发明名称 SYSTEM AND METHODS FOR DETECTING MALICIOUS EMAIL TRANSMISSION
摘要 A system and methods of detecting an occurrence of a violation of an email security policy of a computer system. A model relating to the transmission of prior emails through the computer system is defined which is derived from statistics relating to the prior emails. For selected emails to be analyzed, statistics concerning the selected email are gathered. Such statistics may refer to the behavior or other features of the selected emails, attachments to emails, or email accounts. The determination of whether a violation of an email security policy has occurred is performed by applying the model of prior email transmission to the statistics relating to the selected email. The model may be statistical or probabilistic. A model of prior email transmission may include grouping email recipients into cliques. A determination of a violation of a security policy may occur if email recipients for a particular email are in more than one clique.
申请公布号 US2016366165(A1) 申请公布日期 2016.12.15
申请号 US201414495168 申请日期 2014.09.24
申请人 The Trustees Of Columbia University In The City Of New York 发明人 Stolfo Salvatore J.;Eskin Eleazar;Bhattacharyya Manasi;Herskop Shlomo
分类号 H04L29/06;H04L12/58 主分类号 H04L29/06
代理机构 代理人
主权项 1. A method for monitoring transmission of email through a computer system, said computer system comprising a server and one or more clients having an email account, the method comprising: (a) gathering statistics relating to transmission behavior of prior emails relating to a first email account on said computer system; (b) generating a profile relating to the transmission behavior of email relating to said first email account based on said statistics, wherein said profile comprises a histogram of said normal transmission behavior of email through said computer system; and (c) determining if a violation of email security has occurred by comparing one or more select emails relating to said first email account to said histogram of said not nal transmission behavior.
地址 New York NY US