A system for detecting attacks in real time based on artificial intelligence and mapreduce
An artificial intelligence and real-time detection technology, applied in the fields of artificial intelligence, big data and information security applications, can solve problems such as incompetent tasks for enterprise security operation and maintenance services
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[0029] Below is further detailed description of the present invention according to accompanying drawing and example:
[0030] The system provided by this patent starts with standardizing unstructured log files. By retrieving unstructured log data, log storage and log processing can be further performed. Extracting data from logs is already a rather difficult technical task because it has to deal with log data in various heterogeneous formats. In order to realize a proper extraction of log data, this patent selects the Python programming language because of its flexibility, its efficiency, and relatively easy handling of analysis tasks. In Python programs, use pyparsing, a useful class library that enables the construction of parsers directly in Python code.
[0031] In the work of this patent, the result of the log preprocessing stage is a JSON (JavaScript ObjectNotation) file, which contains variables corresponding to log fields, such as figure 1 shown. JSON is a lightwei...
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Abstract
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