Systems and methods for identifying phishing websites
AssigneeSwisscom AG
InventorsUlrich Buergi, Florian Angehrn
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AssigneeSwisscom AG
InventorsUlrich Buergi, Florian Angehrn
Estimating the term…
Systems and methods are provided for automatically detecting phishing attacks. A sequence of network traffic events may be detecting within network traffic, the sequence including an initial communication from a network address to a first other network address, a first subsequent communication from the first other network address at a first time, and a second subsequent communication from the network address to a second other network address at a second time subsequent to the first time. The first other network address may be classified as a potential phishing website based on determining that the second other network address is not related to the first other network address, and that a time difference between the second time and the first time meets predefined criteria. Protective measures may be taken in response to the classifying, with the protective measures including at least blocking the first other network address.
1-20. (canceled)
A method for automatic detection of phishing websites, comprising:
The method of claim 24, wherein the defined limit value is 5 or 3.
The method of claim 26, wherein the defined time value is smaller than 1 second, and preferably smaller than 0.1 seconds.
A method for protecting websites from phishing attacks, comprising:
The method of claim 10, wherein the limited number of network traffic events is 5 or 3.
The method of claim 10, wherein the time window is smaller than 1 second, and preferably smaller than 0.1 seconds.
A system for the automated detection of phishing attacks, comprising:
The system of claim 13, further comprising a network traffic monitor configured to monitor network traffic;
The system of claim 14, wherein the log has a machine readable log format, and comprises network addresses of requested and/or responding sites.
The system of claim 13, further comprising an address collector configured to collect addresses corresponding to requested and/or responding sites from one or more different sources.
The system of claim 13, further comprising a pattern matching engine configured to identify potential phishing addresses based on analysis of addresses in plaintext logs.
The system of claim 13, further comprising a feature extractor configured to extract and analyze features of particular websites.
The system of claim 18, wherein the feature extractor is configured to compare extracted features for a particular website with pre-stored website features to identify the particular website.
The system of claim 13, wherein the second subsequent communication is within a limited number of network events relative to the first time;
Dependencies are inferred from the claim text.