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// Copyright 2012 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#ifdef UNSAFE_BUFFERS_BUILD
// TODO(crbug.com/390223051): Remove C-library calls to fix the errors.
#pragma allow_unsafe_libc_calls
#endif
#include "components/safe_browsing/content/renderer/phishing_classifier/phishing_classifier.h"
#include <algorithm>
#include <memory>
#include <string>
#include <string_view>
#include <utility>
#include "base/functional/bind.h"
#include "base/memory/scoped_refptr.h"
#include "base/path_service.h"
#include "base/strings/utf_string_conversions.h"
#include "base/test/scoped_feature_list.h"
#include "base/test/test_discardable_memory_allocator.h"
#include "base/test/test_future.h"
#include "chrome/common/chrome_paths.h"
#include "chrome/renderer/chrome_content_renderer_client.h"
#include "chrome/test/base/chrome_render_view_test.h"
#include "components/safe_browsing/buildflags.h"
#include "components/safe_browsing/content/renderer/phishing_classifier/features.h"
#include "components/safe_browsing/content/renderer/phishing_classifier/murmurhash3_util.h"
#include "components/safe_browsing/content/renderer/phishing_classifier/scorer.h"
#include "components/safe_browsing/core/common/fbs/client_model_generated.h"
#include "components/safe_browsing/core/common/features.h"
#include "components/safe_browsing/core/common/proto/client_model.pb.h"
#include "components/safe_browsing/core/common/proto/csd.pb.h"
#include "content/public/renderer/render_frame.h"
#include "crypto/sha2.h"
#include "net/dns/mock_host_resolver.h"
#include "testing/gmock/include/gmock/gmock.h"
#include "third_party/blink/public/platform/web_url_request.h"
#include "url/gurl.h"
using ::testing::AllOf;
using ::testing::Contains;
using ::testing::Not;
using ::testing::Pair;
namespace safe_browsing {
class TestChromeContentRendererClient : public ChromeContentRendererClient {
public:
TestChromeContentRendererClient() = default;
~TestChromeContentRendererClient() override = default;
// Since visited_link_reader_ in ChromeContentRenderClient never get
// initiated, overrides visited link functions to prevent crashing.
uint64_t VisitedLinkHash(std::string_view canonical_url) override {
return 0;
}
uint64_t PartitionedVisitedLinkFingerprint(
std::string_view canonical_link_url,
const net::SchemefulSite& top_level_site,
const url::Origin& frame_origin) override {
return 0;
}
bool IsLinkVisited(uint64_t link_hash) override { return false; }
void AddOrUpdateVisitedLinkSalt(const url::Origin& origin,
uint64_t salt) override {
return;
}
};
class PhishingClassifierTest
: public ChromeRenderViewTest,
public ::testing::WithParamInterface<std::tuple<bool, bool>> {
protected:
PhishingClassifierTest()
: url_tld_token_net_(features::kUrlTldToken + std::string("net")),
page_link_domain_phishing_(features::kPageLinkDomain +
std::string("phishing.com")),
page_term_login_(features::kPageTerm + std::string("login")),
page_text_(
base::MakeRefCounted<const base::RefCountedString16>(u"login")) {}
void SetUp() override {
ChromeRenderViewTest::SetUp();
PrepareFlatModel();
SetUpClassifier();
base::DiscardableMemoryAllocator::SetInstance(&test_allocator_);
}
void PrepareFlatModel() {
flatbuffers::FlatBufferBuilder builder(1024);
std::vector<flatbuffers::Offset<flat::Hash>> hashes;
// Make sure this is sorted.
std::vector<std::string> original_hashes_vector = {
crypto::SHA256HashString(url_tld_token_net_),
crypto::SHA256HashString(page_link_domain_phishing_),
crypto::SHA256HashString(page_term_login_),
crypto::SHA256HashString("login"),
crypto::SHA256HashString(features::kUrlTldToken + std::string("net")),
crypto::SHA256HashString(features::kPageLinkDomain +
std::string("phishing.com")),
crypto::SHA256HashString(features::kPageTerm + std::string("login")),
crypto::SHA256HashString("login")};
std::vector<std::string> hashes_vector = original_hashes_vector;
std::sort(hashes_vector.begin(), hashes_vector.end());
std::vector<int> indices_map_from_original;
for (const auto& original_hash : original_hashes_vector) {
indices_map_from_original.push_back(
std::ranges::find(hashes_vector, original_hash) -
hashes_vector.begin());
}
for (std::string& feature : hashes_vector) {
std::vector<uint8_t> hash_data(feature.begin(), feature.end());
hashes.push_back(flat::CreateHashDirect(builder, &hash_data));
}
flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<flat::Hash>>>
hashes_flat = builder.CreateVector(hashes);
std::vector<flatbuffers::Offset<flat::ClientSideModel_::Rule>> rules;
// Add a default rule with a non-phishy weight.
std::vector<int32_t> rule_feature1 = {};
rules.push_back(flat::ClientSideModel_::CreateRuleDirect(
builder, &rule_feature1, -1.0));
// To give a phishy score, the total weight needs to be >= 0
// (0.5 when converted to a probability). This will only happen
// if all of the listed features are present.
std::vector<int32_t> rule_feature2 = {indices_map_from_original[0],
indices_map_from_original[1],
indices_map_from_original[2]};
std::sort(rule_feature2.begin(), rule_feature2.end());
rules.push_back(
flat::ClientSideModel_::CreateRuleDirect(builder, &rule_feature2, 1.0));
flatbuffers::Offset<
flatbuffers::Vector<flatbuffers::Offset<flat::ClientSideModel_::Rule>>>
rules_flat = builder.CreateVector(rules);
std::vector<int32_t> page_terms_vector = {indices_map_from_original[3]};
flatbuffers::Offset<flatbuffers::Vector<int32_t>> page_term_flat =
builder.CreateVector(page_terms_vector);
uint32_t murmur_hash_seed = 2777808611U;
std::vector<uint32_t> page_words_vector = {
MurmurHash3String("login", murmur_hash_seed)};
flatbuffers::Offset<flatbuffers::Vector<uint32_t>> page_word_flat =
builder.CreateVector(page_words_vector);
std::vector<flatbuffers::Offset<flat::TfLiteModelMetadata_::Threshold>>
thresholds_vector;
thresholds_vector = {flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "502fd246eb6fad3eae0387c54e4ebe74", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "7c4065b088444b37d273872b771e6940", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "712036bd72bf185a2a4f88de9141d02d", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "9e9c15bfa7cb3f8699e2271116a4175c", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "6c2cb3f559e7a03f37dd873fc007dc65", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "1cbeb74661a5e7e05c993f2524781611", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "989790016b6adca9d46b9c8ec6b8fe3a", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "501067590331ca2d243c669e6084c47e", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "40aed7e33c100058e54c73af3ed49524", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "62f53ea23c7ad2590db711235a45fd38", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "ee6fb9baa44f192bc3c53d8d3c6f7a3d", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "ea54b0830d871286e2b4023bbb431710", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "25645a55b844f970337218ea8f1f26b7", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "c9a8640be09f97f170f1a2708058c48f", 2.0),
flat::TfLiteModelMetadata_::CreateThresholdDirect(
builder, "953255ea26aa8578d06593ff33e99298", 2.0)};
flatbuffers::Offset<flat::TfLiteModelMetadata> tflite_metadata_flat =
flat::CreateTfLiteModelMetadataDirect(builder, 0, &thresholds_vector,
48, 48);
flat::ClientSideModelBuilder csd_model_builder(builder);
csd_model_builder.add_hashes(hashes_flat);
csd_model_builder.add_rule(rules_flat);
csd_model_builder.add_page_term(page_term_flat);
csd_model_builder.add_page_word(page_word_flat);
csd_model_builder.add_max_words_per_term(1);
csd_model_builder.add_murmur_hash_seed(murmur_hash_seed);
csd_model_builder.add_max_shingles_per_page(100);
csd_model_builder.add_shingle_size(3);
csd_model_builder.add_tflite_metadata(tflite_metadata_flat);
csd_model_builder.add_dom_model_version(123);
builder.Finish(csd_model_builder.Finish());
std::string model_str(reinterpret_cast<char*>(builder.GetBufferPointer()),
builder.GetSize());
mapped_region_ =
base::ReadOnlySharedMemoryRegion::Create(model_str.length());
ASSERT_TRUE(mapped_region_.IsValid());
memcpy(mapped_region_.mapping.memory(), model_str.data(),
model_str.length());
base::File tflite_model;
base::FilePath tflite_path;
GetTfliteModelPath(&tflite_path),
tflite_model = base::File(
tflite_path, base::File::FLAG_OPEN | base::File::FLAG_READ);
ScorerStorage::GetInstance()->SetScorer(Scorer::Create(
mapped_region_.region.Duplicate(), std::move(tflite_model)));
}
void GetTfliteModelPath(base::FilePath* path) {
ASSERT_TRUE(base::PathService::Get(chrome::DIR_TEST_DATA, path));
#if BUILDFLAG(IS_ANDROID)
*path = path->AppendASCII("safe_browsing")
.AppendASCII("visual_model_android.tflite");
#else
*path = path->AppendASCII("safe_browsing")
.AppendASCII("visual_model_desktop.tflite");
#endif
}
void SetUpClassifier() {
classifier_ = std::make_unique<PhishingClassifier>(GetMainRenderFrame());
}
// Helper method to start phishing classification.
void RunPhishingClassifier(
scoped_refptr<const base::RefCountedString16> page_text) {
feature_map_.Clear();
base::test::TestFuture<const ClientPhishingRequest&,
PhishingClassifier::Result>
test_future;
classifier_->BeginClassification(page_text, test_future.GetCallback());
verdict_ = test_future.Get<0>();
for (int i = 0; i < verdict_.feature_map_size(); ++i) {
feature_map_.AddRealFeature(verdict_.feature_map(i).name(),
verdict_.feature_map(i).value());
}
}
void LoadHtml(const GURL& url, const std::string& content) {
LoadHTMLWithUrlOverride(content.c_str(), url.spec().c_str());
}
content::ContentRendererClient* CreateContentRendererClient() override {
ChromeContentRendererClient* client = new TestChromeContentRendererClient();
InitChromeContentRendererClient(client);
return client;
}
std::string response_content_;
std::unique_ptr<PhishingClassifier> classifier_;
base::MappedReadOnlyRegion mapped_region_;
// Features that are in the model.
const std::string url_tld_token_net_;
const std::string page_link_domain_phishing_;
const std::string page_term_login_;
scoped_refptr<const base::RefCountedString16> page_text_;
// Outputs of phishing classifier.
ClientPhishingRequest verdict_;
FeatureMap feature_map_;
// A DiscardableMemoryAllocator is needed for certain Skia operations.
base::TestDiscardableMemoryAllocator test_allocator_;
};
TEST_F(PhishingClassifierTest, TestClassificationOfPhishingDotComHttp) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Note: features.features() might contain other features that simply aren't
// in the model.
EXPECT_THAT(feature_map_.features(),
AllOf(Contains(Pair(url_tld_token_net_, 1.0)),
Contains(Pair(page_link_domain_phishing_, 1.0)),
Contains(Pair(page_term_login_, 1.0))));
EXPECT_FLOAT_EQ(0.5, verdict_.client_score());
EXPECT_TRUE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest,
TestClassificationOfPhishingDotComHttpWithOnlyVisualExtraction) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Empty because the DOM features were never extracted and scored.
EXPECT_TRUE(feature_map_.features().empty());
EXPECT_FLOAT_EQ(0.0, verdict_.client_score());
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestClassificationOfPhishingDotComHttps) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
// Host the target page on HTTPS.
LoadHtml(
GURL("https://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Note: features.features() might contain other features that simply aren't
// in the model.
EXPECT_THAT(feature_map_.features(),
AllOf(Contains(Pair(url_tld_token_net_, 1.0)),
Contains(Pair(page_link_domain_phishing_, 1.0)),
Contains(Pair(page_term_login_, 1.0))));
EXPECT_FLOAT_EQ(0.5, verdict_.client_score());
EXPECT_TRUE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest,
TestClassificationOfPhishingDotComHttpsWithOnlyVisualExtractions) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
// Host the target page on HTTPS.
LoadHtml(
GURL("https://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Empty because the DOM features were never extracted and scored.
EXPECT_TRUE(feature_map_.features().empty());
EXPECT_FLOAT_EQ(0.0, verdict_.client_score());
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestClassificationOfSafeDotComHttp) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
// Change the link domain to something non-phishy.
LoadHtml(GURL("http://host.net"),
"<html><body><a href=\"http://safe.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_THAT(feature_map_.features(),
AllOf(Contains(Pair(url_tld_token_net_, 1.0)),
Contains(Pair(page_term_login_, 1.0))));
EXPECT_THAT(feature_map_.features(),
Not(Contains(Pair(page_link_domain_phishing_, 1.0))));
EXPECT_GE(verdict_.client_score(), 0.0);
EXPECT_LT(verdict_.client_score(), 0.5);
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest,
TestClassificationOfSafeDotComHttpWithOnlyVisualExtractions) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
// Change the link domain to something non-phishy.
LoadHtml(GURL("http://host.net"),
"<html><body><a href=\"http://safe.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Empty because the DOM features were never extracted and scored.
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_FLOAT_EQ(0.0, verdict_.client_score());
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestClassificationOfSafeDotComHttps) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
// Host target page in HTTPS and change the link domain to something
// non-phishy.
LoadHtml(GURL("https://host.net"),
"<html><body><a href=\"http://safe.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_THAT(feature_map_.features(),
AllOf(Contains(Pair(url_tld_token_net_, 1.0)),
Contains(Pair(page_term_login_, 1.0))));
EXPECT_THAT(feature_map_.features(),
Not(Contains(Pair(page_link_domain_phishing_, 1.0))));
EXPECT_GE(verdict_.client_score(), 0.0);
EXPECT_LT(verdict_.client_score(), 0.5);
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest,
TestClassificationOfSafeDotComHttpsWithOnlyVisualExtractions) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
// Host target page in HTTPS and change the link domain to something
// non-phishy.
LoadHtml(GURL("https://host.net"),
"<html><body><a href=\"http://safe.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// Empty because the DOM features were never extracted and scored.
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_FLOAT_EQ(0.0, verdict_.client_score());
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestClassificationWhenNoTld) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
// Extraction should fail for this case since there is no TLD.
LoadHtml(GURL("http://localhost"), "<html><body>content</body></html>");
RunPhishingClassifier(page_text_);
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_EQ(PhishingClassifier::kClassifierFailed,
static_cast<int>(verdict_.client_score()));
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest,
TestClassificationWhenNoTldWithOnlyVisualExtractions) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
// Extraction should fail for this case since there is no TLD.
LoadHtml(GURL("http://localhost"), "<html><body>content</body></html>");
RunPhishingClassifier(page_text_);
// It can't fail if it never does anything.
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_EQ(0, static_cast<int>(verdict_.client_score()));
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestClassificationWhenSchemeNotSupported) {
// Extraction should also fail for this case because the URL is not http or
// https.
LoadHtml(GURL("file://host.net"), "<html><body>content</body></html>");
RunPhishingClassifier(page_text_);
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_EQ(PhishingClassifier::kClassifierFailed,
static_cast<int>(verdict_.client_score()));
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, DisableDetection) {
EXPECT_TRUE(classifier_->is_ready());
// Set a NULL scorer, which turns detection back off.
ScorerStorage::GetInstance()->SetScorer(nullptr);
EXPECT_FALSE(classifier_->is_ready());
}
TEST_F(PhishingClassifierTest, TestPhishingPagesAreDomMatches) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_NE(PhishingClassifier::kClassifierFailed, verdict_.client_score());
EXPECT_TRUE(verdict_.is_phishing());
EXPECT_TRUE(verdict_.is_dom_match());
}
TEST_F(PhishingClassifierTest,
TestPhishingPagesAreNotDomMatchesBecauseOnlyVisualExtractions) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
// It can't fail if it never does anything.
EXPECT_EQ(0U, feature_map_.features().size());
EXPECT_EQ(0, static_cast<int>(verdict_.client_score()));
EXPECT_FALSE(verdict_.is_dom_match());
EXPECT_FALSE(verdict_.is_phishing());
}
TEST_F(PhishingClassifierTest, TestSafePagesAreNotDomMatches) {
LoadHtml(GURL("http://host.net"),
"<html><body><a href=\"http://safe.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_NE(PhishingClassifier::kClassifierFailed, verdict_.client_score());
EXPECT_FALSE(verdict_.is_phishing());
EXPECT_FALSE(verdict_.is_dom_match());
}
TEST_F(PhishingClassifierTest, TestDomModelVersionPopulated) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{}, {safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_EQ(verdict_.dom_model_version(), 123);
}
TEST_F(PhishingClassifierTest,
TestDomModelVersionNotPopulatedBecauseOnlyVisualExtraction) {
auto scoped_list = std::make_unique<base::test::ScopedFeatureList>();
scoped_list->InitWithFeatures(
{safe_browsing::kClientSideDetectionOnlyExtractVisualFeatures}, {});
LoadHtml(
GURL("http://host.net"),
"<html><body><a href=\"http://phishing.com/\">login</a></body></html>");
RunPhishingClassifier(page_text_);
EXPECT_EQ(verdict_.dom_model_version(), 0);
}
// TODO(jialiul): Add test to verify that classification only starts on GET
// method. It seems there is no easy way to simulate a HTTP POST in
// ChromeRenderViewTest.
} // namespace safe_browsing
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