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Multimodal AI for Cybersecurity Operations: Practical Use Cases, Local Deployment, and Hard Lessons

Multimodal AI for Cybersecurity Operations: Practical Use Cases, Local Deployment, and Hard Lessons

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16 min read
OpenPetya

OpenPetya

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1 min read
Zero-Day Exploits, GitHub Actions Supply Chain Attacks, and OTP Auth Flaws

Zero-Day Exploits, GitHub Actions Supply Chain Attacks, and OTP Auth Flaws

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3 min read
Product Update: Post-Quantum Cryptography meets <1s Kubernetes Syncs

Product Update: Post-Quantum Cryptography meets <1s Kubernetes Syncs

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2 min read
Optimizing Stealth Browser Fingerprint Integrity and Session Auth

Optimizing Stealth Browser Fingerprint Integrity and Session Auth

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1 min read
Why SMS Codes Are No Longer Enough for Business Security

Why SMS Codes Are No Longer Enough for Business Security

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4 min read
You Don’t Need to Be Recruited to Become an Asset

You Don’t Need to Be Recruited to Become an Asset

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3 min read
GSoC 2026 Weekly Update: Week 5 - Credential Security & Midterm Horizon

GSoC 2026 Weekly Update: Week 5 - Credential Security & Midterm Horizon

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2 min read
Governing What AI Can Execute: From Product Compliance to Sovereign Gatekeeping

Governing What AI Can Execute: From Product Compliance to Sovereign Gatekeeping

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4 min read
I Built an AI-Powered Smart Contract Auditor Looking for Feedback from Developers

I Built an AI-Powered Smart Contract Auditor Looking for Feedback from Developers

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2 min read
Automating Purple Team Lifecycle: How I Built PILA Suite

Automating Purple Team Lifecycle: How I Built PILA Suite

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5 min read
HTB — MonitorsFour | Writeup Fr

HTB — MonitorsFour | Writeup Fr

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5 min read
Why Detecting PII Matters More Than Ever

Why Detecting PII Matters More Than Ever

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3 min read
Why most AI fails at IDOR (and how AMAS fixes it with causal reasoning)

Why most AI fails at IDOR (and how AMAS fixes it with causal reasoning)

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2 min read
Hash Identification Reference Guide

Hash Identification Reference Guide

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5 min read
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