Cyberattack AIs must be trained only on air-gapped systems, hundreds of AI researchers say ↗

Hundreds of AI researchers have issued an open letter urging governments and the AI community to implement stricter security measures for training cyber-capable AI models. They advocate for the use of air-gapped systems during training and the establishment of a new international body to oversee AI development best practices and report containment failures.

Malware evasion made easier with AI — but behavior still gives it away ↗

Recent research indicates that while threat actors like Russia-linked APT29 (Midnight Blizzard) are using AI to autonomously rebuild malware for evasion, this process doesn't necessarily render the malware undetectable. Behavior-based analysis by ReversingLabs successfully flagged multiple iterations of the same AI-generated malware due to consistent behavioral patterns, despite code changes.

No click required: How the ad industry became a pipeline for mercenary spyware ↗

Researchers at The Citizen Lab have identified a zero-click mercenary spyware, dubbed "AdFection," that exploits the online advertising ecosystem to track, de-anonymize, and infect users' devices. The platform, run by Discover-Tech, successfully masqueraded as a legitimate ad company and leveraged major ad networks and GDPR consent frameworks to target victims globally.

TypeSafe’s Jev ‘even more susceptible to attack’ than LLMs, says security vendor ↗

A security report from HiddenLayer argues that TypeSafe's new Jev model, categorized as 'System One' rather than a traditional LLM, is more susceptible to certain attacks like adversarial text and prompt injection. While TypeSafe claims Jev offers advantages in speed and efficiency for machine-to-machine interactions, researchers suggest its streamlined approach lacks the inherent safeguards found in LLMs, making it vulnerable to exploits that current LLMs would typically detect.

Our Lawsuit Against the Trump Administration’s Social Media Surveillance Moves Forward. Here’s What the Court Said. ↗

The Electronic Frontier Foundation (EFF) has won a preliminary ruling in its lawsuit against the Trump administration's social media surveillance program. The lawsuit, filed on behalf of labor unions, challenges the government's use of AI and other tools to monitor the online speech of noncitizens, arguing it forces individuals to choose between free expression and their immigration status.

ThreatsDay: Adobe RCE, DNS Wallet Theft, NVIDIA Container Escape, Self-Healing Backdoor + 23 More ↗

This article highlights various cybersecurity threats, including a self-healing backdoor designed to scare victims, a tool that steals data, and vulnerabilities in Adobe products, DNS, and NVIDIA containers. It also touches upon the risks associated with seemingly minor permission issues and trusted logins being compromised.

Help TDS Linked to Hotejka as 20,000+ Cloudflare Pages Domains Host Tech Support Scams ↗

A long-running Traffic Distribution System (TDS) named Help TDS, linked to the Russian-language affiliate program Hotejka, is reportedly directing over 20,000 Cloudflare Pages domains to host tech support scams. This operation has been active since at least 2017, distributing PHP code templates to affiliates for use on compromised websites.

Cisco warns of actively exploited Secure Email Gateway flaw ↗

Cisco has issued a warning about a critical vulnerability in its Secure Email Gateway product, tracked as CVE-2026-76519. The flaw allows attackers to write arbitrary files to the underlying operating system and execute commands with root privileges, and is actively being exploited in the wild. Cisco has released software updates to address the issue, but no workarounds are available.

CISA Malcolm ↗

CISA has identified multiple vulnerabilities in CISA Malcolm, specifically affecting versions prior to v26.08.0. These vulnerabilities include authentication bypass, SSRF, and CSRF, which could allow unauthenticated attackers to access sensitive data or execute unauthorized actions. A patch is available in Malcolm Version v26.08.0.

J4Care dcm4che ↗

Multiple vulnerabilities have been identified in J4Care dcm4chee-arc-light versions prior to 5.35.2, potentially allowing attackers to delete medical images, expose patient data, and inject forged studies. Successful exploitation could lead to significant data compromise and service disruption within healthcare systems worldwide. J4Care has released version 5.35.2 to address these security flaws.

Guangzhou Juan IoT Technology EseeCloud ↗

Multiple vulnerabilities have been identified in Guangzhou Juan IoT Technology's EseeCloud App and Firmware, specifically versions <=4.9.6 and <=4.9.86.0, respectively. Successful exploitation of these vulnerabilities, including the use of hard-coded credentials, could allow an attacker to gain control over affected IP cameras.

CISA Adds One Known Exploited Vulnerability to Catalog ↗

CISA has added a new vulnerability, CVE-2026-21589 affecting Atlassian products, to its Known Exploited Vulnerabilities (KEV) Catalog due to evidence of active exploitation. This addition emphasizes the importance of timely patching for federal agencies under Binding Operational Directive (BOD) 26-04, which mandates prioritization of vulnerabilities listed in the KEV Catalog.

Attackers exploit Palo Alto PAN-OS flaw for root access as CISA orders three-day fix ↗

Attackers are actively exploiting a critical vulnerability (CVE-2026-0322) in Palo Alto Networks' PAN-OS software, allowing for arbitrary code execution with root privileges. The US Cybersecurity and Infrastructure Security Agency (CISA) has added this flaw to its Known Exploited Vulnerabilities catalog and mandated federal agencies to patch it by October 17, with requirements for forensic triage to detect prior compromise.

Fake AI Attacks Spread Across US Companies: How MSSPs Can Stop Incidents Early ↗

Attackers are impersonating popular AI products to distribute malware, steal browser sessions, and compromise business accounts. These fake AI campaigns have been linked to over 1,200 public sandbox analyses between April and October 2026. The campaigns are also increasing operational pressure on Managed Security Service Providers (MSSPs) serving US businesses.