Malicious Websites Detection via CNN based Screenshot Recognition

Traditional malicious website detection schemes no longer work effectively, for miscellaneous Web spam techniques are widely used and relentlessly innovative. This paper analyzes typical spam techniques and proposes a novel detection scheme, which origins from end-user perspective and adopts Convolutional Neural Network as a key element for precise image recognition.