Posted in Python onSeptember 05, 2017
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?page=' + str(i) html = urllib.urlopen(url).read() reg = re.compile(r'<li style="width:60%;height:25px;background-color:#FFFFFF;float:left" ><a href=".*?" rel="external nofollow" >(.*?)</a>') titleList = re.findall(reg,html) fwy = open("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。
用python结合jieba和wordcloud实现词云效果
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