Zenedge, Inc.

Kipras Mancevicius

Leon Kuperman

Dmytro Bekinin

A system is configured for protecting web applications at a host by analyzing web application behavior to detect malicious client requests. Example embodiments described herein include a proxy configured to handle network traffic between a host and clients. The proxy includes two request classification mechanisms, first a list of known clients, malicious and non-malicious, for identifying known malicious and known non-malicious requests and second a web application firewall for determining a classification for unknown requests (e.g., not originating from a known client). The classification itself may be distributed. The proxy determines whether a request is known non-malicious, known malicious, or unknown. The proxy collects request attributes for the known malicious and known non-malicious requests for the generation of a model based on the attributes of the known requests. The proxy passes the unknown requests to the WAF for determining a classification based on their attributes using the model.

Analyzing web application behavior to detect malicious requests

A proxy server routes a request for online content from a user device to an origin server, which returns the requested online content to the proxy server. The proxy server passes the online content to the user device. In order to service subsequent user device requests with cached content, the proxy server, having received the initially requested online content from the origin server, parses out dynamic content specific to the user from static content common to many users within the web page content according to tags identifying the dynamic content. The proxy server stores the dynamic content within a personalized cache and also stores an association between the user/user device for the dynamic content stored. In this way, a subsequent request from the user device for the same online content may be serviced from cache, and include dynamic content specific to that user/user device by way of the personalized cache.

Growing community of inventors

Kaunas, Lithuania

Kipras Mancevicius