// Copyright 2014 The Chromium Authors. All rights reserved. // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include "components/rappor/reports.h" #include #include "base/rand_util.h" #include "base/strings/stringprintf.h" #include "testing/gtest/include/gtest/gtest.h" namespace rappor { const NoiseParameters kTestNoiseParameters = { PROBABILITY_75 /* Fake data probability */, PROBABILITY_50 /* Fake one probability */, PROBABILITY_75 /* One coin probability */, PROBABILITY_50 /* Zero coin probability */, }; TEST(RapporMetricTest, GetReportStatistics) { ByteVector real_bits(50); // Set 152 bits (19 bytes) for (char i = 0; i < 19; i++) { real_bits[i] = 0xff; } const int real_bit_count = CountBits(real_bits); EXPECT_EQ(real_bit_count, 152); const std::string secret = HmacByteVectorGenerator::GenerateEntropyInput(); const ByteVector report = internal::GenerateReport(secret, kTestNoiseParameters, real_bits); // For the bits we actually set in the Bloom filter, get a count of how // many of them reported true. ByteVector from_true_reports = report; // Real bits AND report bits. ByteVectorMerge(real_bits, real_bits, &from_true_reports); const int true_from_true_count = CountBits(from_true_reports); // For the bits we didn't set in the Bloom filter, get a count of how // many of them reported true. ByteVector from_false_reports = report; ByteVectorOr(real_bits, &from_false_reports); const int true_from_false_count = CountBits(from_false_reports) - real_bit_count; // The probability of a true bit being true after redaction = // [fake_prob]*[fake_true_prob] + (1-[fake_prob]) = // .75 * .5 + (1-.75) = .625 // The probablity of a false bit being true after redaction = // [fake_prob]*[fake_true_prob] = .375 // The probability of a bit reporting true = // [redacted_prob] * [one_coin_prob:.75] + // (1-[redacted_prob]) * [zero_coin_prob:.5] = // 0.65625 for true bits // 0.59375 for false bits // stats.binom(152, 0.65625).ppf(0.000005) = 73 EXPECT_GT(true_from_true_count, 73); // stats.binom(152, 0.65625).ppf(0.999995) = 124 EXPECT_LE(true_from_true_count, 124); // stats.binom(248, 0.59375).ppf(.000005) = 113 EXPECT_GT(true_from_false_count, 113); // stats.binom(248, 0.59375).ppf(.999995) = 181 EXPECT_LE(true_from_false_count, 181); } } // namespace rappor