| // Copyright (c) 2012 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 "chrome/renderer/safe_browsing/phishing_term_feature_extractor.h" |
| |
| #include <string> |
| |
| #include "base/bind.h" |
| #include "base/callback.h" |
| #include "base/hash_tables.h" |
| #include "base/memory/scoped_ptr.h" |
| #include "base/message_loop.h" |
| #include "base/string16.h" |
| #include "base/stringprintf.h" |
| #include "base/time.h" |
| #include "base/utf_string_conversions.h" |
| #include "crypto/sha2.h" |
| #include "chrome/renderer/safe_browsing/features.h" |
| #include "chrome/renderer/safe_browsing/mock_feature_extractor_clock.h" |
| #include "chrome/renderer/safe_browsing/murmurhash3_util.h" |
| #include "chrome/renderer/safe_browsing/test_utils.h" |
| #include "testing/gmock/include/gmock/gmock.h" |
| #include "testing/gtest/include/gtest/gtest.h" |
| |
| using ::testing::Return; |
| |
| namespace safe_browsing { |
| |
| class PhishingTermFeatureExtractorTest : public ::testing::Test { |
| protected: |
| virtual void SetUp() { |
| base::hash_set<std::string> terms; |
| terms.insert("one"); |
| terms.insert("one one"); |
| terms.insert("two"); |
| terms.insert("multi word test"); |
| terms.insert("capitalization"); |
| terms.insert("space"); |
| terms.insert("separator"); |
| terms.insert("punctuation"); |
| // Chinese (translation of "hello") |
| terms.insert("\xe4\xbd\xa0\xe5\xa5\xbd"); |
| // Chinese (translation of "goodbye") |
| terms.insert("\xe5\x86\x8d\xe8\xa7\x81"); |
| |
| for (base::hash_set<std::string>::iterator it = terms.begin(); |
| it != terms.end(); ++it) { |
| term_hashes_.insert(crypto::SHA256HashString(*it)); |
| } |
| |
| base::hash_set<std::string> words; |
| words.insert("one"); |
| words.insert("two"); |
| words.insert("multi"); |
| words.insert("word"); |
| words.insert("test"); |
| words.insert("capitalization"); |
| words.insert("space"); |
| words.insert("separator"); |
| words.insert("punctuation"); |
| words.insert("\xe4\xbd\xa0\xe5\xa5\xbd"); |
| words.insert("\xe5\x86\x8d\xe8\xa7\x81"); |
| |
| static const uint32 kMurmurHash3Seed = 2777808611U; |
| for (base::hash_set<std::string>::iterator it = words.begin(); |
| it != words.end(); ++it) { |
| word_hashes_.insert(MurmurHash3String(*it, kMurmurHash3Seed)); |
| } |
| |
| extractor_.reset(new PhishingTermFeatureExtractor( |
| &term_hashes_, |
| &word_hashes_, |
| 3 /* max_words_per_term */, |
| kMurmurHash3Seed, |
| &clock_)); |
| } |
| |
| // Runs the TermFeatureExtractor on |page_text|, waiting for the |
| // completion callback. Returns the success boolean from the callback. |
| bool ExtractFeatures(const string16* page_text, FeatureMap* features) { |
| success_ = false; |
| extractor_->ExtractFeatures( |
| page_text, |
| features, |
| base::Bind(&PhishingTermFeatureExtractorTest::ExtractionDone, |
| base::Unretained(this))); |
| msg_loop_.Run(); |
| return success_; |
| } |
| |
| void PartialExtractFeatures(const string16* page_text, FeatureMap* features) { |
| extractor_->ExtractFeatures( |
| page_text, |
| features, |
| base::Bind(&PhishingTermFeatureExtractorTest::ExtractionDone, |
| base::Unretained(this))); |
| msg_loop_.PostTask( |
| FROM_HERE, |
| base::Bind(&PhishingTermFeatureExtractorTest::QuitExtraction, |
| base::Unretained(this))); |
| msg_loop_.RunAllPending(); |
| } |
| |
| // Completion callback for feature extraction. |
| void ExtractionDone(bool success) { |
| success_ = success; |
| msg_loop_.Quit(); |
| } |
| |
| void QuitExtraction() { |
| extractor_->CancelPendingExtraction(); |
| msg_loop_.Quit(); |
| } |
| |
| MessageLoop msg_loop_; |
| MockFeatureExtractorClock clock_; |
| scoped_ptr<PhishingTermFeatureExtractor> extractor_; |
| base::hash_set<std::string> term_hashes_; |
| base::hash_set<uint32> word_hashes_; |
| bool success_; // holds the success value from ExtractFeatures |
| }; |
| |
| TEST_F(PhishingTermFeatureExtractorTest, ExtractFeatures) { |
| // This test doesn't exercise the extraction timing. |
| EXPECT_CALL(clock_, Now()).WillRepeatedly(Return(base::TimeTicks::Now())); |
| |
| string16 page_text = ASCIIToUTF16("blah"); |
| FeatureMap expected_features; // initially empty |
| |
| FeatureMap features; |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| page_text = ASCIIToUTF16("one one"); |
| expected_features.Clear(); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("one")); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("one one")); |
| |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| page_text = ASCIIToUTF16("bla bla multi word test bla"); |
| expected_features.Clear(); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("multi word test")); |
| |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| // This text has all of the words for one of the terms, but they are |
| // not in the correct order. |
| page_text = ASCIIToUTF16("bla bla test word multi bla"); |
| expected_features.Clear(); |
| |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| page_text = ASCIIToUTF16("Capitalization plus non-space\n" |
| "separator... punctuation!"); |
| expected_features.Clear(); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("capitalization")); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("space")); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("separator")); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("punctuation")); |
| |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| // Test with empty page text. |
| page_text = string16(); |
| expected_features.Clear(); |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| |
| // Chinese translation of the phrase "hello goodbye". This tests that |
| // we can correctly separate terms in languages that don't use spaces. |
| page_text = UTF8ToUTF16("\xe4\xbd\xa0\xe5\xa5\xbd\xe5\x86\x8d\xe8\xa7\x81"); |
| expected_features.Clear(); |
| expected_features.AddBooleanFeature( |
| features::kPageTerm + std::string("\xe4\xbd\xa0\xe5\xa5\xbd")); |
| expected_features.AddBooleanFeature( |
| features::kPageTerm + std::string("\xe5\x86\x8d\xe8\xa7\x81")); |
| |
| features.Clear(); |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| } |
| |
| TEST_F(PhishingTermFeatureExtractorTest, Continuation) { |
| // For this test, we'll cause the feature extraction to run multiple |
| // iterations by incrementing the clock. |
| |
| // This page has a total of 30 words. For the features to be computed |
| // correctly, the extractor has to process the entire string of text. |
| string16 page_text(ASCIIToUTF16("one ")); |
| for (int i = 0; i < 28; ++i) { |
| page_text.append(ASCIIToUTF16(StringPrintf("%d ", i))); |
| } |
| page_text.append(ASCIIToUTF16("two")); |
| |
| // Advance the clock 3 ms every 5 words processed, 10 ms between chunks. |
| // Note that this assumes kClockCheckGranularity = 5 and |
| // kMaxTimePerChunkMs = 10. |
| base::TimeTicks now = base::TimeTicks::Now(); |
| EXPECT_CALL(clock_, Now()) |
| // Time check at the start of extraction. |
| .WillOnce(Return(now)) |
| // Time check at the start of the first chunk of work. |
| .WillOnce(Return(now)) |
| // Time check after the first 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(3))) |
| // Time check after the next 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(6))) |
| // Time check after the next 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(9))) |
| // Time check after the next 5 words. This is over the chunk |
| // time limit, so a continuation task will be posted. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(12))) |
| // Time check at the start of the second chunk of work. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(22))) |
| // Time check after the next 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(25))) |
| // Time check after the next 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(28))) |
| // A final check for the histograms. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(30))); |
| |
| FeatureMap expected_features; |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("one")); |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("two")); |
| |
| FeatureMap features; |
| ASSERT_TRUE(ExtractFeatures(&page_text, &features)); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| // Make sure none of the mock expectations carry over to the next test. |
| ::testing::Mock::VerifyAndClearExpectations(&clock_); |
| |
| // Now repeat the test with the same text, but advance the clock faster so |
| // that the extraction time exceeds the maximum total time for the feature |
| // extractor. Extraction should fail. Note that this assumes |
| // kMaxTotalTimeMs = 500. |
| EXPECT_CALL(clock_, Now()) |
| // Time check at the start of extraction. |
| .WillOnce(Return(now)) |
| // Time check at the start of the first chunk of work. |
| .WillOnce(Return(now)) |
| // Time check after the first 5 words, |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(300))) |
| // Time check at the start of the second chunk of work. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(350))) |
| // Time check after the next 5 words. This is over the limit. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(600))) |
| // A final time check for the histograms. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(620))); |
| |
| features.Clear(); |
| EXPECT_FALSE(ExtractFeatures(&page_text, &features)); |
| } |
| |
| TEST_F(PhishingTermFeatureExtractorTest, PartialExtractionTest) { |
| scoped_ptr<string16> page_text(new string16(ASCIIToUTF16("one "))); |
| for (int i = 0; i < 28; ++i) { |
| page_text->append(ASCIIToUTF16(StringPrintf("%d ", i))); |
| } |
| |
| base::TimeTicks now = base::TimeTicks::Now(); |
| EXPECT_CALL(clock_, Now()) |
| // Time check at the start of extraction. |
| .WillOnce(Return(now)) |
| // Time check at the start of the first chunk of work. |
| .WillOnce(Return(now)) |
| // Time check after the first 5 words. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(7))) |
| // Time check after the next 5 words. This should be greater than |
| // kMaxTimePerChunkMs so that we stop and schedule extraction for later. |
| .WillOnce(Return(now + base::TimeDelta::FromMilliseconds(14))); |
| |
| FeatureMap features; |
| // Extract first 10 words then stop. |
| PartialExtractFeatures(page_text.get(), &features); |
| |
| page_text.reset(new string16()); |
| for (int i = 30; i < 58; ++i) { |
| page_text->append(ASCIIToUTF16(StringPrintf("%d ", i))); |
| } |
| page_text->append(ASCIIToUTF16("multi word test ")); |
| features.Clear(); |
| |
| // This part doesn't exercise the extraction timing. |
| EXPECT_CALL(clock_, Now()).WillRepeatedly(Return(base::TimeTicks::Now())); |
| |
| // Now extract normally and make sure nothing breaks. |
| EXPECT_TRUE(ExtractFeatures(page_text.get(), &features)); |
| |
| FeatureMap expected_features; |
| expected_features.AddBooleanFeature(features::kPageTerm + |
| std::string("multi word test")); |
| ExpectFeatureMapsAreEqual(features, expected_features); |
| } |
| |
| } // namespace safe_browsing |