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…
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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…
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…
I Built a Free Browser-Based Log Analyzer — Here's Why
Hey everyone! 👋 I wanted to share a personal project I've been working on recently. My background is in IT, system administration, and cybersecurity…
CyberKit Log Analyzer
I built CyberKit Log Analyzer, a free browser-based tool for analyzing various logs. Living with a disability made finding work challenging, so I tu…
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…
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…
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…
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…
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…
Supply Chain Sabotage: npm, GPU Telemetry & Korean Bank AI Exploitation
Originally published on satyamrastogi.com Tensorlake npm SDK compromise, exposed NVIDIA GPU monitors, and AI-driven Korean bank breaches reveal syst…
Why Engineering Laptops Are Becoming the Biggest Cybersecurity Risk in Industrial Facilities
Why Engineering Laptops Are Becoming the Biggest Cybersecurity Risk in Industrial Facilities An in-depth analysis of engineering workstation securit…
What Is DNS Tunneling? How Can Hackers Hide Data Inside DNS Queries?
Every time a browser visits a website, a DNS query leaves the machine. The query contains a domain name. That name resolves to an address. The conne…
Daily Dose of DevOps — Zero trust: for security reviews
Zero trust: for security reviews The expensive failure is rarely the missing tool; it is the absent operating contract. For zero trust for security…
Open-Source Wi-Fi Vulnerability Tool Seeks Community Feedback for Ethical and Effective Improvements
Introduction: The Rise of CyclePatrol As Wi-Fi networks proliferate in public spaces, the development of CyclePatrol exemplifies the cybersecurity c…
GSC: A Self-Learning SAST That Proves Vulnerabilities, Fixes Them, and Learns From Your Feedback
TL;DR — GSC (Git Security Checker) is a self-learning AppSec platform that doesn't stop at detecting a vulnerability. It proves it with a sandboxed…
Balancing Realism and Gameplay: Developing an Engaging Educational Game for Network Intrusion Concepts
Introduction: Teaching Network Intrusion Through Gaming Explaining the intricacies of a zero-day exploit to a novice in cybersecurity is challenging…
The Invisible Killer of Cybersecurity: Why Even the Best Tools Collapse Against Human Fatigue
We’ve spent the last decade pouring money into shiny security stacks. SIEM platforms that ingest terabytes of logs. EDR agents that watch every proc…
VEKTOR v1.9.8 is live: an LLM library that builds itself, a converter for nearly every file, and security you can actually see
Local-first memory for AI agents, now with your books, your documents and a much harder look at what your AI reads. We shipped more in the last mont…
MITRE ATT&CK для Product Security: как связать pentest, threat modeling, CI/CD и реальные сценарии атак
Матрицу MITRE ATT&CK обычно ассоциируют с SOC, threat hunting и red team. Это база. Но она может быть полезна намного раньше — на этапе threat m…
AI Agents vs Traditional Automation: What's Actually Different for Security
The real security difference between an AI agent and traditional automation is not "smart vs dumb". It is where control over execution lives : in co…
Why I Wrote Our Windows Endpoint Security Agent in Rust
An endpoint security agent has an awkward job. It runs on every machine you protect, usually with elevated privileges, around the clock. It parses u…
Digital Forensic Services: What They Are, What They Recover, and Why Most Organizations Call Too Late
Here is a scenario that plays out more often than any forensics professional wants to admit. A company discovers unusual activity in their network l…
How I Bypassed Campus Firewall Port Blocks for Low-Ping Gaming Without a Laggy VPN
Every student who lives in a university hostel or works behind an enterprise firewall knows the exact nightmare: you connect to the campus Wi-Fi, fi…
Measuring internet-exposed RDP surface and what it means for defenders
The Visibility of Remote Desktop Protocols in the Global Attack Surface The Remote Desktop Protocol (RDP) stands as one of the most ubiquitous and h…
The Great Regulatory Illusion: Why Bureaucracy Will Break AI (And Why Open-Source Meritocracies Must Save It)
Imagine a world where training a model with too many parameters or open-sourcing weight files lands you a 20-year prison sentence. That isn't a cybe…
Why the Cisco FMC Attack Surface Is Hard to See From Outside
Why the Cisco FMC Attack Surface Is Hard to See From Outside CVE-2026-20079 in Cisco Secure Firewall Management Center is a pre-authentication bypas…
Surviving the Breach: A Direct Blueprint for Infrastructure Hardening and Identity Remediation Following Enterprise Data Failure
It is a text message at 3:00 AM that changed everything for me in early 2026. For most enterprise technology leaders, an institutional data breach i…
NiceTryGPT: Less pattern matching. More actual hacking.
I built NiceTryGPT, an open-source project for CTF authors who want to make cheap LLM shortcuts less effective without making challenges harder or m…