Abstract: Uniform resource locator (URL) patterns are found in browsing histories of client computers. The URL patterns are employed to find URL browsing chains for particular client computers. A URL browsing chain includes URL requests that match URL patterns arranged in sequential order by time stamp. The URL browsing chains may be normalized and then evaluated for web threat infection chains. URL browsing chains that are deemed to be web threat infection chains are built into a model. The model may be deployed locally in a client computer or in a remotely located server computer to detect web threat infection chains.

Abstract: Software robots (“bots”) may be detected in a client computer using a client-side bot detector. The client-side bot detector may be configured to receive bot event profiles indicating IP (Internet Protocol) addresses involved in malicious online activities perpetrated by bots and time frames when the malicious online activities occurred. The client-side bot detector may determine dynamic IP addresses that have been dynamically assigned to the client computer by consulting a dynamic IP assignment profile of the client computer. The client-side bot detector may compare the bot event profiles against the dynamic IP assignment profile of the client computer to determine if the client computer is infected by a bot.