From the 1 of 8 linked papers with an AI index.
1 citations · 1 across the 3 of their papers we have counts for
8 papers
Elton: Urn Resources for Reasoning about Adversarial Probabilistic Programs
Kwing Hei Li, Alejandro Aguirre, Philipp G. Haselwarter +2
The paper presents Elton, a higher-order separation logic for reasoning about probabilistic programs that may contain unknown adversarial code, introducing urn resources and delaye…
Verifying Exact Samplers for Continuous Distributions with a Discrete Program Logic
Markus de Medeiros, Puming Liu, Kwing Hei Li +3
Most implementations of sampling algorithms for continuous distributions use floating-point numbers, which introduce round-off errors and approximations. These errors can be diffic…
Contextual Refinement of Higher-Order Concurrent Probabilistic Programs (Extended Version)
Kwing Hei Li, Alejandro Aguirre, Joseph Tassarotti +1
We present Foxtrot, the first higher-order separation logic for proving contextual refinement of higher-order concurrent probabilistic programs with higher-order local state. From…
Modular Verification of Differential Privacy in Probabilistic Higher-Order Separation Logic (Extended Version)
Philipp G. Haselwarter, Alejandro Aguirre, Simon Oddershede Gregersen +3
Differential privacy is the standard method for privacy-preserving data analysis. The importance of having strong guarantees on the reliability of implementations of differentially…
Modular Reasoning about Error Bounds for Concurrent Probabilistic Programs (Extended Version)
Kwing Hei Li, Alejandro Aguirre, Simon Oddershede Gregersen +3
We present Coneris, the first higher-order concurrent separation logic for reasoning about error probability bounds of higher-order concurrent probabilistic programs with higher-or…
Approximate Relational Reasoning for Higher-Order Probabilistic Programs
Philipp G. Haselwarter, Kwing Hei Li, Alejandro Aguirre +3
Properties such as provable security and correctness for randomized programs are naturally expressed relationally as approximate equivalences. As a result, a number of relational p…