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646results about How to "Improve analytical performance" patented technology

Threat intelligence oriented security knowledge graph construction method and system

The invention relates to a threat intelligence oriented security knowledge graph construction method and system. The method comprises the following steps: 1) acquiring structured data and unstructureddata of threat intelligence; 2) performing knowledge extraction on the collected structured data and unstructured data to obtain a threat information entity and a relationship between entities; 3) constructing a graph-based ontology mode, in which nodes represent threat information entities and edges represent relationships among the threat information entities; and 4) storing the threat information entity extracted in the step 2) and the relationship between the entities into a graph database according to the graph-based ontology mode constructed in the step 3) to form a knowledge graph of the threat information. The graph database is further used to provide a query service and a visual display function. According to the method, the knowledge graph technology is applied to the field of threat intelligence, the security knowledge graph oriented to the threat intelligence is constructed, dispersed intelligence is fused, and meanwhile the analysis capability of the threat information isimproved.
Owner:INST OF INFORMATION ENG CAS

Intelligent multilevel junk email filtering method

The invention discloses an intelligent multilevel junk email filtering method. By the method, a conventional information gain algorithm is improved by utilizing the distribution information of characteristic items and dependence on data in a system training process is reduced, thereby improving the email content analysis capability of a system; a misjudgment rate for normal emails is reduced and the problem of email content semantic information loss is solved; and a weighted-support-vector-machine-based classification method is put forward for the problem of normal email misjudgment in a junk email filtering process, and in the method, two classes of email class weights and weights reflecting the importance of each email are added, and training is performed by utilizing a support vector machine classifier to obtain a junk email filter. In the method, an intelligent multilevel junk email filtering platform is constructed by integrating a plurality of filtering technologies such as Internet protocol (IP) address and domain name system (DNS) blacklists, subject and attachment keyword filtering, email body content filtering, attachment text content filtering and the like.
Owner:SHANDONG NORMAL UNIV

Character recognition method based on human body contour outline

The invention relates to a character recognition method based on human body contour outline, which particularly relates to a method for extracting human body contour outline information from single fixed video camera, and distinguishing people according to the characteristic information. The method includes the steps: (1) extracting human body contour outline foreground image in video of target character; (2) extracting height, width, gait period and other information from the human body contour outline image and zooming human body contour outline image; (3) synthesizing gait energy diagram; (4) evaluating gradient histogram of gait energy diagram; (5) carrying out principal component analysis and nearest neighbor matching. The invention has the advantages of easy realization, strong robustness, high accuracy, strong real time property or the like, and can reduce noise influence and show human body contour outline information simultaneously, so the method can be widely used in non-contact type long distance personal identification, intelligent monitoring, auxiliary criminal case solving, etc.
Owner:SHANGHAI JIAO TONG UNIV
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