/* * Copyright 2017 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package android.privacy; /** * An interface for differential privacy encoder. * Applications can use it to convert privacy sensitive data to privacy protected report. * There is no decoder implemented in Android as it is not possible decode a single report by * design. * *
Each type of log should have its own encoder, otherwise it may leak * some information about Permanent Randomized Response(PRR, is used to create a “noisy” * answer which is memoized by the client and permanently reused in place of the real answer). * *
Some encoders may not support all encoding methods, and it will throw {@link * UnsupportedOperationException} if you call unsupported encoding method. * *
WARNING: Privacy protection works only when encoder uses a suitable DP configuration, * and the configuration and algorithm that is suitable is highly dependent on the use case. * If the configuration is not suitable for the use case, it may hurt privacy or utility or both. * * @hide */ public interface DifferentialPrivacyEncoder { /** * Apply differential privacy to encode a string. * * @param original An arbitrary string * @return Differential privacy encoded bytes derived from the string */ byte[] encodeString(String original); /** * Apply differential privacy to encode a boolean. * * @param original An arbitrary boolean. * @return Differential privacy encoded bytes derived from the boolean */ byte[] encodeBoolean(boolean original); /** * Apply differential privacy to encode sequence of bytes. * * @param original An arbitrary byte array. * @return Differential privacy encoded bytes derived from the bytes */ byte[] encodeBits(byte[] original); /** * Returns the configuration that this encoder is using. */ DifferentialPrivacyConfig getConfig(); /** * Return True if the output from encoder is NOT securely randomized, otherwise encoder should * be secure to randomize input. * * A non-secure encoder is intended only for testing only and must not be used to process * real data. * */ boolean isInsecureEncoderForTest(); }