How We Used FalkorDB to Make a Security Alert Explain Itself
Our entry for Graph Hacks by WeMakeDevs × FalkorDB The problem: an alert with no context A security analyst might see hundreds of alerts a day. One…
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One Password Shut Down a US Fuel Pipeline
In May 2021, Americans were filling plastic bags with gasoline. Panic buying. Lines wrapped around the block. A regional state of emergency declared…
AI Daily Digest October 19, 2026: OpenAI Details Four Agent Boundary Crossings, Yelp and Wall Street Block Agents, Cohere Buys AISLE
Seven stories from the past 24 hours, each anchored to at least one official source. This edition is about the walls going up on both sides: agents…
Browser Extensions: The Backdoor Nobody's Reviewing
Browser extensions run inside the trusted browser session, after MFA has passed, after the VPN check has cleared, and after your EDR has already dec…
We Built FFlake at Graph Hacks, and Graphs Made More Sense Than We Expected
By the FFlake team | FalkorDB Graph Hacks 2026 Honestly, building a project during a hackathon is a different experience when the clock is actually…
Stratum - AI Security Triage Agent (Graph Based)
Stratum: the agent that finds the route, closes it, and proves it By Jayanth A. Nandeesh · Graph Hacks: Context for AI Agents · Track 1, Agents That…
Cross-Site Request Forgery (CSRF): When a Trusted Browser Becomes an Attack Tool
Imagine logging into your banking application, then visiting a malicious website in another browser tab. Without your knowledge, that website trigge…
ChokePoint: Why We Replaced 50 Dependabot Alerts With FalkorDB GraphBLAS Min-Cut Remediation
The 3:00 AM Alert Fatigue Nightmare Every software engineer knows this feeling: you push code on a Friday afternoon, and by 3:00 AM on Monday, Depen…
# BlastRadius: Why Severity Scores Lie, and How Graph AI Solves Real Attack Paths
"Defenders think in lists. Attackers think in graphs. As long as this is true, attackers win." — John Lambert, Distinguished Engineer, Microsoft Thr…
CPCSC for security integrators: what changes
Most integrators file CPCSC under “the client’s problem.” The defense supplier gets certified, the crew installs the cameras and card readers, and s…
Reading the CVSS 9.8 score of CVE-2026-108474 without overreading it
Reading the CVSS 9.8 score of CVE-2026-108474 without overreading it Vulnerability overview CVE-2026-108474 carries a CVSS v3 score of 9.8 and is cl…
The Open Letter on AI and Cybersecurity and the Evidence for Agent Containment
The Open Letter on AI and Cybersecurity and the Evidence for Agent Containment Incidents, evaluation limits and oversight proposals connecting compu…
Advanced Tools vs. Traditional Skills: Balancing Malware Analysis Training in the AI Era
Introduction: The Evolving Landscape of Malware Analysis Malware analysis remains a critical discipline in cybersecurity, where the battle against m…
I Tracked a Scammer For 72 Hours. It Got Personal.
It started with a text message at 11:47 PM. Your USPS package could not be delivered. Please confirm address within 12 hours: usps-resolve-helpdesk[…
OpenAI Account Takeover via libheif Heap Overflow and SSO Flaw: How Hacktron Chained a Malicious HEIF Image to Internal Repo Access — Analysis & Lessons
Original research by the Hacktron AI team (Harsh Jaiswal, Mohan Pedhapati, Rahul Maini) — read the full writeup here: https://www.hacktron.ai/blog/h…
CVE-2026-55420 for Regulated Environments: Evidence, Deadlines and Audit Trails
CVE-2026-55420 for Regulated Environments: Evidence, Deadlines and Audit Trails The compliance view of a forum vulnerability In a regulated organisa…
Cisco SEG Zero-Day RCE: Unauthenticated Root Execution in Active Campaigns
Originally published on satyamrastogi.com Cisco patches critical zero-day in Secure Email Gateway enabling unauthenticated remote attackers to execu…
Cortex XDR Analyst Exam: Seven XQL Queries to Write Before You Book It
The Palo Alto Networks XDR Analyst exam gives 28% of its score to Data Analysis, and most of that domain is Cortex Query Language (XQL). If you can…
Cortex XDR Analyst Exam: Seven XQL Queries to Write Before You Book It
The Palo Alto Networks XDR Analyst exam gives 28% of its score to Data Analysis, and most of that domain is Cortex Query Language (XQL). If you can…
Is Android App Protection Still Necessary After REA? How Should Developers Choose an App Hardening Solution in 2026?
Is Android App Protection Still Necessary After REA? How Should Developers Choose an App Hardening Solution in 2026? 1. Has REA Made Traditional APK…
Defender for Endpoint Day 4: advanced hunting, and fixing portal and TVM problems
My Day 4 notes on Defender for Endpoint, rewritten as a "what breaks, why, how to fix" guide and checked against Microsoft Learn (October 2026). Day…
DNP3 protocol security for utilities: secure authentication and monitoring
Originally published on the ClearPath Security site: https://clearpathsecurity.co.uk/dnp3-protocol-security-for-utilities-secure-authentication-and-…
How to Choose a CNAPP Solution That Reduces Cloud Risk
Choosing the wrong cloud security platform can leave an organization in a worse position than before the purchase. The security team gains another c…
Zero-Trust Security for Sovereign AI on GPU Clusters
Generative AI has moved from experiment to everyday tooling, bringing strict data privacy concerns with it. Where does the training data live? Who c…
Why HTTPS Won’t Save Your Checkout Flow: Building Zero-Trust State Machines in Kotlin Multiplatform
How to protect multi-step workflows, fin-tech funnels, and Server-Driven UI from step-skipping, state tampering, and replay attacks — with zero runt…
Bridging the Gap: Designing a Cybersecurity and AI-Focused DevOps Course for Undergraduates Lacking Foundational Training
Introduction to DevOps and Platform Engineering In a landscape where Cybersecurity and AI dominate the curriculum , the absence of formal DevOps tra…
CVE-2026-94545 Explained: What Happens When an OG-Image Generator Forgets to Escape
Overview Item Detail CVE ID CVE-2026-94545 Affected product Next.js next/og 's ImageResponse (Node.js runtime); root cause lives in Vercel's Satori…
Spain's Data Authority Receives First Breach Report Attributing an Attack to an AI Agent
An organisation has told Spain's data protection authority that an attacker used an AI agent to gain access to its system, modify personal informati…
MikroTik RouterOS Flaws and the SOHO Router Attack Surface
MikroTik RouterOS Flaws and the SOHO Router Attack Surface CISA added MikroTik RouterOS vulnerabilities to its Known Exploited Vulnerabilities catal…
Reviewers are needed
Introducing Sentinel-43: A Cybersecurity Project I'm Building Hey everyone! I'm an independent developer working on a cybersecurity project called S…