About

The research behind SPR{K3 Defend.

SPR{K3 Defend is built by researchers who break ML infrastructure for a living. The vulnerabilities we find in the field become the detection the agent ships with — one loop, no threat-feed middleman.

Dan Aridor, Founder

Dan Aridor

Founder, SPR{K3 Security Research

Columbia Business School — MBA

Lt. Colonel (Res.), Israeli Intelligence Corps — co-headed a counter-intelligence research unit

14 CVEs across NVIDIA NeMo, Megatron-LM, NeMo-Guardrails and Apex — listed on the NVIDIA Product Security Acknowledgements.

Findings confirmed at NVIDIA, Microsoft (MSRC) and Amazon Security (2025–2026).

Chairman, AEBI-Bio — SoAP biotechnology platform

Founder, inga314.ai & Dan Aridor Holdings Ltd