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Help Net Security

ChatGPT advanced account security adds passkeys and hardware keys Week in review: High-severity LPE vulnerability in the Linux kernel, cPanel 0-day exploited for months Automating Pentest Delivery: A Step-by-Step Guide - PlexTrac Open-source privacy proxy masks PII before prompts reach external AI services Shadow AI risks deepen as 31% of users get no employer training Identity is the control plane for distributed infrastructure AI traffic is getting bigger, louder, and less predictable New infosec products of the month: April 2026 cPanel zero-day exploited for months before patch release (CVE-2026-41940) Cisco releases open-source toolkit for verifying AI model lineage Met Police face criticism for using AI to spy on their own officers Nine-year-old Linux kernel flaw enables reliable local privilege escalation (CVE-2026-31431) Hacker with a special interest in breaching sports institutions ends behind bars - Help Net Security IP Fabric MCP server adds governance and control to enterprise AIOps workflows - Help Net Security Aqua Compass MCP server enables real-time investigation and containment of runtime threats - Help Net Security Google brings instant email verification to Android, no OTP needed - Help Net Security If cyber espionage via HDMI worries you, NCSC built a device to stop it - Help Net Security Apple fixes iPhone bug that let FBI retrieve deleted Signal messages(CVE-2026-28950) - Help Net Security GopherWhisper APT group hides command and control traffic in Slack and Discord - Help Net Security OpenAI tackles a bad habit people have when interacting with AI - Help Net Security A year in, Zoom's CISO reflects on balancing security and business - Help Net Security Scenario: Open-source framework for automated AI app red-teaming - Help Net Security GDPR works, but only where someone enforces it - Help Net Security Ransomware, fraud, and lawsuits drive cyber insurance claims to new peaks - Help Net Security Google’s Workspace Intelligence promises privacy while running on your data - Help Net Security Cyberattack on French government agency triggers phishing alert - Help Net Security Claude Mythos finds 271 Firefox flaws, Mozilla believes zero-days are numbered - Help Net Security Prove Identity Platform connects verification, authentication, and fraud prevention - Help Net Security New Mirai variants target routers and DVRs in parallel campaigns - Help Net Security Acronis GenAI Protection gives MSPs control over AI usage and data risks - Help Net Security Elastic MCP Apps bring security and observability workflows into AI tools - Help Net Security Progress Software fixes sneaky WAF bypass vulnerability (CVE-2026-21876) - Help Net Security Tencent's QClaw AI agent app arrives on Windows and macOS - Help Net Security Phishing reclaims the top initial access spot, attackers experiment with AI tools - Help Net Security OneDrive updates focus on AI, access control, and compliance - Help Net Security PentAGI: Open-source autonomous AI penetration testing system - Help Net Security Apple Intelligence flaw kept stolen tokens reusable on another device - Help Net Security Shadow AI, deepfakes, and supply chain compromise are rewriting the financial sector threat playbook - Help Net Security Thunderbird 150 arrives with encrypted message search and OpenPGP improvements - Help Net Security VirtualBox 7.2.8 is out with Linux kernel 7.0 support and crash fixes - Help Net Security Ransomware negotiator admits role in attacks he was hired to resolve - Help Net Security Scattered Spider hacker pleads guilty to stealing $8 million in cryptocurrency Ivanti Neurons AI automates IT operations, reducing manual work and security risk Silobreaker Mimir adds agentic AI to intelligence workflows with governance and transparency - Help Net Security OpenAI’s Chronicle feature lets Codex read your screen, raising privacy concerns CISA flags another Cisco Catalyst SD-WAN Manager bug as exploited (CVE-2026-20133) A single platform powers SIM farm proxy networks across 17 countries - Help Net Security NGate NFC malware targets Android users through trojanized payment app - Help Net Security Meta and PortSwigger drive offensive security further to find what others miss - Help Net Security EU pushes for stronger cloud sovereignty, awards €180 million to four providers - Help Net Security SmokedMeat: Open-source tool shows what attackers do inside CI/CD pipelines - Help Net Security How to spot a North Korean fake in a job interview - Help Net Security Product showcase: Syncthing for secure, private file synchronization - Help Net Security Week in review: Acrobat Reader flaw exploited, Claude Mythos offensive capabilities and limits Google wipes out 602 million scam ads with Gemini on duty Researcher drops two more Microsoft Defender zero-days, all three now exploited in the wild GitLab 18.11 brings agentic AI to security fixes, CI pipelines, and delivery analytics Liongard upgrades LiongardIQ with AI access, live asset data, and deeper discovery Mozilla challenges enterprise AI providers with Thunderbolt, open-source AI client under your control Codex can now operate between apps. Where are the boundaries? Android 17 Beta 4 arrives with post-quantum cryptography and new memory limits Apple AirTag tracking can be misled by replayed Bluetooth signals Social media bans might steer kids into riskier corners of the internet Workplace stress in 2026 is still worse than before the pandemic New infosec products of the week: April 17, 2026 - Help Net Security ImmuniWeb brings AI upgrades, post-quantum detection and more in Q1 2026 NIST admits defeat on NVD backlog, will enrich only highest-risk CVEs going forward Anthropic releases Claude Opus 4.7 with automated cybersecurity safeguards - Help Net Security Fortinet fixes critical FortiSandbox vulnerabilities (CVE-2026-39813, CVE-2026-39808) - Help Net Security Google Play is changing how Android apps access your contacts and location Tails 7.6.2 patches vulnerability that could expose saved files Cargo theft malware actor spent a month inside a decoy network before researchers pulled the plug Two US nationals jailed over scheme that generated $5 million for the North Korean regime Product showcase: Ente Auth encrypts, backs up, and syncs 2FA Wi-Fi roaming security practices for access network providers and identity providers European AI spending set to hit $290 billion by 2029 Windows is getting stronger RDP file protections to fight phishing attacks Capsule Security debuts with $7 million funding to secure AI agent behavior Hackers hijacked CPUID downloads, served STX RAT to victims $12 million frozen, 20,000 victims identified in crypto scam crackdown Rockstar Games receives “pay or leak” warning after cyberattack Google makes it harder to exploit Pixel 10 modem firmware Siemens expands Industrial Automation DataCenter with edge AI and cybersecurity Adobe issues emergency fix for Acrobat Reader flaw exploited in the wild (CVE-2026-34621) Seized VerifTools servers expose 915,655 fake IDs, 8 arrested Fixing vulnerability data quality requires fixing the architecture first ZeroID: Open-source identity platform for autonomous AI agents MITRE releases a shared fraud-cyber framework built from real attack data The fully free Linux OS Trisquel gets a major update with version 12.0 Ecne Week in review: Windows zero-day exploit leaked, Patch Tuesday forecast ClickFix campaign delivers Mac malware via fake Apple page Poisoned “Office 365” search results lead to stolen paychecks Gmail’s end-to-end encryption comes to mobile, no extra apps required To counter cookie theft, Chrome ships device-bound session credentials Product showcase: Session, a messenger without phone numbers or metadata Little Snitch for Linux shows what your apps are connecting to - Help Net Security Apiiro CLI turns AI coding assistants into full-stack security engineers - Help Net Security April 2026 Patch Tuesday forecast: Spring-cleaning of a preview - Help Net Security What vibe hunting gets right about AI threat hunting, and where it breaks down - Help Net Security Health insurance lead sites sell personal data within seconds of form submission - Help Net Security
Corelight enhances Open NDR to detect AI-driven threats and unknown assets - Help Net Security
Industry News · 2026-06-17 · via Help Net Security

Corelight has expanded its Open NDR platform to include native network performance monitoring and passive asset classification capabilities. The release adds asset visibility to its existing anomaly detection foundation, helping security teams defend against AI-powered threats that can discover and weaponize vulnerabilities faster than patching programs can respond.

This new AI-driven threat landscape renders strategies that rely on endpoint controls and patching alone insufficient. With this release, the same Zeek-based analysis engine that powers Corelight’s detections now continuously classifies every communicating asset and AI service all from traffic already being collected, with no active polling agents or dedicated infrastructure required.

In an era where vulnerability scores alone are no longer an adequate map of immediate risk, Corelight adds a critical new signal in the form of real-time evidence about which hosts are reachable and under active attack, giving security teams a stronger foundation for prioritization and leadership more confidence about what is actually happening in critical environments.

“AI-powered tools enabled by Mythos-class models can now discover and weaponize zero-day vulnerabilities at machine speed, creating a state of permanent vulnerability where no organization can patch its way to safety. In this environment, you cannot defend what you cannot see,” said Vijit Nair, vice president of product, Corelight.

“Every unmanaged device, shadow IT endpoints, shadow AI platforms and services , and OT asset that cannot be seen by agent-based tools is a potential entry point for an adversary. Corelight closes that gap — turning the network itself into a continuously current inventory of everything that communicates, with no agents, no scan cycles, and no blind spots. The same sensor that classifies assets also detects the exploitation that follows if one of them is compromised,” Nair added.

Continuous visibility, anomaly detection, and AI-ready evidence

Delivering on that promise requires visibility that starts at the asset layer and extends across every stage of an attack. Corelight passively classifies every device the moment it communicates, including ICS/OT, IoT, unmanaged endpoints, unauthorized AI tools, and LLM endpoints that conventional scanners can miss, so organizations always know precisely what they are defending.

That inventory feeds anomaly detection that combines unsupervised ML baselining and supervised ML with behavioral and signature-based confirmation, capturing post-breach activity regardless of whether a CVE exists. With this information, it allows defenders to address issues through direct integrations with EDR, identity, and firewall providers.

The same high-fidelity, structured Zeek metadata that powers those detections also serves as clean fuel for the AI-driven SOC. By feeding AI tools and LLM agents with real-time asset, identity, and performance context, defenders can automate complex workflows, enabling 10x faster triage with auditable reasoning at every step.

“In incident response, a fast mean-time-to-understanding is everything,” said the head of network incident and response at a Fortune 100 manufacturing enterprise. “Corelight’s passive asset classification provides our security operations team with immediate, accurate IT and OT device visibility right where we are already analyzing traffic, allowing network defenders to drastically accelerate triage and investigate alerts with confidence.”

Unlocking two new capabilities from one sensor

Corelight sensors passively analyze network traffic and parse it into rich protocol logs. The update delivers two new capabilities to complement Corelight’s data:

Passive Asset Classification automatically identifies and categorizes every device communicating on the network, including workstations, servers, IoT devices, printers, unmanaged endpoints, more than 180 AI services, and AI platforms and BYOD, by analyzing protocol fingerprints in observed traffic. Each asset is classified by device type, operating system, hardware manufacturer, model, and network role (client, server, gateway, DNS resolver), and captured in a dedicated log. Because classification is derived from live traffic rather than scheduled polls or agent deployment, the inventory is always current and covers device classes that endpoint security and CMDB tools can routinely miss.

Network Performance Monitoring passively extracts performance signals, including TCP round-trip time decomposed into client-side and server-side latency, DNS resolution timing, and TLS/QUIC handshake metrics. Rather than flooding SIEMs with continuous telemetry, the Network Performance package operates on an anomaly-first architecture, generating alerts only when a configurable threshold is crossed.

Performance alerts are domain-aware, correlated to actual service names, such as DNS query names, TLS SNI, HTTP host headers, and QUIC, rather than ephemeral IP addresses. Every alert includes the unique connection identifier (uid) of the first connection that triggered the threshold, enabling analysts to pivot directly from a performance anomaly to the exact underlying connection log.

“Mythos-class AI capabilities have effectively ended the era in which organizations could manage cyber risk through patching discipline alone,” said Chris Kissel, research vice president, IDC Security & Trust.

“The unknown attack surface — unmanaged endpoints, OT devices, unauthorized AI tooling, assets that have never appeared in a CMDB — is precisely where AI-powered adversaries will look first, because it is where defenders are least prepared. Network-level asset classification that operates continuously and passively is the only mechanism that scales to match that reality” Kissel continued.

For security operations teams, this latest advancement enriches every security alert with the exact identity of the involved asset and its real-time performance context, accelerating triage and reducing false positives. For network operations teams, the platform acts as an independent observer that delivers a rapid “mean time to innocence”, the ability to definitively prove the network is healthy when applications run slowly, without managing a separate monitoring stack.