APPARATUS AND METHOD FOR DETECTING MALICIOUS SCRIPT

    公开(公告)号:US20210240827A1

    公开(公告)日:2021-08-05

    申请号:US17100541

    申请日:2020-11-20

    Abstract: Disclosed herein are an apparatus and method for detecting a malicious script. The apparatus includes one or more processors and executable memory for storing at least one program executed by the one or more processors. The at least one program is configured to extract token-type features, each of which corresponds to a lexical unit, and tree-node-type features of an abstract syntax tree from an input script, to train two learning models to respectively learn two pieces of learning data that are generated in consideration of features extracted respectively from the token-type features and the node-type features as having the highest frequency, and to detect whether the script is a malicious script based on the result of ensemble-based malicious script detection performed for the script, which is acquired using an ensemble detection model generated from the two learning models.

    APPARATUS FOR ANALYZING THE ATTACK FEATURE DNA AND METHOD THEREOF
    2.
    发明申请
    APPARATUS FOR ANALYZING THE ATTACK FEATURE DNA AND METHOD THEREOF 审中-公开
    用于分析攻击特征DNA的装置及其方法

    公开(公告)号:US20150222648A1

    公开(公告)日:2015-08-06

    申请号:US14596188

    申请日:2015-01-13

    CPC classification number: H04L63/1416 G06F21/552 G06F21/561 H04L2463/142

    Abstract: The present invention provides an attack feature DNA generator comprising: an information processing unit collecting event information from a network environment; a factor extracting unit extracting normal factors and attack feature factors from the event information; a DNA generating unit analyzing correlation of the attack feature factor to the normal factor and generating an attack feature DNA which shows the correlation analysis result in a DNA structure; and a storing unit in which the event information and the attack feature DNA are stored. The present invention allows intuitively recognizing an ongoing attack type by comparing collected cyber-attack feature factors with cyber-attack feature DNAs.

    Abstract translation: 本发明提供一种攻击特征DNA发生器,包括:信息处理单元,从网络环境收集事件信息; 因素提取单元从事件信息提取正常因子和攻击特征因子; 分析攻击特征因子与正常因子的相关性并生成显示DNA结构相关分析结果的攻击特征DNA的DNA生成单元; 以及其中存储有事件信息和攻击特征DNA的存储单元。 通过将收集的网络攻击特征因子与网络攻击特征DNA进行比较,本发明允许直观地识别正在进行的攻击类型。

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