公开(公告)号：WO2014210050A1

公开(公告)日：2014-12-31

申请号：PCT/US2014/043934

申请日：2014-06-24

Applicant: CYLANCE INC.

Inventor： PERMEH, Ryan ,  MCCLURE, Stuart ,  WOLFF, Matthew ,  GOLOMB, Gary ,  SOEDER, Derek, A. ,  LEVITES, Seagen ,  O'DEA, Michael ,  ACEVEDO, Gabriel ,  CHISHOLM, Glenn

IPC: G06F9/50

CPC classification number: G06N99/005 ,  G06F9/5038 ,  G06F2209/5011 ,  G06N5/02

Abstract: A sample of data is placed within a directed graph that comprises a plurality of hierarchical nodes that form a queue of work items for a particular worker class that are used to process the sample of data. Subsequently, work items are scheduled within the queue for each of a plurality of workers by traversing the nodes of the directed graph. The work items are then served to the workers according to the queue. Results can later be received from the workers for the work items (the nodes of the directed graph are traversed based on the received results). In addition, in some variations, the results can be classified so that one or models can be generated. Related systems, methods, and computer program products are also described.

Abstract translation: 数据样本被放置在有向图中，该有向图包括形成用于处理数据样本的特定工人类的工作项队列的多个分层节点。 随后，通过遍历有向图的节点，在多个工作者中的每一个的队列内调度工作项。 然后将工作项目按照队列送达工作人员。 以后可以从工作人员收到工作项目的结果（有向图的节点根据收到的结果进行遍历）。 另外，在一些变型中，可以对结果进行分类，以便生成一个或多个模型。 还描述了相关系统，方法和计算机程序产品。

公开(公告)号：WO2018136788A1

公开(公告)日：2018-07-26

申请号：PCT/US2018/014507

申请日：2018-01-19

Applicant: CYLANCE INC.

Inventor： MAISEL, Matthew ,  PERMEH, Ryan ,  WOLFF, Matthew ,  ACEVEDO, Gabriel ,  DAVIS, Andrew ,  BROCK, John ,  STRONG, Homer ,  WOJNOWICZ, Michael ,  BEETS, Kevin

IPC: G06F21/56

Abstract: Contextual information associated with a file is provided to at least enable a classification of the file when a malware classifier is unable to classify the file. In response to the providing of the contextual information, the classification of the file is received. Based at least on the received classification of the file, the malware classifier is updated to enable the malware classifier to classify the file.