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Project-declaredLean 4.32.0 · mathlib@81a5d257

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)].toReal

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
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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