Securing Web Service by Automatic Robot Detection

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Adversarial Web Search (2011, background): “3 Fortunately, the crawlers that produce the referrer spam can often be detected as non-human [185, 215, 218], and thus their activities, in theory, can be filtered from usage logs.”
Understanding Website Behavior based on User Agent (2016, methodology): “Many techniques have been proposed to detect web crawlers, for example log analysis, heuristic-based learning techniques, traﬃc pattern analysis and human-detection tests [1, 5, 6, 7].”