// Copyright 2015 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 "base/logging.h" #include "base/rand_util.h" #include "components/rappor/byte_vector_utils.h" #include "components/rappor/rappor_parameters.h" namespace rappor { namespace internal { ByteVector GenerateReport(const std::string& secret, const RapporParameters& parameters, const ByteVector& value) { // Generate a deterministically random mask of fake data using the // client's secret key + real data as a seed. The inclusion of the secret // in the seed avoids correlations between real and fake data. // The seed isn't a human-readable string. const std::string personalization_string = std::string(value.begin(), value.end()); HmacByteVectorGenerator hmac_generator(value.size(), secret, personalization_string); const ByteVector fake_mask = hmac_generator.GetWeightedRandomByteVector(parameters.fake_prob); ByteVector fake_bits = hmac_generator.GetWeightedRandomByteVector(parameters.fake_one_prob); // Redact most of the real data by replacing it with the fake data, hiding // and limiting the amount of information an individual client reports on. const ByteVector* fake_and_redacted_bits = ByteVectorMerge(fake_mask, value, &fake_bits); // Generate biased coin flips for each bit. ByteVectorGenerator coin_generator(value.size()); const ByteVector zero_coins = coin_generator.GetWeightedRandomByteVector(parameters.zero_coin_prob); ByteVector one_coins = coin_generator.GetWeightedRandomByteVector(parameters.one_coin_prob); // Create a randomized response report on the fake and redacted data, sending // the outcome of flipping a zero coin for the zero bits in that data, and of // flipping a one coin for the one bits in that data, as the final report. return *ByteVectorMerge(*fake_and_redacted_bits, zero_coins, &one_coins); } } // namespace internal } // namespace rappor