Tv Dist simulate Q with Caching with Programming le prob Event bad
OracleComp.ProgramLogic.Relational.tvDist_simulateQ_withCaching_withProgramming_le_probEvent_bad'
Plain-language statement
Heterogeneous identical-until-bad bridge (output marginal). The TV-distance between the output marginal of so.withCaching and the output marginal of so.withProgramming policy is bounded by the probability that the bad flag of withProgramming policy fires during the run, for any base implementation so valued in OracleComp spec' with spec' u...
Exact Lean statement
theorem tvDist_simulateQ_withCaching_withProgramming_le_probEvent_bad'
(so : QueryImpl spec (OracleComp spec')) (policy : ProgrammingPolicy spec)
(oa : OracleComp spec α) (cache : spec.QueryCache) :
tvDist
((simulateQ so.withCaching oa).run' cache)
((simulateQ (so.withProgramming policy) oa).run' (cache, false))
≤ Pr[fun z : α × spec.QueryCache × Bool => z.2.2 = true |
(simulateQ (so.withProgramming policy) oa).run (cache, false)].toRealFormal artifact
Lean source
theorem tvDist_simulateQ_withCaching_withProgramming_le_probEvent_bad' (so : QueryImpl spec (OracleComp spec')) (policy : ProgrammingPolicy spec) (oa : OracleComp spec α) (cache : spec.QueryCache) : tvDist ((simulateQ so.withCaching oa).run' cache) ((simulateQ (so.withProgramming policy) oa).run' (cache, false)) ≤ Pr[fun z : α × spec.QueryCache × Bool => z.2.2 = true | (simulateQ (so.withProgramming policy) oa).run (cache, false)].toReal := by classical set sim₁ := (simulateQ (so.withProgramming policy) oa).run (cache, false) with hs1 set sim₂ := (simulateQ (so.withCachingTrackingPolicy policy) oa).run (cache, false) with hs2 have h_joint : tvDist sim₁ sim₂ ≤ Pr[fun z : α × spec.QueryCache × Bool => z.2.2 = true | sim₁].toReal := tvDist_withProgramming_withCachingTrackingPolicy_run_le_probEvent_bad' so policy oa cache have h_map : tvDist ((simulateQ (so.withProgramming policy) oa).run' (cache, false)) ((simulateQ (so.withCachingTrackingPolicy policy) oa).run' (cache, false)) ≤ tvDist sim₁ sim₂ := by rw [StateT.run'] exact tvDist_map_le (m := OracleComp spec') (α := α × spec.QueryCache × Bool) (β := α) Prod.fst sim₁ sim₂ have h_proj : (simulateQ (so.withCachingTrackingPolicy policy) oa).run' (cache, false) = (simulateQ so.withCaching oa).run' cache := withCachingTrackingPolicy_run'_eq' so policy oa cache false rw [tvDist_comm, ← h_proj] exact le_trans h_map h_joint- Project
- VCVio
- License
- Apache-2.0
- Commit
- 2ceb2d825ee3
- Source
- VCVio/ProgramLogic/Relational/ProgrammingOracle.lean:316-343
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