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Help Net Security

Police arrest 10 suspected members of Black Axe cybercrime gang ShinyHunters claims it stole 1.4 million records from Udemy Sevii unveils Cyber Swarm Defense Mode to stop AI-driven attacks at scale Alleged Chinese hacker extradited to US over cyberattacks targeting COVID-19 research Cequence Agent Personas bring granular control and governance to enterprise AI agents NowSecure MARI gives enterprises evidence-based visibility into third-party mobile app risk The metrics killing your SOC, and what to use instead US state privacy fines reached $3.425 billion in 2025 Canada’s first SMS blaster case leads to three arrests Linux storage management tool Stratis 3.9.0 adds online encryption and cache-less pool startup TLS Connect gives SMBs a right-sized automated tool to manage TLS certificates Aptori expands its platform with autonomous offensive testing to reduce security bottlenecks Your IAM was built for humans, AI agents don’t care The AI criminal mastermind is already hiring on gig platforms 25 open-source cybersecurity tools that don’t care about your budget Product showcase: LuLu reveals unauthorized outbound connections from Mac apps Week in review: Claude Mythos finds 271 Firefox flaws, Vercel breach Users advised to drop passwords and make room for passkeys - Help Net Security Indirect prompt injection is taking hold in the wild - Help Net Security Compromised everyday devices power Chinese cyber espionage operations - Help Net Security New Cisco firewall malware can only be killed by pulling the plug - Help Net Security Meta is overhauling how you sign in, manage settings, and protect your accounts - Help Net Security Ubuntu 26.04 LTS delivers memory-safe system tools and live patching for Arm servers - Help Net Security OpenAI’s GPT-5.5 is out with expanded cybersecurity safeguards - Help Net Security AI is speeding up nation-state cyber programs - Help Net Security A study of 1,000 Android apps finds a privacy policy logging gap - Help Net Security IT spending to hit $6.31 trillion record, thanks to AI - Help Net Security Where AI in CI/CD is working for engineering teams - Help Net Security With AI's help, North Korean hackers stumbled into a near-undetectable attack - Help Net Security Hacker with a special interest in breaching sports institutions ends behind bars - 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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.