Quantum-Safe AI Infrastructure: Securing Data, Workloads, and Automation in the Quantum Era – Qrypt Triple-T

Fall 2025

As enterprises accelerate AI adoption, IT professionals face a dual challenge: the exponential growth of distributed, multi-cloud AI infrastructure and the looming cybersecurity threats posed by large-scale quantum computers. Sensitive AI training data and operational pipelines, often traversing global fiber networks and GPU-powered data centers, are vulnerable to “Harvest Now, Decrypt Later” attacks and data poisoning risks.

This session presents design patterns and tools for building quantum-safe AI infrastructure that simplifies complexity and ensures trust across AI networking, security, and automation. We’ll demonstrate how Qrypt’s quantum-secure key generation, combined with Nvidia Bluefield-3 DPUs, creates zero-trust enclaves by separating orchestration from data flow and securing traffic with per-session keys. Attendees will leave with reusable strategies from quantum entropy appliances to distributed key servers that protect data integrity, secure multi-cloud environments, and deliver scalable, future-proof infrastructure for the quantum era.

Speakers:

Qrypt CTO and co-founder, Denis Mandich, focuses on quantum security, R&D, post quantum encryption (PQC) algorithms and standards bodies. He holds several patents in cryptography, cyber technologies and information processing. Denis a founding member of the Quantum Economic Development Consortium (QED-C), a founding member of the NSF-funded Mid-Atlantic Quantum Alliance (MQA), founding member of the Center for Quantum Technologies (CQT), advisor to the Quantum Startup Foundry and Board member of quantum chip manufacturer Quside.

Prior to joining Qrypt, Denis served 20 years in the US Intel Community working on national security projects, cyber infrastructure, and advanced technology development. He has degrees in Physics from Rutgers University and speaks native level Croatian and Russian.

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