Indeterminate Emergence

Indeterminate Emergence by Adam Bishop, XOps360 LLC. A security framework where meaningful information, capabilities, and system effects do not exist outside authorized execution contexts. The framework uses Pufferfish-style privacy definitions and differential privacy composition to provide formal guarantees against capability inference attacks. Absorptive execution, where the system continues responding identically while silently stopping real effects, is the core primitive. Available as a public repository on GitHub. A reference proof-of-concept (Python/FastAPI) with a test suite is implemented, and adversarial empirical evaluation is in progress ahead of formal submission to a peer-reviewed venue. Author ORCID: 0009-0000-4569-3726. License: CC BY 4.0.

Frequently Asked Questions

What was the S351 Dry Combat Submersible program?

The S351 Dry Combat Submersible is a $68M First of a Kind Other Transaction Authority program awarded to Lockheed Martin for SOCOM. Adam Bishop, founder of XOps360 LLC, was directly involved as a Navy SEAL officer — writing the System Specification and managing contract selection for this program during active duty service with Naval Special Warfare Command.