chrome/renderer/safe_browsing/phishing_classifier.h

// 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.
//
// This class handles the process of extracting all of the features from a
// page and computing a phishyness score.  The basic steps are:
//  - Run each feature extractor over the page, building up a FeatureMap of
//    feature -> value.
//  - SHA-256 hash all of the feature names in the map so that they match the
//    supplied model.
//  - Hand the hashed map off to a Scorer, which computes the probability that
//    the page is phishy.
//  - If the page is phishy, run the supplied callback.
//
// For more details, see phishing_*_feature_extractor.h, scorer.h, and
// client_model.proto.

#ifndef CHROME_RENDERER_SAFE_BROWSING_PHISHING_CLASSIFIER_H_
#define CHROME_RENDERER_SAFE_BROWSING_PHISHING_CLASSIFIER_H_

#include <stdint.h>

#include <memory>
#include <set>

#include "base/callback.h"
#include "base/macros.h"
#include "base/memory/weak_ptr.h"
#include "base/strings/string16.h"
#include "third_party/skia/include/core/SkBitmap.h"

namespace content {
class RenderFrame;
}

namespace safe_browsing {
class ClientPhishingRequest;
class FeatureMap;
class PhishingDOMFeatureExtractor;
class PhishingTermFeatureExtractor;
class PhishingUrlFeatureExtractor;
class Scorer;

class PhishingClassifier {
 public:
  // Callback to be run when phishing classification finishes. The verdict
  // is a ClientPhishingRequest which contains the verdict computed by the
  // classifier as well as the extracted features.  If the verdict.is_phishing()
  // is true, the page is considered phishy by the client-side model,
  // and the browser should ping back to get a final verdict.  The
  // verdict.client_score() is set to kInvalidScore if classification failed.
  typedef base::OnceCallback<void(const ClientPhishingRequest& /* verdict */)>
      DoneCallback;

  static const float kInvalidScore;

  // Creates a new PhishingClassifier object that will operate on
  // |render_view|. Note that the classifier will not be 'ready' until
  // set_phishing_scorer() is called.
  explicit PhishingClassifier(content::RenderFrame* render_frame);
  virtual ~PhishingClassifier();

  // Sets a scorer for the classifier to use in computing the phishiness score.
  // This must live at least as long as the PhishingClassifier.  The caller is
  // expected to cancel any pending classification before setting a phishing
  // scorer.
  void set_phishing_scorer(const Scorer* scorer);

  // Returns true if the classifier is ready to classify pages, i.e. it
  // has had a scorer set via set_phishing_scorer().
  bool is_ready() const;

  // Called by the RenderView when a page has finished loading.  This begins
  // the feature extraction and scoring process. |page_text| should contain
  // the plain text of a web page, including any subframes, as returned by
  // RenderView::CaptureText().  |page_text| is owned by the caller, and must
  // not be destroyed until either |done_callback| is run or
  // CancelPendingClassification() is called.
  //
  // To avoid blocking the render thread for too long, phishing classification
  // may run in several chunks of work, posting a task to the current
  // MessageLoop to continue processing.  Once the scoring process is complete,
  // |done_callback| is run on the current thread.  PhishingClassifier takes
  // ownership of the callback.
  //
  // It is an error to call BeginClassification if the classifier is not yet
  // ready.
  virtual void BeginClassification(const base::string16* page_text,
                                   DoneCallback callback);

  // Called by the RenderView (on the render thread) when a page is unloading
  // or the RenderView is being destroyed.  This cancels any extraction that
  // is in progress.  It is an error to call CancelPendingClassification if
  // the classifier is not yet ready.
  virtual void CancelPendingClassification();

 private:
  // Any score equal to or above this value is considered phishy.
  static const float kPhishyThreshold;

  // Begins the feature extraction process, by extracting URL features and
  // beginning DOM feature extraction.
  void BeginFeatureExtraction();

  // Callback to be run when DOM feature extraction is complete.
  // If it was successful, begins term feature extraction, otherwise
  // runs the DoneCallback with a non-phishy verdict.
  void DOMExtractionFinished(bool success);

  // Callback to be run when term feature extraction is complete.
  // If it was successful, begins visual feature extraction, otherwise runs the
  // DoneCallback with a non-phishy verdict.
  void TermExtractionFinished(bool success);

  // Called to extract the visual features of the current page.
  void ExtractVisualFeatures();

  // Callback when visual feature extraction is complete.
  // If it was successful, computes a score and runs the DoneCallback.
  // If extraction was unsuccessful, runs the DoneCallback with a
  // non-phishy verdict.
  void VisualExtractionFinished(bool success);

  // Helper method to run the DoneCallback and clear the state.
  void RunCallback(const ClientPhishingRequest& verdict);

  // Helper to run the DoneCallback when feature extraction has failed.
  // This always signals a non-phishy verdict for the page, with kInvalidScore.
  void RunFailureCallback();

  // Clears the current state of the PhishingClassifier.
  void Clear();

  content::RenderFrame* render_frame_;  // owns us
  const Scorer* scorer_;  // owned by the caller
  std::unique_ptr<PhishingUrlFeatureExtractor> url_extractor_;
  std::unique_ptr<PhishingDOMFeatureExtractor> dom_extractor_;
  std::unique_ptr<PhishingTermFeatureExtractor> term_extractor_;

  // State for any in-progress extraction.
  std::unique_ptr<FeatureMap> features_;
  std::unique_ptr<std::set<uint32_t>> shingle_hashes_;
  const base::string16* page_text_;  // owned by the caller
  std::unique_ptr<SkBitmap> bitmap_;
  DoneCallback done_callback_;

  // Used in scheduling BeginFeatureExtraction tasks.
  // These pointers are invalidated if classification is cancelled.
  base::WeakPtrFactory<PhishingClassifier> weak_factory_{this};

  DISALLOW_COPY_AND_ASSIGN(PhishingClassifier);
};

}  // namespace safe_browsing

#endif  // CHROME_RENDERER_SAFE_BROWSING_PHISHING_CLASSIFIER_H_