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Due to our team’s recent breakthroughs in physical AI and AIoT, this website and the websites of all 64 portfolio companies are being substantially upgraded to incorporate our Physical AI and AIoT engines and sensing technologies. This overhaul will be completed by Nov. 30, 2026.
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Cybersecurity Physical Security and Trusted Industrial AI
This research program is conducted by a team of Ph.D. researchers with expertise in security and trust.
Investigate cybersecurity, physical security, privacy and operational resilience across sensors, gateways, industrial AI, robots, drones and autonomous vehicles. Research follows the path from trusted observations to authorized commands and verified physical outcomes. Security controls protect the Aperture AIoT Engine™ and Aperture Physical AI Engine™ across their interfaces; security remains a cross cutting capability rather than an additional engine. Experiments use isolated testbeds and explicitly authorized scenarios.
Aperture Industrial AI Security Labs
Connected industrial AI depends on the integrity of observations, models, and command interfaces. This program investigates security, privacy, and resilience across the path from device data to physical outcomes.
Research Priorities
Device identity and sensor integrity; secure AI agents and commands; model and software integrity; workforce-data privacy; recovery and resilience in authorized test environments.
Contribution to the Aperture Engines
Cross-cutting protection for the Identification, Sensing, AI Decision, and Physical AI Action engines. Security controls complement general reliability and assurance; they do not form a separate Aperture engine.
Relevance to Portfolio Ventures
Security evaluation and reusable controls can support industrial integration and customer diligence across the portfolio. Their effectiveness must be demonstrated for the actual interfaces, permissions, and threat model of the application.
Evaluation and Evidence
Use an isolated, authorized testbed and a defined threat model. Evaluate attempted observation tampering or unauthorized commands, the resulting system response, and restoration of valid state. Report detection, false positives, recovery time, and the limits of the test.
Investors and Prospective Co Founders
Investors can discuss how this program relates to a selected venture’s actual technical progress, dependencies, and next milestone. We welcome prospective technical leaders and co-founders with experience in industrial cybersecurity, secure software, embedded security, AI security evaluation, privacy engineering, and resilience. Role availability and any appointment or engagement terms are confirmed individually.
Explore the Research
The specialist website presents this program’s methods, experiments, research outputs, and participation opportunities. Project records should distinguish proposed work, ongoing experiments, completed demonstrations, and supervised pilots. Availability of research material does not establish availability of a commercial product.
Related pages and next steps
Specialist website: https://aperturesensinglabs.com/
Central hub program overview: https://aperturephysicalailabs.com/research-programs/
Studio research hub: https://apertureventurestudio.com/physical-ai-aiot-research/
Portfolio ventures: https://apertureventurestudio.com/portfolio-companies/
Investor and co-founder inquiries: https://apertureventurestudio.com/contact-us/