65.0 through below 1.121.0 contain an input-validation flaw (CWE-20) in the handling of certain form-based workflows, allowing an unauthenticated remote attacker to reach the underlying server through form endpoints. By triggering a vulnerable form workflow, the attacker can access files on the host and expose sensitive information stored there; the Cyera research team (which named the bug "Ni8mare") and the CVSS 10.0 score with high integrity impact indicate this yields unauthenticated remote code execution and potential full takeover. Any self-hosted n8n instance running an affected version that exposes form-based workflows over the network is at risk, with blast radius amplified by n8n's typical access to credentials, secrets, and connected internal systems. The issue is fixed in version 1.121.0; the flaw is not yet in CISA's KEV, but a public proof-of-concept is available and EPSS assigns a 78.4% probability of exploitation within 30 days, so defenders should treat exploitation as likely and imminent.

Do: Upgrade n8n to version 1.121.0 or later immediately. If you cannot upgrade right away, check whether any workflows use form triggers and remove those form endpoints from untrusted network exposure — place them behind authentication, a reverse proxy, or an IP allowlist. Review instance logs for unexpected requests to form/webhook paths and unusual file access, given the high EPSS score and public proof-of-concept.

10.078% PoC ×2
  • n8n >= 1.65.0 and < 1.121.0 (fixed in 1.121.0)
large≈50,000–100,000 internet-exposed n8n servers (self-hosted automation platform, affected range spans roughly a year of releases)
CVE-2026-3055
Out-of-Bounds Read in Citrix NetScaler ADC and Gateway When Used as SAML IDP

CVE-2026-3055 is an out-of-bounds read (CWE-125) in Citrix NetScaler ADC and NetScaler Gateway caused by insufficient input validation when the appliance is configured as a SAML Identity Provider (IDP). An unauthenticated remote attacker can trigger the flaw by sending crafted input to the SAML IDP functionality, causing the appliance to read beyond the bounds of allocated memory and potentially disclose sensitive information from it. The CVSS 4.0 base score of 9.3 (critical) reflects a network-vector flaw requiring no privileges or user interaction. Only organizations running NetScaler ADC or NetScaler Gateway appliances with SAML IDP configured are affected, according to the available data. The flaw was added to CISA's Known Exploited Vulnerabilities catalog on 2026-03-30, carries an 87.2% EPSS probability of exploitation within 30 days, has a public proof-of-concept, and headlines indicate active reconnaissance and exploitation against NetScaler deployments, including federal patch directives.

Do: Apply the patched NetScaler ADC and NetScaler Gateway releases from Citrix's advisory as soon as possible, prioritizing internet-facing appliances (exact fixed version numbers are not in this data; check the vendor bulletin). Determine whether SAML IDP is configured on your appliances and, if it is not needed, disable or unbind it as an interim mitigation while reviewing appliance logs for suspicious authentication or reconnaissance traffic. Federal agencies must follow the CISA required action and BOD 22-01 guidance, with CISA directing patching by the stated Thursday deadline.

9.387% KEV PoC
  • Citrix NetScaler ADC
  • Citrix NetScaler Gateway
largetens of thousands of internet-exposed NetScaler ADC/Gateway appliances, with the directly exposed subset limited to those configured as SAML IDPs
CVE-2026-33017
Unauthenticated RCE in Langflow AI Workflow Builder

CVE-2026-33017 is an unauthenticated remote code execution flaw in Langflow, an open-source tool for building and deploying AI-powered agents and workflows. The POST /api/v1/build_public_tmp/{flow_id}/flow endpoint, which by design requires no authentication for building public flows, accepts an optional data parameter; when present, attacker-controlled flow data — including arbitrary Python code embedded in node definitions — is used instead of the flow stored in the database and passed to exec() with no sandboxing. An attacker who can reach this endpoint on an affected instance can therefore execute arbitrary Python code without any credentials, typically yielding full compromise of the underlying server. All Langflow versions prior to 1.9.0 are affected; the issue was fixed in 1.9.0 and is distinct from CVE-2025-3248, which only added authentication to the /api/v1/validate/code endpoint. The flaw was added to CISA's KEV catalog on 2026-03-25 (confirming exploitation in the wild), carries a 96.2% EPSS probability of exploitation within 30 days, and related reporting describes Langflow RCE attacks, including ransomware activity targeting AI model files.

Do: Upgrade all Langflow deployments to 1.9.0 or later. If immediate patching is not possible, keep Langflow off direct internet exposure (place it behind an authenticating reverse proxy or firewall) and review logs for unauthenticated POST requests to /api/v1/build_public_tmp/{flow_id}/flow that include a data parameter, which would indicate exploitation attempts. As a KEV entry, federal agencies must apply mitigations per vendor guidance and BOD 22-01, or discontinue use of the product if mitigations are unavailable.

9.396% KEV PoC ×4
  • Langflow all versions prior to 1.9.0 (fixed in 1.9.0)
moderateon the order of several thousand internet-exposed Langflow instances (estimate)
CVE-2026-33824
Unauthenticated Double-Free RCE in Microsoft Windows IKE Extension

A double-free memory-corruption flaw (CWE-415) in the Microsoft Windows Internet Key Exchange (IKE) service extension allows a remote, unauthenticated attacker to trigger the bug with crafted network traffic, with no privileges or user interaction required. Successful exploitation yields remote code execution with full system impact, reflected in the critical 9.8 CVSS score (high confidentiality, integrity, and availability). The vulnerable IKE component is present in Windows 10 (1607, 1809, 21H2, 22H2), Windows 11 (23H2, 24H2, 25H2, 26H1), and Windows Server 2016, 2019, and 2022 (including 23H2), which ship it as a built-in feature. CISA added the flaw to the Known Exploited Vulnerabilities catalog on 2026-08-18, and security reporting confirms it is being actively exploited in the wild, though ransomware use is not yet confirmed. No public proof-of-concept is known, but the high EPSS score (72.7%, 99th percentile) signals a very strong likelihood of imminent or ongoing exploitation.

Do: Apply Microsoft's security updates for CVE-2026-33824 to all affected Windows 10, Windows 11, and Windows Server releases, prioritizing internet-exposed systems where IKE/VPN is reachable (UDP 500/4500), per BOD 26-04 requirements. Organizations unable to patch promptly should restrict or discontinue use of exposed IKE/VPN services on affected hosts until updated. Triage VPN endpoints and remote-access servers for crashes or suspicious IKE traffic given confirmed in-the-wild exploitation.

9.873% KEV
  • Microsoft Windows 10 1607
  • Microsoft Windows 10 1809
  • Microsoft Windows 10 21H2
  • +9 more
masswell over 1B Windows devices include the built-in IKE extension; internet-exposed VPN/IKE endpoints plausibly number in the hundreds of thousands
CVE-2026-34486
EncryptInterceptor Bypass Exposes Cluster Traffic in Apache Tomcat

CVE-2026-34486 is a missing-encryption vulnerability in Apache Tomcat in which the EncryptInterceptor, the component that encrypts Tomcat cluster communication, can be bypassed in a fail-open manner; the flaw was introduced as a regression by the fix for CVE-2026-29146. It affects Tomcat 11.0.20, 10.1.53 and 9.0.116, and is triggered when cluster communication is expected to be encrypted: an attacker positioned on the network path between cluster nodes receives inter-node traffic in cleartext. By reading that unencrypted traffic, the attacker can obtain sensitive data such as session payloads, potentially enabling session theft and authentication bypass as indicated by related reporting. Only deployments running the affected point releases with the EncryptInterceptor in use are impacted, including Tomcat shipped in Red Hat JBoss Web Server and Red Hat Enterprise Linux channels. The flaw is being actively exploited: CISA added it to the Known Exploited Vulnerabilities catalog on 2026-08-04, EPSS places 30-day exploitation probability at 98.6%, though no public proof-of-concept is known and ransomware use is unconfirmed.

Do: Upgrade Apache Tomcat to 11.0.21, 10.1.54 or 9.0.117, and apply the corresponding Red Hat JBoss Web Server / Enterprise Linux updates when published. Audit Tomcat cluster configurations for EncryptInterceptor usage, and until patched restrict or encrypt the network segment carrying inter-node cluster traffic. Because the flaw is in CISA's KEV catalog, federal agencies must patch per BOD 26-04 timelines and should review cluster nodes for signs of session data interception.

7.599% KEV
  • Apache Tomcat 11.0.20, 10.1.53, 9.0.116 (fixed in 11.0.21, 10.1.54, 9.0.117)
  • Red Hat JBoss Web Server (ships affected Tomcat)
  • Red Hat Enterprise Linux (including ELS, EUS, TUS, and Update Services for SAP Solutions)
largetens of thousands of Tomcat deployments on the affected point releases
CVE-2026-39987
Unauthenticated Remote Code Execution in Marimo Python Notebook

Marimo, a reactive Python notebook, contains an unauthenticated remote code execution flaw (CVE-2026-39987, CWE-306; CVSS 4.0: 9.3 Critical) because its terminal WebSocket endpoint /terminal/ws skips authentication entirely. Unlike other WebSocket endpoints such as /ws, which call validate_auth(), /terminal/ws only checks the running mode and platform support before accepting connections, so any unauthenticated attacker who can reach the server can obtain a full PTY shell and execute arbitrary system commands on the host. All marimo deployments running versions prior to 0.23.0 are affected, with internet-exposed instances at greatest risk. Exploitation is confirmed in the wild: the flaw was added to CISA's KEV catalog on 2026-04-23, public PoCs exist, and reporting shows it was exploited within roughly 10 hours of disclosure, with observed post-exploitation activity involving LLM agents. EPSS assigns a 98.9% probability of exploitation within 30 days (100th percentile).

Do: Upgrade marimo to 0.23.0 or later; until patched, restrict access to the /terminal/ws WebSocket endpoint by binding the notebook to localhost, a VPN, or an authenticating reverse proxy. Identify whether any marimo instances are internet-exposed and review logs for connections to /terminal/ws and unexpected shell or process spawns, given reports of LLM-agent-driven post-exploitation on compromised instances. As a KEV entry (added 2026-04-23), this requires federal agencies to apply the vendor fix or mitigations per BOD 22-01 timelines.

9.399% KEV PoC ×4
  • Marimo (reactive Python notebook) all versions prior to 0.23.0
  • CoreWeave marimo all versions prior to 0.23.0
moderatelikely tens of thousands of users, with directly internet-exposed marimo servers plausibly in the low thousands

Indicators of compromiseAll →

TypeIndicatorContext
domaincubepilot.orgnknown threat actors are said to have gained control of the cubepilot[.]org domain DNS settings on July 24, allowing them to intercep
Full article2,898 words · extracted from thehackernews.com · click to collapse

A lot of security still comes down to trusting the wrong screen.

This week, that screen might be a login page, an install guide, a recruiter call, or a familiar service behaving slightly wrong. Behind it: reused credentials, exposed systems, quiet loaders, abused trust, and exploit paths that should have been harder.

Some defenses improved. The loose parts still got found first. Anyway, here's the mess.

The threats change every week. Subscribe, and we’ll alert you when each new ThreatsDay Bulletin is out.

  1. Phishing delivers XWorm

    A cybercrime group known as xplogs22 has been observed targeting Russia and other CIS countries with phishing emails that deliver Xworm. The group, per F6, is believed to have been active since November 2023. Prior attacks mounted by the threat actors leveraged Formbook and Snake Keylogger, before switching to XWorm around July 2025. In recent months, Russian customers of the banking sector have also been targeted by an Android trojan called LunaSpy as part of social engineering attacks. LunaSpy can capture camera streams, record audio and the screen, and collect sensitive data. The malware is disguised as an antivirus application to evade detection.

  2. Custom ransomware targets Russia

    The financially motivated extortion group known as Toy Ghouls (aka Bearlyfy and Labubu) has targeted organizations in the Russian Federation, primarily in the manufacturing, financial services, retail, and technology sectors, with a custom ransomware family called GenieLocker since March 2026. According to Kaspersky, the group previously relied on third-party encryptors like RedAlert, LockBit, and Babuk. "GenieLocker, apparently a custom design, upgrades their toolkit and reduces their reliance on third-party software," Kaspersky said. In at least one case, initial access to the target environment was obtained via an OpenVPN connection originating from an external partner's network, with the attackers likely exploiting the trusted relationship to breach the target, conduct reconnaissance, deliver additional tools for credential harvesting, and perform lateral movement via RDP and SSH to reach other Windows and Linux hosts. "During the impact phase, the attackers encrypted files on the compromised Windows machines with the PE version of the GenieLocker ransomware," Kaspersky said. "On the compromised Linux and ESXi servers, they stopped active virtual machines and encrypted their disks using the ELF version of GenieLocker." Details of the activity were first highlighted by F6 in March 2026.

  3. Crypto-stealing payloads deployed

    The malware loader known as CastleLoader, which has been previously used to deliver CastleStealer and a Python-based remote access trojan (RAT) via ClickFix-style lures, has now been used to distribute two payloads tied to the Needle Stealer framework: a Rust-based desktop wallet spoofer, and a Golang-based malicious browser extension installer. Arctic Wolf said it also identified a new shellcode loader variant spreading via digitally signed installers. The campaign has been codenamed Noidret. The introduction of these new tools is seen as an attempt to focus on cryptocurrency-specific targeting and establish browser-level persistence.

  4. Fileless WebDAV execution

    Speaking of ClickFix, CyberProof said it tracked a ClickFix variant that involves tricking victims into pasting a single command into the Windows Run dialog, which then communicates with a WebDAV endpoint and uses rundll32.exe to load a remote, non-DLL payload and call its first export by ordinal without having to leave any artifacts on disk. "The payload (gc.key, j.pm, or goog.ct) is a file served from the attacker WebDAV share and is not a standard DLL by extension," CyberProof said. "It is invoked by rundll32.exe through ordinal #1, which runs its primary routine while keeping the export name off the command line."

  5. Fake Claude guide spreads malware

    Victims searching Google for how to install Claude on a Mac are being served sponsored results that lead them to a weaponized claude.ai/share conversation dressed up as an Apple Support install guide. The "guide" instructs them to open Terminal and paste a single curl command, ultimately leading to execution of MacSync Stealer. "MacSync is a six-stage kill chain, not a smash-and-grab," Huntress said. "The components are a thin zsh loader, a server-side AppleScript stealer that keeps the valuable logic off the endpoint and behind an api-key gate, a native Mach-O RAT for hands-on access, a separately signed helper built to steal a single TCC permission (Screen Recording), and a set of wallet-app trojans. Each stage sets up the ones that follow."

  6. Malware, intrusions, and influence ops

    A Russian-speaking threat group is said to be behind an active campaign called Operation STANDOFF that combines commodity-malware distribution, a proxy-botnet that conscripts victims into relay infrastructure, targeted hands-on-keyboard intrusion of enterprise networks, and an AI-driven, multi-channel influence and engagement-manipulation capabilities under one roof. "The operation is materially more than a botnet," VMRay Labs said. "It couples automated, scaled cybercrime with hands-on-keyboard, targeted intrusion and a coordinated influence capability, all on the same infrastructure and built by a common development team." The influence apparatus uses networks of fake Telegram accounts and AI-generated personas to artificially boost the visibility of content, push commercial promotions, and drive traffic to gambling and fraud-adjacent services. The activity uses a pay-per-install (PPI) loader masquerading as software installers that delivers Raccoon Stealer, RedLine, Amadey, SmokeLoader, Socelars, Glupteba, and XMRig cryptocurrency miner, while a second, targeted operations layer relies on a bespoke, multi-operator command-and-control console through which human operators conduct hands-on-keyboard intrusions of selected victims.

  7. Fleet takeover flaw exposed

    Security researcher Eaton Zveare has disclosed details of a vulnerability in My Eicher, a fleet management system developed by the Volvo Group and Eicher Motors for Indian commercial vehicle customers, that enabled the discovery of unauthenticated internal and. admin APIs that could be exploited to gain high-level access to systems and even enable account takeover. "Account takeover made it possible to gain control over a person's (or company's) entire fleet, which could consist of hundreds of vehicles," Zveare said. Following responsible disclosure on November 3, 2025, the issue was addressed at some point by November 20.

  8. AI agents automate exploitation

    A Chinese-speaking threat actor has been carrying out an AI-enabled autonomous hacking campaign, targeting infrastructure using seven vulnerabilities in Langflow (CVE-2026-33017), n8n (CVE-2026-21858, CVE-2025-68613), Citrix NetScaler (CVE-2026-3055), Apache Tomcat (CVE-2026-34486), Marimo Notebook (CVE-2026-39987), Palo Alto Networks PAN-OS (CVE-2026-0300), and Microsoft Windows IKE Extensions (CVE-2026-33824). The actor, operating under the aliases knaithe and KnYuan, has leveraged DeepSeek, via the Hermes Agent framework, as their autonomous offensive operator, while orchestrating the operation through Telegram to enumerate targets, source exploit tools, and initiate attacks without human intervention. "Hermes Agent provided orchestration (terminal access, Telegram-based command and control, and the skills system) while DeepSeek served as the reasoning engine for code generation, vulnerability assessment, target selection and decision-making," Unit 42 said. Additionally, the threat actor is said to have used Claude Code, Codex, and Qwen Code in a limited capacity. "When initial exploitation failed due to the target environment's restrictive configurations, their Hermes Agent autonomously conducted searches for known critical-severity Common Vulnerabilities and Exposures (CVEs)," Unit 42 said. "It initially surveyed 10 product families, scanning GitHub for trending proofs of concept (PoCs) and prioritizing vulnerabilities by attack surface."

  9. Trusted access fuels cryptomining

    Details have emerged about a covert Linux XMRig campaign that exploits trusted access, and weaponizes Pluggable Authentication Modules (PAM) to create a forensic smokescreen and deploy a highly customized XMRig botnet implant. "Initial access was achieved by exploiting a trusted third-party relationship, highlighting critical supply chain risks," Group-IB said. "The threat actor escalated to root access, but weaponised the pam_rootok policy to seamlessly impersonate multiple low-privileged users to create a forensic smokescreen designed to confuse incident responders and establish a 'hydra-like' redundant persistence across unmonitored accounts." The campaign is characterized by efforts to actively suppress system visibility by disabling logging services and removing authentication logs to blind standard file-based monitoring. The campaign was first observed in March 2026.

  10. Fake recruiter delivers stealer

    Threat actors are masquerading as recruiters and trucking victims into installing a malicious application disguised as an AI meeting tool called Relay. The malware targets both macOS and Windows users, and attempts to steal sensitive data including browser credentials, wallet-related information, Keychain data, and Telegram sessions, per SlowMist.

  11. 900,000 customers affected

    Australian energy company Origin Energy said it completed the initial phase of its review into a security incident that took place earlier this month, finding that "the information of approximately 900,000 current and former customers was accessed." The information accessed may include name, address, date of birth, phone number, last four digits of a credit card, or the BSB and last three digits of a bank account, and account details.

  12. Healthcare SaaS accounts targeted

    Health-ISAC is warning of an increase in successful attacks conducted by ShinyHunters. "The group appears to prioritize identity compromise and SaaS access over traditional ransomware deployment," it said. "The operational pattern described in recent incident reporting aligns to a repeatable chain: vishing (voice social engineering) → helpdesk/MFA reset or device re-enrollment → Microsoft Entra (or Okta/Google) SSO account takeover → pivot into connected SaaS platforms → rapid data exfiltration for extortion leverage. Even when victim statements indicate limited operational impact, the described tradecraft is the key defensive lesson. SSO is the control plane, and ShinyHunters' leverage is created through data theft at cloud scale."

  13. Supply chain defenses tightened

    GitHub has laid out the various steps it has taken to harden the supply chain at various stages and combat attacks that target weaknesses in package repositories and CI/CD systems for malware propagation. Some of these include: (1) npm adding preventive account protection for high-impact accounts, (2) safer pull_request_target defaults for GitHub Actions checkout, (3) better controls over who and what triggers GitHub Actions workflows, (4) read-only Actions cache for untrusted triggers, (5) support for CircleCI in npm trusted publishing, (6) Action workflow network firewall, (7) staged publishing for npm, (8) default package cooldown for Dependabot version updates, (9) self-service credential revocation for incident response, and (10) expanded credential revocation API support.

  14. Seven critical Chrome flaws fixed

    In an update released on July 29, 2026, Google shipped patches to address 370 flaws in its Chrome browser, including seven that are rated critical in severity (from CVE-2026-17650 through CVE-2026-17656). Of these, 349 flaws were reported by Google itself, with the tech giant noting that the bugs were detected using AddressSanitizer, MemorySanitizer, UndefinedBehaviorSanitizer, Control Flow Integrity, libFuzzer, or AFL. None of the patched vulnerabilities have been flagged as actively exploited. The fixes are available in versions 151.0.7922.71/.72 for Windows and Mac and 151.0.7922.71 for Linux. Google has addressed over 1,800 vulnerabilities in Chrome since the beginning of the year.

  15. Edge devices need forensic visibility

    The U.K. National Cyber Security Centre (NCSC) has urged network device manufacturers to help incident response teams by making it easier to gather evidence after a compromise. "Forensic observability is particularly important for edge devices such as firewalls, VPN gateways and other network appliances," NCSC said. "These systems often sit at trust boundaries and are increasingly targeted by sophisticated threat actors. Forensic observability means giving defenders reliable ways to understand what a device is doing, what it has done and whether it can still be trusted after an incident. This includes telemetry, logging, configuration state, and the ability to collect forensic data from both memory and data at rest. Manufacturers should provide supported mechanisms for gathering the evidence needed to investigate incidents, assess impact, and restore trust in affected systems."

  16. Phishing pages built in real time

    Barracuda has revealed that LogoKit has evolved from a standard phishing kit into a "real-time deception platform" capable of building customized phishing pages for each victim. "LogoKit has moved beyond static fake login pages, such as pre-built replicas of popular brands, to the creation and use of real-time, highly personalized phishing experiences," it said. "The platform uses legitimate commercial web services to recreate a victim's corporate login experience, making phishing attacks more convincing and harder to detect. Every victim effectively receives a uniquely branded phishing page, making generic indicators of compromise harder to identify." This involves capturing a real-time screenshot of the victim's legitimate website and building phishing pages tailored to them. LogoKit uses the commercial Thum.io service to "create full, legitimate website screenshots for the phishing background and Clearbit to add legitimate brand logos." The attackers also rely on legitimate services, including Google Favicon, ImageKit and Microlink APIs, to dynamically load authentic logos and website imagery in real-time. LogoKit campaigns use phishing emails bearing warnings about passwords or delivery failures and timesheet updates to direct victims to the fake pages.

  17. Exploitation accelerates in 2026

    A new analysis from VulnCheck has revealed that despite a significant uptick in vulnerability discovery and disclosure, 23.43% of known exploited vulnerabilities (KEVs) showed evidence of exploitation on or before the day the CVE was published. "At the same time, vulnerabilities appear to be being exploited faster, with the median time from CVE publication to KEV falling from 120 days in 2025 to 80 days during the first half of 2026," VulnCheck said. "Of 1,061 vulnerabilities attributed to AI-assisted discovery, only 14, or 1.3%, have been confirmed as exploited in the wild, roughly matching the overall exploitation rate of all vulnerabilities in the first six months of the year." The top technology categories being targeted by exploitation activity include CMS systems, network edge devices, operating systems, server software, and AI infrastructure (e.g., Langflow, Majordomo, lollms, LiteLLM, and dify).

  18. Credential stuffing hits SonicWall

    An active, broad, and opportunistic credential stuffing campaign has been observed since July 25, 2026, resulting in successful unauthorized logins to SonicWall VPN and firewall accounts. To date, 92 unique user accounts across 30 organizations have been impacted. "The activity stems from five IPs and relies on infrastructure hosted on DigitalOcean to compromise numerous, seemingly unrelated organizations," Huntress said. "Current telemetry indicates this is an automated credential validation attack, consistent with similar campaigns targeting SonicWall VPNs throughout 2025 and 2026."

  19. Threat actors get new names

    Google Threat Intelligence Group (GTIG) said it will be rolling out a unified naming schema for tracking threat actors as part of its effort to standardize tracking across platforms and public reporting. "The new naming convention aligns with industry standard threat actor naming systems," GTIG said. To that end, the new schema utilizes a cryptonym-based approach employing two-word combinations for each distinct threat actor, similar to those adopted by CrowdStrike (e.g., Mustang Panda) and Microsoft (e.g., Twill Typhoon). The first word is a term chosen to represent the specific actor, while the second word categorizes threat clusters by motivation, attribution, or activity type. Going forward, APT44 (aka Sandworm) will be referred to as Sandworm Relic, where Relic is the category name for threat actors of Russian origin. Similarly, those from China will be grouped under Castle, Iran under Ion, North Korea under Neptune, and cybercriminal gangs under Comet. GTIG said it will continue to use UNC (or uncategorized) for threat clusters that are still in the early stages of investigation.

  20. Hidden desktop hijacks sessions

    A new remote access trojan (RAT) called MedusaHVNC is being sold as malware-as-a-service (MaaS), per BlackFog. The malware embeds a hidden virtual network computing (HVNC) module that opens a browser on a separate Windows desktop that's out of sight of the victim. "The browser still runs on the victim's device, so it can load an existing profile, including cookies and session state," BlackFog said. "This gives the operator access to live, logged-in sessions while the activity continues to come from the victim's usual machine." The seller lists Chrome, Edge, Brave, Firefox, and Telegram as supported applications. The malware uses a 5-stage infection chain. It begins when the legitimate "wscript.exe" binary executes a JavaScript launcher, which then sets off the subsequent steps, including dropping additional payloads and using AutoIT to decrypt and launch MedusaHVNC, which then communicates with an external server to exfiltrate data.

  21. DNS hijack exposed credentials

    CubePilot has announced an operational disruption stemming from a DNS hijacking attack. Unknown threat actors are said to have gained control of the cubepilot[.]org domain DNS settings on July 24, allowing them to intercept traffic intended for internal systems. The threat actors also obtained TLS certificates covering all cubepilot.org subdomains. "The certificates obtained by the attacker covered every cubepilot.org subdomain, so credentials entered on any of our services on 24 July may have been captured - the portal and the forum included," CubePilot said. "If you used the same password anywhere else, change it there now." CubePilot has since regained control of its domains and revoked the fraudulently issued certificates.

  22. Spear-phishing delivers SpyGlace

    The threat actor known as APT-C-60 has continued to target Japanese organizations with spear-phishing emails to deliver SpyGlace malware. "While several changes have been identified, such as a shift in infrastructure from Bitbucket to GitHub and updates to the malware itself, many characteristics remain consistent, including the abuse of legitimate services and the behavior of the malware," JPCERT/CC said late last year. As of 2026, the spear-phishing emails contain a Proton Drive link to trick recipients into downloading a RAR archive containing a LNK file, which then deploys SpyGlace by downloading an intermediate payload from jsDelivr. "By using legitimate services, the threat actor may be attempting to make communications and downloads appear to be normal access," JPCERT/CC said.

  23. AI agent validates exploitable flaws

    Google has launched a preview of CodeMender, an AI agent designed to scan codebases for security flaws, confirm they are exploitable and eliminate false positives, and generate fixes for developers to review. The tool supports C/C++, Go, Java, Python, Ruby, Rust, and TypeScript. "The agent goes beyond static code-pattern analysis by simulating an attack with exploit code it builds and runs in an isolated, customer-managed sandbox," Google said. "The agent uses this proof-of-concept exploit to verify that the security flaw poses a legitimate risk. This critical verification phase allows your security practitioners and developers to prioritize validated risks by eliminating false positives." CodeMender will add support for third-party frontier models later this year.

  24. 4,340 extremist URLs flagged

    Europol said it supported an action targeting nihilistic violent extremist content online between June and July 2026 with an aim to disrupt The Com online ecosystem and restrict propaganda dissemination. The agency and its partners have flagged 4,340 "horrific" URLs linked to The Com for removal. Belgium, Finland, Hungary, Ireland, Luxembourg, Netherlands, Portugal, Spain, and Sweden participated in the effort. "Groups affiliated with The Com recruit members and groom victims on social media, messaging apps, and gaming platforms to engage in self-harm, animal torture, violent attacks, and the production of child sexual abuse material," Europol said. "They distribute propaganda on accessible platforms to attract young individuals, funnelling potential members and victims into private forums and chat rooms where radicalisation and victimisation occur. Victims are typically coerced into remaining under the perpetrators' influence through (s)extortion." Members of the loose-knit collective also participate in cybercrime, extortion, doxxing, swatting, real-life shootings, stabbings, and other physical violence.

  25. Fake games deliver Amatera

    Fake downloads of games, mods, cracks, and software are being used to spread RenPy Loader (aka RenEngine Loader). "Once installed, the loader starts a complex, multi-stage infection chain that abuses MSBuild and the EtherHiding technique before ultimately delivering Amatera Stealer," Malwarebytes said. "RenPy Loader has also been observed delivering other malware, including Hijack Loader and Lumma Stealer, showing that the final payload can vary between campaigns."

Most failures stay quiet until someone relies on them.

A login works. A partner is trusted. A tool behaves as expected. Then one assumption turns out to be doing all the security work.

That is the part worth checking before next week finds it first.

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