用python结合jieba和wordcloud实现词云效果
(编辑：jimmy 日期: 2024/10/1 浏览：2)
0x00 前言
突然想做一个漏洞词云，看看哪些漏洞比较高频，如果某些厂商有漏洞公开(比如ly)，也好针对性挖掘。就选x云吧（镜像站 http://wy.hxsec.com/bugs.php ）。用jieba和wordcloud两个强大的第三方库，就可以轻松打造出x云漏洞词云。
github地址： https://github.com/theLSA/wooyun_wordcloud
本站下载地址：wooyun_wordcloud
0x01 爬取标题
直接上代码：
#coding:utf-8 #Author:LSA #Description:wordcloud for wooyun #Date:20170904 import urllib import urllib2 import re import threading import Queue q0 = Queue.Queue() threads = 20 threadList = [] def gettitle(): while not q0.empty(): i = q0.get() url = 'http://wy.hxsec.com/bugs.php"width:60%;height:25px;background-color:#FFFFFF;float:left" ><a href=".*" rel="external nofollow" >(.*"wooyunBugTitle.txt","a") for title in titleList: fwy.write(title+'\n') fwy.flush() fwy.close() print 'Page ' + str(i) + ' over!' def main(): for page in range(1,2962): q0.put(page) for thread in range(threads): t = threading.Thread(target=gettitle) t.start() threadList.append(t) for th in threadList: th.join() print '***********************All pages over!**********************' if __name__ == '__main__': main()
0x02 打造词云
还是直接上代码：
# coding: utf-8
import jieba
from wordcloud import WordCloud
import matplotlib.pyplot as plt
data = open("wooyunBugTitle.txt","r").read()
cutData = jieba.cut(data, cut_all=True)
word = " ".join(cutData)
cloud = WordCloud(
#设置字体，不指定可能会出现中文乱码
font_path="msyh.ttf",
#font_path=path.join(e,'xxx.ttc'),
#设置背景色
background_color='white',
#词云形状
#mask=color_mask,
#允许最大词汇
max_words=2000,
#最大号字体
max_font_size=40
)
wc = cloud.generate(word)
wc.to_file("wooyunwordcloud.jpg")
plt.imshow(wc)
plt.axis("off")
plt.show()
0x03 效果演示：
0x04 结语
由词云图可以看出，SQL注入依旧风光无限，其次是命令执行，继而是信息泄漏，整体看还是比较直观的。