Nicholai
AI & Cybersecurity Researcher
Building tools at AuvaLabs, threat intelligence, AI compliance, red team automation, and GPU infrastructure. I document what I learn weekly.
projects
all projects →Open-source cyber threat intelligence dashboard. Real-time monitoring of 50+ security feeds including dark web sources, CVE trackers, and threat actor activity, zero cost.
ProvStamp
C2PA Content Credentials API for EU AI Act compliance. Cryptographically sign and verify AI-generated content provenance against Article 50 disclosure requirements.
PhishRig
Red team phishing engagement platform orchestrating Evilginx3, Gophish, and Mailhog in a unified workflow for authorised security assessments.
Moxel
GPU VRAM pooling system that transparently aggregates VRAM across multiple PCIe-connected NVIDIA GPUs, enabling large model inference without code changes. Research published, code private.
research notes
all notes →LLM Phishing A/B Results, Moxel Follow-up, and ThreatWatch Feed Health
The phishing A/B test results are in. LLM-generated templates matched human-crafted ones on click rate and beat them on credential entry. Also: Moxel prefetch numbers and ThreatWatch freshness scoring live.
Moxel 4-GPU Benchmarks and Setting Up the LLM Phishing A/B Test
Proper Moxel benchmarks with prefetching enabled across 4x RTX 3090s. Also the experimental setup for comparing LLM-generated vs human-crafted phishing templates in PhishRig.
EU AI Act Article 50 in Practice: What ProvStamp Needs to Actually Deliver
Five months to August 2, 2026. Getting concrete about what Article 50 requires technically and what ProvStamp needs to be to serve as a compliance layer.