Prob Event hidden Read List le
OracleComp.probEvent_hiddenReadList_le
Plain-language statement
Multi-key hidden-target first-fire bound. Drawing n independent hidden targets from oa (each outcome of mass at most ε) and probing each by q adaptive reads fires with probability at most n · q · ε. Proved by induction on n: the head key's contribution is the single-target bound probEvent_hiddenReadMany_le (≤ q · ε), the tail's is the...
Exact Lean statement
theorem probEvent_hiddenReadList_le {oa : ProbComp R} {ε : ℝ≥0∞} (hε : ∀ r : R, Pr[= r | oa] ≤ ε)
(q : ℕ) (σ : List Bool → R) (n : ℕ) :
Pr[(fun b : Bool => b = true) | hiddenReadList oa q σ n] ≤ (n : ℝ≥0∞) * ((q : ℝ≥0∞) * ε)Formal artifact
Lean source
theorem probEvent_hiddenReadList_le {oa : ProbComp R} {ε : ℝ≥0∞} (hε : ∀ r : R, Pr[= r | oa] ≤ ε) (q : ℕ) (σ : List Bool → R) (n : ℕ) : Pr[(fun b : Bool => b = true) | hiddenReadList oa q σ n] ≤ (n : ℝ≥0∞) * ((q : ℝ≥0∞) * ε) := by induction n with | zero => simp [hiddenReadList] | succ n ih => rw [hiddenReadList, probEvent_bind_eq_tsum] have hsplit : ∀ w : R, Pr[= w | oa] * Pr[(fun c : Bool => c = true) | hiddenReadList oa q σ n >>= fun b => pure (readMany w q σ || b)] ≤ Pr[= w | oa] * Pr[(fun c : Bool => c = true) | (pure (readMany w q σ) : ProbComp Bool)] + Pr[= w | oa] * Pr[(fun c : Bool => c = true) | hiddenReadList oa q σ n] := by intro w rw [← mul_add] gcongr exact probEvent_bind_const_or_pure (readMany w q σ) (hiddenReadList oa q σ n) refine le_trans (ENNReal.tsum_le_tsum hsplit) ?_ rw [ENNReal.tsum_add] have h1 : (∑' w : R, Pr[= w | oa] * Pr[(fun c : Bool => c = true) | (pure (readMany w q σ) : ProbComp Bool)]) = Pr[(fun b : Bool => b = true) | hiddenReadMany oa q σ] := by rw [hiddenReadMany, probEvent_bind_eq_tsum] have h2 : (∑' w : R, Pr[= w | oa] * Pr[(fun c : Bool => c = true) | hiddenReadList oa q σ n]) ≤ Pr[(fun c : Bool => c = true) | hiddenReadList oa q σ n] := by rw [ENNReal.tsum_mul_right] exact mul_le_of_le_one_left zero_le tsum_probOutput_le_one rw [h1] calc Pr[(fun b : Bool => b = true) | hiddenReadMany oa q σ] + (∑' w : R, Pr[= w | oa] * Pr[(fun c : Bool => c = true) | hiddenReadList oa q σ n]) ≤ (q : ℝ≥0∞) * ε + (n : ℝ≥0∞) * ((q : ℝ≥0∞) * ε) := add_le_add (probEvent_hiddenReadMany_le hε q σ) (le_trans h2 ih) _ = (↑(n + 1) : ℝ≥0∞) * ((q : ℝ≥0∞) * ε) := by push_cast; ring- Project
- VCVio
- License
- Apache-2.0
- Commit
- 2ceb2d825ee3
- Source
- VCVio/OracleComp/QueryTracking/RandomOracle/ProbeEps.lean:181-214
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