Intelligence
Knowledge. Proof
Threat intelligence, product deep-dives, compliance guides, and real customer outcomes — everything you need to understand and defend your environment.
Security Alerts
Real-time advisories and active threat bulletins
Furix AI monitors the global threat landscape 24/7 and publishes actionable security advisories the moment a new vulnerability, active exploit, or nation-state campaign is confirmed. No noise — only threats verified to affect your stack.
Malicious code injected into liblzma allows authentication bypass on affected Linux distributions. Patch immediately.
Unauthenticated RCE via the management interface on PAN-OS < 10.2.9-h1. Active exploitation confirmed in the wild.
Four-vulnerability chain enabling pre-auth RCE. IOCs and YARA rules included for detection.
Heap overflow in Ivanti ICS before 22.7R2.5 allows unauthenticated code execution on the appliance.
Global Threat Report
Annual attack landscape and emerging risk analysis
Our research team analyses billions of events across the Furix customer base to produce the definitive annual view of the threat landscape — attack vectors, dwell times, industry targeting patterns, and the AI-driven techniques defenders must understand.
Attackers spend an average of 9 days inside a network before deploying ransomware — down from 21 days in 2022.
LLM-generated spear-phishing bypasses traditional email filters at 3× the rate of template-based attacks.
Exposed S3 buckets, overly permissive IAM roles, and public APIs remain the most common initial access path.
Finance and healthcare face a 180% increase in software supply chain attacks targeting build pipelines.
How Your Data Flows
Follow one event from raw log to risk verdict — step by step
50,000 events arrive every day. In under one second each, Furix AI verifies, sorts, translates, stores, scores, and surfaces only what matters. Walk through all eight stages — from your firewall's raw syslog to the analyst's plain-English alert.
Every connection is authenticated before a single byte is processed. Source IP verified, message stamped, bouncer analogy.
Device fingerprinted in milliseconds. Message routed to the correct normalisation lane. Kafka queue guarantees zero data loss.
Cisco's '6', Palo Alto's 'deny', and Windows Event 4625 become one format, enriched with geolocation and threat reputation.
90% deterministic rules + 10% AI. Plain-English reasoning attached. Only genuinely HIGH events reach the analyst queue.
AI Security Hub
How AI is reshaping modern security operations
AI is both the most powerful defensive tool available and the fastest-evolving attack surface. The Furix AI Security Hub covers how defenders are deploying LLMs, how attackers are weaponising them, and what that means for your security programme.
How Furix AI uses large language models to write plain-English explanations for every detection — reducing analyst cognitive load by 60%.
From AI-generated malware to autonomous exploit development — the attack capabilities defenders must prepare for in 2025.
A technical deep-dive into attacks targeting AI systems themselves — and how to harden your AI deployments.
Why Furix AI uses 90% deterministic rules: auditability, regulatory compliance, and trust in automated decisions.
<134>1 2026-09-07T14:02:11.884Z fw-edge-02 sshd[41233]: Accepted publickey for svc_deploy from 45.83.21.9 port 52210
Fifty thousand a second arrive looking exactly like this. On its own it says nothing — not who svc_deploy is, and not what it can reach.
The same six fields a CrowdStrike line and a Cisco line produce, so one question answers both.
Four lines, four systems, forty-seven seconds. Each one is unremarkable. The sequence is not.
“A service account signed in from an address that scans for a living, then reached the payments API in forty-seven seconds. Access revoked, token rotated.”
evidence pack · ISO 27001 A.12.4 · chain of custody sealed · retained 400d
Life of a log
Noise in.
Evidence out.
Ingestion is not plumbing. Watch one line arrive worth nothing and leave as evidence.
- 01
Emitted
A firewall writes one line. Furix reads it over a read-only API — nothing installed on the box.
- 02
Normalised
400+ device formats collapse to one schema, so every source answers the same question.
- 03
Enriched
Who owns the account, what it can reach, and whether the world has seen that address before.
- 04
Correlated
Alone it is noise. Joined to three siblings inside a 47-second window, it is a kill chain.
- 05
Kept as evidence
Scored, explained in plain English, and filed with its chain of custody for the audit.
Life of a log
Noise in.
Evidence out.
Ingestion is not plumbing. Watch one line arrive worth nothing and leave as evidence.
- 01
Emitted
raw · syslog<134>1 2026-09-07T14:02:11.884Z fw-edge-02 sshd[41233]: Accepted publickey for svc_deploy from 45.83.21.9 port 52210
Fifty thousand a second arrive looking exactly like this. On its own it says nothing — not who svc_deploy is, and not what it can reach.
A firewall writes one line. Furix reads it over a read-only API — nothing installed on the box.
- 02
Normalised
parsed · one schemaeventauth.successusersvc_deploysrc.ip45.83.21.9dst.hostfw-edge-02src.port52210@timestamp2026-09-07T14:02:11.884ZThe same six fields a CrowdStrike line and a Cisco line produce, so one question answers both.
400+ device formats collapse to one schema, so every source answers the same question.
- 03
Enriched
enriched · context joinedeventauth.successusersvc_deploysrc.ip45.83.21.9identityservice account · owned by platform-engassetfw-edge-02 · PCI scope · internet-facinggeoRU · Krasnodar · never seen for this accountintel45.83.21.9 has scanned 1,204 orgs this weekWho owns the account, what it can reach, and whether the world has seen that address before.
- 04
Correlated
correlated · 47s window14:02:11auth.successvpn.edge14:02:29token.mintiam-core14:02:44privilege.escalateiam-core14:02:58api.callpayments-apiFour lines, four systems, forty-seven seconds. Each one is unremarkable. The sequence is not.
Alone it is noise. Joined to three siblings inside a 47-second window, it is a kill chain.
- 05
Kept as evidence
verdict · retained96Furix score / 100“A service account signed in from an address that scans for a living, then reached the payments API in forty-seven seconds. Access revoked, token rotated.”
evidence pack · ISO 27001 A.12.4 · chain of custody sealed · retained 400d
Scored, explained in plain English, and filed with its chain of custody for the audit.
Zero trust
Never trust. Always verify.
The perimeter stopped being a place the day the workload moved. Furix treats every request as unproven — the tenth one from the same session as sceptically as the first.
Verify explicitly
Every request is re-checked against identity, device posture, location and behaviour — never against a network boundary it happened to start inside.
Least privilege
Just enough access, just in time. Standing permissions are the blast radius, so Furix keeps them small and expiring.
Assume breach
Segment, and keep checking. Design for the intruder who is already inside, because sooner or later one is.
Verification is not a login. It is every request, every time — which is only affordable when a machine is the one doing the checking.
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