Security Intelligence, Decoded
Deep dives into cloud security, real-world breach analysis, compliance automation, and the engineering behind EchelonGraph.
The Costliest Breaches in History Weren't Sophisticated. They Were Preventable.
A field guide to the biggest, most expensive cyberattacks ever recorded — Equifax (~$1.4B), Change Healthcare (~$3B), NotPetya (~$10B), Capital One, Colonial Pipeline, MOVEit and SolarWinds — and the short list of controls that would have stopped every one. None required a genius attacker; each traces to a handful of preventable failures: an unpatched CVE, a login with no MFA, an over-permissioned role, a flat network. Every financial figure is tied to a primary source (SEC filings, FTC, DOJ, CISA) and flagged confirmed or estimated, with a prevention playbook — risk-based patching, phishing-resistant MFA, CSPM, Zero Trust, continuous compliance — mapped to each root cause.
Akshay Dubey
Founder
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The State of Shadow AI Exposure: We Watched 34,836 AI Services Appear on the Public Internet
For 30 days we passively tracked new AI infrastructure appearing on the public internet via Certificate Transparency logs, then checked whether each service enforced authentication. 700 were confirmed serving with no auth — and the data reveals one clear thesis: exposure tracks the software's default posture. Ollama was open in 26 of 28 instances; Jupyter in 0 of 2,738. Every CVE, incident, and stat is cited to a primary source, with exactly how to lock each thing down.
EY Just Launched a Cyber Platform. Here's How EchelonGraph Compares (EY CPM vs EchelonGraph)
In July 2026, EY India launched Cyber Performance Management (CPM) — a Big Four firm productizing exploitable-first, attack-chain-aware, risk-to-business cybersecurity. It's the exact thesis EchelonGraph ships as a self-serve product. Here's an honest, side-by-side look at EY CPM vs EchelonGraph: where they overlap, where they differ (a product vs an engagement, free public CVE intelligence, cross-cloud attack paths, provable data sovereignty), and where EY is genuinely the better fit.
How to Run a Free External Attack-Surface Scan — and Verify It's Really Us in Your Logs
Attackers map your external attack surface before they strike — so scan it first. EchelonGraph's Surface Scanner is a free, external, no-install scan: deep TLS grading, exposed files (.env/.git/.tfstate), subdomain takeover, email spoofability, secrets, and a live CVE posture across 32 checks. And because a good scanner should never look like an attacker in your logs, every request identifies itself and carries a cryptographically signed receipt you can confirm at echelongraph.io/verify-scan. Here's how to run a scan, read the results, spot the scan in your own server logs, and prove it's genuinely us.
Best Compliance Automation Platform in 2026: 330 Frameworks, Live-Scored (Full Comparison)
Looking for the best compliance automation platform? EchelonGraph live-scores 330 compliance frameworks and 3,473 controls against your real AWS, GCP, Azure and Kubernetes posture — broader live coverage than Wiz, Orca, Vanta, Drata, Secureframe or Prisma Cloud, with named-resource evidence and a free tier. Here is the full 2026 comparison of compliance automation engines.
Claude Mythos 5 + EchelonGraph: A Frontier Model and a Cloud-Security Platform, Better Together
Claude Mythos 5 is the world's strongest cybersecurity-research model — but it's a model, not a platform, and it never touches your cloud. EchelonGraph is the operational layer that does. Here's exactly where each fits in your stack, with diagrams, and how a frontier reasoning brain plus an operations platform combine into continuous, autonomous cloud defense.
Welcome Our First Design Partner: Defaxon
EchelonGraph welcomes its first design partner — Defaxon, a live, AI-curated observability layer for the planet that fuses 29 open data sources into a single real-time map of world events. Here's who they are, why securing a system built to run unattended forever matters, and what building together means for us.
Compliance Is Cybersecurity: Why It Matters, and How EchelonGraph Scores 330 Frameworks Continuously
Compliance frameworks — CIS, SOC 2, ISO 27001, PCI DSS, HIPAA, NIST 800-53, the EU AI Act — are security controls in disguise: they shrink your attack surface and your blast radius. The trouble is that most teams prove compliance once a year and drift for the other 364 days, which is exactly where breaches happen. Here is why compliance is a cybersecurity problem, how continuous compliance closes the gap, and how EchelonGraph's 330-framework, 3,473-control coverage stacks up against Wiz, Orca, Prisma Cloud, Vanta, and Drata.
Your AI Stack Is Now an Attack Surface: NVIDIAScape, ShadowRay 2.0, and How to Get Alerted First
In 2025, attackers turned AI infrastructure into a target — a container escape in the NVIDIA toolkit that ~37% of clouds run (CVE-2025-23266), a self-propagating botnet hijacking exposed Ray clusters (CVE-2023-48022), an RCE in Ollama model servers (CVE-2024-37032), and a public DeepSeek database leaking chat history and API keys. The thread isn't exotic AI exploits — it's classic cloud-security failure at AI scale. Here are the real CVEs, with authoritative advisories, and exactly how EchelonGraph surfaces and alerts on each.
CSPM and PAM After Palo Alto Idira + Versa CSPM: What the Compliance Layer Does Next
Palo Alto Networks shipped Idira (next-gen PAM built on CyberArk) and Versa Networks shipped CSPM in the same week. Both confirm AI has changed the rules. We walk through what each launch gets right, and the compliance layer that now has to keep up — 30-second re-scoring, 21 EU AI Act obligations live, and 7 newly shipped CIS-AWS IAM controls.
EU AI Act Compliance: The Complete Guide to August 2, 2026 Enforcement
The EU AI Act's high-risk AI system obligations apply from August 2, 2026. High-risk breaches reach €15M or 3% of global turnover (the €35M or 7% maximum is reserved for Article 5 prohibited practices). This is the complete guide — every Article, every deadline, every control, with the technical path to continuous compliance.
EchelonGraph Tier 3 (EcheDeep) Enters Early Access — Continuous, Zero-Knowledge eBPF Detection in Your Cluster
Tier 3 ships an eBPF DaemonSet that runs in your customer cluster, redacts PII at the kernel boundary, and submits envelope-encrypted findings sealed by a customer-controlled KMS. We never see your plaintext. Here's what's inside the v3.0.0 release.
Introducing EchelonGraph: Cloud Security Intelligence for the Modern Enterprise
Today we're launching EchelonGraph — a platform that maps your entire cloud attack surface, visualizes blast radius, and automates compliance across AWS, GCP, and Azure.
Understanding Blast Radius: Why Graph-Based Security Matters
Traditional security tools scan in isolation. EchelonGraph uses graph databases to answer the question every CISO asks: 'If this one server gets compromised, what else is at risk?'
8 Compliance Frameworks Every Cloud Team Should Know
From SOC 2 to GDPR to DPDP Act — a practical guide to the compliance frameworks that matter for cloud-native teams, what they require, and how to automate scoring.