// Copyright (c) 2011 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. // // PhishingTermFeatureExtractor handles computing term features from the text // of a web page for the client-side phishing detection model. To do this, it // takes a list of terms that appear in the model, and scans through the page // text looking for them. Any terms that appear will cause a corresponding // features::kPageTerm feature to be added to the FeatureMap. // // To make it harder for a phisher to enumerate all of the relevant terms in // the model, the terms are provided as SHA-256 hashes, rather than plain text. // // There is one PhishingTermFeatureExtractor per RenderView. #ifndef CHROME_RENDERER_SAFE_BROWSING_PHISHING_TERM_FEATURE_EXTRACTOR_H_ #define CHROME_RENDERER_SAFE_BROWSING_PHISHING_TERM_FEATURE_EXTRACTOR_H_ #include #include #include "base/basictypes.h" #include "base/callback.h" #include "base/containers/hash_tables.h" #include "base/memory/scoped_ptr.h" #include "base/memory/weak_ptr.h" #include "base/strings/string16.h" #include "base/strings/string_piece.h" namespace safe_browsing { class FeatureExtractorClock; class FeatureMap; class PhishingTermFeatureExtractor { public: // Callback to be run when feature extraction finishes. The callback // argument is true if extraction was successful, false otherwise. typedef base::Callback DoneCallback; // Creates a PhishingTermFeatureExtractor which will extract features for // all of the terms whose SHA-256 hashes are in |page_term_hashes|. These // terms may be multi-word n-grams, with at most |max_words_per_term| words. // // |page_word_hashes| contains the murmur3 hashes for all of the individual // words that make up the terms. Both sets of strings are UTF-8 encoded and // lowercased prior to hashing. The caller owns both sets of strings, and // must ensure that they are valid until the PhishingTermFeatureExtractor is // destroyed. // // In addition to extracting page terms, we will also extract text shingling // sketch, which consists of hashes of N-gram-words (referred to as shingles) // in the page. |shingle_size| defines N, and |max_shingles_per_page| defines // the maximum number of unique shingle hashes we extracted per page. // // |clock| is used for timing feature extractor operations, and may be mocked // for testing. The caller keeps ownership of the clock. PhishingTermFeatureExtractor( const base::hash_set* page_term_hashes, const base::hash_set* page_word_hashes, size_t max_words_per_term, uint32 murmurhash3_seed, size_t max_shingles_per_page, size_t shingle_size, FeatureExtractorClock* clock); ~PhishingTermFeatureExtractor(); // Begins extracting features from |page_text| into the given FeatureMap. // |page_text| should contain the plain text of a web page, including any // subframes, as returned by RenderView::CaptureText(). // // To avoid blocking the render thread for too long, the feature extractor // may run in several chunks of work, posting a task to the current // MessageLoop to continue processing. Once feature extraction is complete, // |done_callback| is run on the current thread. // PhishingTermFeatureExtractor takes ownership of the callback. // // |page_text|, |features|, and |shingle_hashes| are owned by the caller, // and must not be destroyed until either |done_callback| is run or // CancelPendingExtraction() is called. void ExtractFeatures(const base::string16* page_text, FeatureMap* features, std::set* shingle_hashes, const DoneCallback& done_callback); // Cancels any pending feature extraction. The DoneCallback will not be run. // Must be called if there is a feature extraction in progress when the page // is unloaded or the PhishingTermFeatureExtractor is destroyed. void CancelPendingExtraction(); private: struct ExtractionState; // The maximum amount of wall time that we will spend on a single extraction // iteration before pausing to let other MessageLoop tasks run. static const int kMaxTimePerChunkMs; // The number of words that we will process before checking to see whether // kMaxTimePerChunkMs has elapsed. Since checking the current time can be // slow, we don't do this on every word processed. static const int kClockCheckGranularity; // The maximum total amount of time that the feature extractor will run // before giving up on the current page. static const int kMaxTotalTimeMs; // Does the actual work of ExtractFeatures. ExtractFeaturesWithTimeout runs // until a predefined maximum amount of time has elapsed, then posts a task // to the current MessageLoop to continue extraction. When extraction // finishes, calls RunCallback(). void ExtractFeaturesWithTimeout(); // Handles a single word in the page text. void HandleWord(const base::StringPiece16& word); // Helper to verify that there is no pending feature extraction. Dies in // debug builds if the state is not as expected. This is a no-op in release // builds. void CheckNoPendingExtraction(); // Runs |done_callback_| and then clears all internal state. void RunCallback(bool success); // Clears all internal feature extraction state. void Clear(); // All of the term hashes that we are looking for in the page. const base::hash_set* page_term_hashes_; // Murmur3 hashes of all the individual words in page_term_hashes_. If // page_term_hashes_ included (hashed) "one" and "one two", page_word_hashes_ // would contain (hashed) "one" and "two". We do this so that we can have a // quick out in the common case that the current word we are processing // doesn't contain any part of one of our terms. const base::hash_set* page_word_hashes_; // The maximum number of words in an n-gram. const size_t max_words_per_term_; // The seed for murmurhash3. const uint32 murmurhash3_seed_; // The maximum number of unique shingle hashes we extract in a page. const size_t max_shingles_per_page_; // The number of words in a shingle. const size_t shingle_size_; // Non-owned pointer to our clock. FeatureExtractorClock* clock_; // The output parameters from the most recent call to ExtractFeatures(). const base::string16* page_text_; // The caller keeps ownership of this. FeatureMap* features_; // The caller keeps ownership of this. std::set* shingle_hashes_; DoneCallback done_callback_; // Stores the current state of term extraction from |page_text_|. scoped_ptr state_; // Used in scheduling ExtractFeaturesWithTimeout tasks. // These pointers are invalidated if extraction is cancelled. base::WeakPtrFactory weak_factory_; DISALLOW_COPY_AND_ASSIGN(PhishingTermFeatureExtractor); }; } // namespace safe_browsing #endif // CHROME_RENDERER_SAFE_BROWSING_PHISHING_TERM_FEATURE_EXTRACTOR_H_