| Index: components/rappor/rappor_metric.cc
|
| diff --git a/components/rappor/rappor_metric.cc b/components/rappor/rappor_metric.cc
|
| new file mode 100644
|
| index 0000000000000000000000000000000000000000..0edb9440aac244118878cea8a7165250c80af373
|
| --- /dev/null
|
| +++ b/components/rappor/rappor_metric.cc
|
| @@ -0,0 +1,56 @@
|
| +// 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/rappor_metric.h"
|
| +
|
| +#include "base/logging.h"
|
| +
|
| +namespace rappor {
|
| +
|
| +RapporMetric::RapporMetric(const std::string& metric_name,
|
| + const RapporParameters& parameters,
|
| + int32_t cohort)
|
| + : metric_name_(metric_name),
|
| + parameters_(parameters),
|
| + bloom_(parameters.bloom_filter_size_bytes,
|
| + parameters.bloom_filter_hash_function_count,
|
| + cohort * parameters.bloom_filter_hash_function_count) {
|
| + DCHECK_GE(cohort, 0);
|
| +}
|
| +
|
| +RapporMetric::~RapporMetric() {}
|
| +
|
| +void RapporMetric::AddSample(const std::string& str) { bloom_.AddString(str); }
|
| +
|
| +ByteVector RapporMetric::GetReport(const std::string& secret) const {
|
| + // 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 prevents fake data from being correlated with real data.
|
| + // The seed isn't a human-readable string.
|
| + std::string seed = secret + metric_name_ +
|
| + std::string(bytes().begin(), bytes().end());
|
| + HmacByteVectorGenerator hmac_generator(bytes().size(), seed);
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| + const ByteVector fake_mask =
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| + hmac_generator.GetWeightedRandomByteVector(parameters()->fake_prob);
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| + ByteVector fake_ones =
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| + hmac_generator.GetWeightedRandomByteVector(parameters()->fake_one_prob);
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| +
|
| + // 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* redacted_bits =
|
| + ByteVectorMerge(fake_mask, bytes(), &fake_ones);
|
| +
|
| + // Generate biased coin flips for each bit.
|
| + ByteVectorGenerator coin_generator(bytes().size());
|
| + const ByteVector zero_coins =
|
| + coin_generator.GetWeightedRandomByteVector(parameters()->zero_coin_prob);
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| + ByteVector one_coins =
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| + coin_generator.GetWeightedRandomByteVector(parameters()->one_coin_prob);
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| +
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| + // Use the redacted data to select which coin type is used for each bit in
|
| + // the final report.
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| + return *ByteVectorMerge(*redacted_bits, zero_coins, &one_coins);
|
| +}
|
| +
|
| +} // namespace rappor
|
|
|