1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490
|
// 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/browser/safe_browsing/browser_feature_extractor.h"
#include <map>
#include <utility>
#include "base/bind.h"
#include "base/bind_helpers.h"
#include "base/format_macros.h"
#include "base/stl_util.h"
#include "base/strings/stringprintf.h"
#include "base/time/time.h"
#include "chrome/browser/history/history_service.h"
#include "chrome/browser/history/history_service_factory.h"
#include "chrome/browser/profiles/profile.h"
#include "chrome/browser/safe_browsing/browser_features.h"
#include "chrome/browser/safe_browsing/client_side_detection_host.h"
#include "chrome/browser/safe_browsing/database_manager.h"
#include "chrome/common/safe_browsing/csd.pb.h"
#include "components/history/core/browser/history_types.h"
#include "content/public/browser/browser_thread.h"
#include "content/public/browser/navigation_controller.h"
#include "content/public/browser/navigation_entry.h"
#include "content/public/browser/web_contents.h"
#include "ui/base/page_transition_types.h"
#include "url/gurl.h"
using content::BrowserThread;
using content::NavigationController;
using content::NavigationEntry;
using content::ResourceType;
using content::WebContents;
namespace safe_browsing {
namespace {
const int kMaxMalwareIPPerRequest = 5;
void FilterBenignIpsOnIOThread(
scoped_refptr<SafeBrowsingDatabaseManager> database_manager,
IPUrlMap* ips) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::IO));
for (IPUrlMap::iterator it = ips->begin(); it != ips->end();) {
if (!database_manager.get() ||
!database_manager->MatchMalwareIP(it->first)) {
// it++ here returns a copy of the old iterator and passes it to erase.
ips->erase(it++);
} else {
++it;
}
}
}
} // namespace
IPUrlInfo::IPUrlInfo(const std::string& url,
const std::string& method,
const std::string& referrer,
const ResourceType& resource_type)
: url(url),
method(method),
referrer(referrer),
resource_type(resource_type) {
}
IPUrlInfo::~IPUrlInfo() {}
BrowseInfo::BrowseInfo() : http_status_code(0) {}
BrowseInfo::~BrowseInfo() {}
static void AddFeature(const std::string& feature_name,
double feature_value,
ClientPhishingRequest* request) {
DCHECK(request);
ClientPhishingRequest::Feature* feature =
request->add_non_model_feature_map();
feature->set_name(feature_name);
feature->set_value(feature_value);
DVLOG(2) << "Browser feature: " << feature->name() << " " << feature->value();
}
static void AddMalwareIpUrlInfo(const std::string& ip,
const std::vector<IPUrlInfo>& meta_infos,
ClientMalwareRequest* request) {
DCHECK(request);
for (std::vector<IPUrlInfo>::const_iterator it = meta_infos.begin();
it != meta_infos.end(); ++it) {
ClientMalwareRequest::UrlInfo* urlinfo =
request->add_bad_ip_url_info();
// We add the information about url on the bad ip.
urlinfo->set_ip(ip);
urlinfo->set_url(it->url);
urlinfo->set_method(it->method);
urlinfo->set_referrer(it->referrer);
urlinfo->set_resource_type(static_cast<int>(it->resource_type));
}
DVLOG(2) << "Added url info for bad ip: " << ip;
}
static void AddNavigationFeatures(
const std::string& feature_prefix,
const NavigationController& controller,
int index,
const std::vector<GURL>& redirect_chain,
ClientPhishingRequest* request) {
NavigationEntry* entry = controller.GetEntryAtIndex(index);
bool is_secure_referrer = entry->GetReferrer().url.SchemeIsSecure();
if (!is_secure_referrer) {
AddFeature(base::StringPrintf("%s%s=%s",
feature_prefix.c_str(),
features::kReferrer,
entry->GetReferrer().url.spec().c_str()),
1.0,
request);
}
AddFeature(feature_prefix + features::kHasSSLReferrer,
is_secure_referrer ? 1.0 : 0.0,
request);
AddFeature(feature_prefix + features::kPageTransitionType,
static_cast<double>(
ui::PageTransitionStripQualifier(
entry->GetTransitionType())),
request);
AddFeature(feature_prefix + features::kIsFirstNavigation,
index == 0 ? 1.0 : 0.0,
request);
// Redirect chain should always be at least of size one, as the rendered
// url is the last element in the chain.
if (redirect_chain.empty()) {
NOTREACHED();
return;
}
if (redirect_chain.back() != entry->GetURL()) {
// I originally had this as a DCHECK but I saw a failure once that I
// can't reproduce. It looks like it might be related to the
// navigation controller only keeping a limited number of navigation
// events. For now we'll just attach a feature specifying that this is
// a mismatch and try and figure out what to do with it on the server.
DLOG(WARNING) << "Expected:" << entry->GetURL()
<< " Actual:" << redirect_chain.back();
AddFeature(feature_prefix + features::kRedirectUrlMismatch,
1.0,
request);
return;
}
// We skip the last element since it should just be the current url.
for (size_t i = 0; i < redirect_chain.size() - 1; i++) {
std::string printable_redirect = redirect_chain[i].spec();
if (redirect_chain[i].SchemeIsSecure()) {
printable_redirect = features::kSecureRedirectValue;
}
AddFeature(base::StringPrintf("%s%s[%" PRIuS "]=%s",
feature_prefix.c_str(),
features::kRedirect,
i,
printable_redirect.c_str()),
1.0,
request);
}
}
BrowserFeatureExtractor::BrowserFeatureExtractor(
WebContents* tab,
ClientSideDetectionHost* host)
: tab_(tab),
host_(host),
weak_factory_(this) {
DCHECK(tab);
}
BrowserFeatureExtractor::~BrowserFeatureExtractor() {
weak_factory_.InvalidateWeakPtrs();
}
void BrowserFeatureExtractor::ExtractFeatures(const BrowseInfo* info,
ClientPhishingRequest* request,
const DoneCallback& callback) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
DCHECK(request);
DCHECK(info);
DCHECK_EQ(0U, request->url().find("http:"));
DCHECK(!callback.is_null());
// Extract features pertaining to this navigation.
const NavigationController& controller = tab_->GetController();
int url_index = -1;
int first_host_index = -1;
GURL request_url(request->url());
int index = controller.GetCurrentEntryIndex();
// The url that we are extracting features for should already be commited.
DCHECK_NE(index, -1);
for (; index >= 0; index--) {
NavigationEntry* entry = controller.GetEntryAtIndex(index);
if (url_index == -1 && entry->GetURL() == request_url) {
// It's possible that we've been on the on the possibly phishy url before
// in this tab, so make sure that we use the latest navigation for
// features.
// Note that it's possible that the url_index should always be the
// latest entry, but I'm worried about possible races during a navigation
// and transient entries (i.e. interstiatials) so for now we will just
// be cautious.
url_index = index;
} else if (index < url_index) {
if (entry->GetURL().host() == request_url.host()) {
first_host_index = index;
} else {
// We have found the possibly phishing url, but we are no longer on the
// host. No reason to look back any further.
break;
}
}
}
// Add features pertaining to how we got to
// 1) The candidate url
// 2) The first url on the same host as the candidate url (assuming that
// it's different from the candidate url).
if (url_index != -1) {
AddNavigationFeatures(
std::string(), controller, url_index, info->url_redirects, request);
}
if (first_host_index != -1) {
AddNavigationFeatures(features::kHostPrefix,
controller,
first_host_index,
info->host_redirects,
request);
}
// The API doesn't take a scoped_ptr because the API gets mocked and we
// cannot mock an API that takes scoped_ptr as arguments.
scoped_ptr<ClientPhishingRequest> req(request);
ExtractBrowseInfoFeatures(*info, request);
base::MessageLoop::current()->PostTask(
FROM_HERE,
base::Bind(&BrowserFeatureExtractor::StartExtractFeatures,
weak_factory_.GetWeakPtr(),
base::Passed(&req),
callback));
}
void BrowserFeatureExtractor::ExtractMalwareFeatures(
BrowseInfo* info,
ClientMalwareRequest* request,
const MalwareDoneCallback& callback) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
DCHECK(!callback.is_null());
// Grab the IPs because they might go away before we're done
// checking them against the IP blacklist on the IO thread.
scoped_ptr<IPUrlMap> ips(new IPUrlMap);
ips->swap(info->ips);
IPUrlMap* ips_ptr = ips.get();
// The API doesn't take a scoped_ptr because the API gets mocked and we
// cannot mock an API that takes scoped_ptr as arguments.
scoped_ptr<ClientMalwareRequest> req(request);
// IP blacklist lookups have to happen on the IO thread.
BrowserThread::PostTaskAndReply(
BrowserThread::IO,
FROM_HERE,
base::Bind(&FilterBenignIpsOnIOThread,
host_->database_manager(),
ips_ptr),
base::Bind(&BrowserFeatureExtractor::FinishExtractMalwareFeatures,
weak_factory_.GetWeakPtr(),
base::Passed(&ips), callback, base::Passed(&req)));
}
void BrowserFeatureExtractor::ExtractBrowseInfoFeatures(
const BrowseInfo& info,
ClientPhishingRequest* request) {
if (info.unsafe_resource.get()) {
// A SafeBrowsing interstitial was shown for the current URL.
AddFeature(features::kSafeBrowsingMaliciousUrl +
info.unsafe_resource->url.spec(),
1.0,
request);
AddFeature(features::kSafeBrowsingOriginalUrl +
info.unsafe_resource->original_url.spec(),
1.0,
request);
AddFeature(features::kSafeBrowsingIsSubresource,
info.unsafe_resource->is_subresource ? 1.0 : 0.0,
request);
AddFeature(features::kSafeBrowsingThreatType,
static_cast<double>(info.unsafe_resource->threat_type),
request);
}
if (info.http_status_code != 0) {
AddFeature(features::kHttpStatusCode, info.http_status_code, request);
}
}
void BrowserFeatureExtractor::StartExtractFeatures(
scoped_ptr<ClientPhishingRequest> request,
const DoneCallback& callback) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
HistoryService* history;
if (!request || !request->IsInitialized() || !GetHistoryService(&history)) {
callback.Run(false, request.Pass());
return;
}
GURL request_url(request->url());
history->QueryURL(request_url,
true /* wants_visits */,
base::Bind(&BrowserFeatureExtractor::QueryUrlHistoryDone,
base::Unretained(this),
base::Passed(&request),
callback),
&cancelable_task_tracker_);
}
void BrowserFeatureExtractor::QueryUrlHistoryDone(
scoped_ptr<ClientPhishingRequest> request,
const DoneCallback& callback,
bool success,
const history::URLRow& row,
const history::VisitVector& visits) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
DCHECK(request);
DCHECK(!callback.is_null());
if (!success) {
// URL is not found in the history. In practice this should not
// happen (unless there is a real error) because we just visited
// that URL.
callback.Run(false, request.Pass());
return;
}
AddFeature(features::kUrlHistoryVisitCount,
static_cast<double>(row.visit_count()),
request.get());
base::Time threshold = base::Time::Now() - base::TimeDelta::FromDays(1);
int num_visits_24h_ago = 0;
int num_visits_typed = 0;
int num_visits_link = 0;
for (history::VisitVector::const_iterator it = visits.begin();
it != visits.end();
++it) {
if (!ui::PageTransitionIsMainFrame(it->transition)) {
continue;
}
if (it->visit_time < threshold) {
++num_visits_24h_ago;
}
ui::PageTransition transition = ui::PageTransitionStripQualifier(
it->transition);
if (transition == ui::PAGE_TRANSITION_TYPED) {
++num_visits_typed;
} else if (transition == ui::PAGE_TRANSITION_LINK) {
++num_visits_link;
}
}
AddFeature(features::kUrlHistoryVisitCountMoreThan24hAgo,
static_cast<double>(num_visits_24h_ago),
request.get());
AddFeature(features::kUrlHistoryTypedCount,
static_cast<double>(num_visits_typed),
request.get());
AddFeature(features::kUrlHistoryLinkCount,
static_cast<double>(num_visits_link),
request.get());
// Issue next history lookup for host visits.
HistoryService* history;
if (!GetHistoryService(&history)) {
callback.Run(false, request.Pass());
return;
}
GURL request_url(request->url());
history->GetVisibleVisitCountToHost(
request_url,
base::Bind(&BrowserFeatureExtractor::QueryHttpHostVisitsDone,
base::Unretained(this),
base::Passed(&request),
callback),
&cancelable_task_tracker_);
}
void BrowserFeatureExtractor::QueryHttpHostVisitsDone(
scoped_ptr<ClientPhishingRequest> request,
const DoneCallback& callback,
bool success,
int num_visits,
base::Time first_visit) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
DCHECK(request);
DCHECK(!callback.is_null());
if (!success) {
callback.Run(false, request.Pass());
return;
}
SetHostVisitsFeatures(num_visits, first_visit, true, request.get());
// Same lookup but for the HTTPS URL.
HistoryService* history;
if (!GetHistoryService(&history)) {
callback.Run(false, request.Pass());
return;
}
std::string https_url = request->url();
history->GetVisibleVisitCountToHost(
GURL(https_url.replace(0, 5, "https:")),
base::Bind(&BrowserFeatureExtractor::QueryHttpsHostVisitsDone,
base::Unretained(this),
base::Passed(&request),
callback),
&cancelable_task_tracker_);
}
void BrowserFeatureExtractor::QueryHttpsHostVisitsDone(
scoped_ptr<ClientPhishingRequest> request,
const DoneCallback& callback,
bool success,
int num_visits,
base::Time first_visit) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
DCHECK(request);
DCHECK(!callback.is_null());
if (!success) {
callback.Run(false, request.Pass());
return;
}
SetHostVisitsFeatures(num_visits, first_visit, false, request.get());
callback.Run(true, request.Pass());
}
void BrowserFeatureExtractor::SetHostVisitsFeatures(
int num_visits,
base::Time first_visit,
bool is_http_query,
ClientPhishingRequest* request) {
DCHECK(request);
AddFeature(is_http_query ?
features::kHttpHostVisitCount : features::kHttpsHostVisitCount,
static_cast<double>(num_visits),
request);
if (num_visits > 0) {
AddFeature(
is_http_query ?
features::kFirstHttpHostVisitMoreThan24hAgo :
features::kFirstHttpsHostVisitMoreThan24hAgo,
(first_visit < (base::Time::Now() - base::TimeDelta::FromDays(1))) ?
1.0 : 0.0,
request);
}
}
bool BrowserFeatureExtractor::GetHistoryService(HistoryService** history) {
*history = NULL;
if (tab_ && tab_->GetBrowserContext()) {
Profile* profile = Profile::FromBrowserContext(tab_->GetBrowserContext());
*history = HistoryServiceFactory::GetForProfile(profile,
Profile::EXPLICIT_ACCESS);
if (*history) {
return true;
}
}
DVLOG(2) << "Unable to query history. No history service available.";
return false;
}
void BrowserFeatureExtractor::FinishExtractMalwareFeatures(
scoped_ptr<IPUrlMap> bad_ips,
MalwareDoneCallback callback,
scoped_ptr<ClientMalwareRequest> request) {
DCHECK(BrowserThread::CurrentlyOn(BrowserThread::UI));
int matched_bad_ips = 0;
for (IPUrlMap::const_iterator it = bad_ips->begin();
it != bad_ips->end(); ++it) {
AddMalwareIpUrlInfo(it->first, it->second, request.get());
++matched_bad_ips;
// Limit the number of matched bad IPs in one request to control
// the request's size
if (matched_bad_ips >= kMaxMalwareIPPerRequest) {
break;
}
}
callback.Run(true, request.Pass());
}
} // namespace safe_browsing
|