Formal Verification Experiments for the CNVS Framework in Lean 4

Key Points

• This research aims to explore the security and performance characteristics of the CNVS framework using formal verification techniques.
• Utilized Lean 4 and Mathlib for formal verification experiments
• Examined probabilistic security bounds and collusion models
• Analyzed asymptotic scaling and security theorems for integrated reconstruction.
• Identified significant security bounds related to probabilistic models
• Demonstrated effectiveness of the framework under collusion scenarios
• Validated reconstruction-security theorems enhancing system integrity.