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# System prepended metadata

title: 'Proposal:malware classification with life long learning and active learning'

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# Proposal:malware classification with life long learning and active learning
## Problem Specification
There are more and more variant malwares and zero days attack nowadays. However,it's impossible to analyze the whole malwares. 

In the recent years, the industry uses ML to classify them into families before analyzing them.

There are two problems:
1. ML model will be incompatible with the new malware becasue of new family or variants.
2. the engineer still dosen't know which malware should be analyze after classification

To solve these problem, I hope to construct a model with life long learning and active learning.

## Design Specification

