当前位置：首页 > news >正文

分析Apache Log4j2 远程代码执行漏洞_log4j2漏洞2，2024年最新网络安全性能优化最佳实践

news 2025/6/6 9:48:06

先自我介绍一下，小编浙江大学毕业，去过华为、字节跳动等大厂，目前阿里P7

深知大多数程序员，想要提升技能，往往是自己摸索成长，但自己不成体系的自学效果低效又漫长，而且极易碰到天花板技术停滞不前！

因此收集整理了一份《2024年最新网络安全全套学习资料》，初衷也很简单，就是希望能够帮助到想自学提升又不知道该从何学起的朋友。

既有适合小白学习的零基础资料，也有适合3年以上经验的小伙伴深入学习提升的进阶课程，涵盖了95%以上网络安全知识点，真正体系化！

由于文件比较多，这里只是将部分目录截图出来，全套包含大厂面经、学习笔记、源码讲义、实战项目、大纲路线、讲解视频，并且后续会持续更新

如果你需要这些资料，可以添加V获取：vip204888 （备注网络安全）

正文

漏洞描述

Log4j是Apache的一个开源项目，通过使用Log4j，可以控制日志信息输送的目的地是控制台、文件、GUI组件，甚至是套接口服务器、NT的事件记录器、UNIX Syslog守护进程等；也可以控制每一条日志的输出格式；通过定义每一条日志信息的级别，能够更加细致地控制日志的生成过程。这些可以通过一个配置文件来灵活地进行配置，而不需要修改应用的代码。Apache Log4j2是 Log4j的升级版本，据分析，该漏洞产生的原因在于Log4j在记录日志的过程中会对日志内容进行判断，如果内容中包含了${，则Log4j会认为此字符属于可替换的变量，并且Log4j支持JNDI远程加载的方式替换变量值。此漏洞的危害等级很大，只要是调用了Log4j的日志记录功能，并且有用户可控的输入，就可能导致JNDI注入。

漏洞原理

log4j2组件未正确处理用户输入，日志信息经过如下调用链后进入JndiLookup.lookup造成了典型的jndi注入问题：

logger.error()—>AbstractLogger.tryLogMessage.log()—>org.apache.logging.log4j.core.Loggger.log

---->DefaultReliabilityStrategy.log()—>LoggerConfig.log()—>appender.control.callAppender()

---->AppenderControl.tryCallAppender()—>AbstractOutputStreamAppender.append()—>PatternLayout.encode()

—>MessagePatternConverter.format()—>StrSubstitutor.replace()—>StrSubstitutor.subtute()—>resolveVariable()—>JndiManager.lookup()

解决方案

升级最新版Log4j组件。

TOP 受影响组件/应用

截至目前，微步已快速梳理出了400余款主流应用/组件的41000+个受此漏洞影响的版本，可用于快速批量发现受影响的资产。以下为公开的部分 Top 应用/组件，供企业依托此数据构建扫描器，统计可能受影响的资产。



Apache Struts2	全版本
ElasticSearch	5.x，6.x，7.x，8.0.0beta1，8.0.0alpha1和8.0.0alpha2
Logstash	5.0.0至最新
Apache Flink	1.11.0-rc1 到 1.14.0
Apache Druid	0.7.x以上
Hadoop Hive	2.x和3.x
Apache Log4j SLF4J Binding	‘2.14.1’, ‘2.14.0’, ‘2.13.3’, ‘2.13.2’, ‘2.13.1’, ‘2.13.0’, ‘2.12.1’, ‘2.12.0’, ‘2.11.2’, ‘2.11.1’, ‘2.11.0’, ‘2.10.0’, ‘2.9.1’, ‘2.9.0’, ‘2.8.2’, ‘2.8.1’, ‘2.8’, ‘2.7’, ‘2.6.2’, ‘2.6.1’, ‘2.6’, ‘2.5’, ‘2.4.1’, ‘2.4’, ‘2.3’, ‘2.2’, ‘2.1’, ‘2.0.2’, ‘2.0.1’, ‘2.0’, ‘2.0-rc2’, ‘2.0-rc1’, ‘2.0-beta9’, ‘2.0-beta8’, ‘2.0-beta7’, ‘2.0-beta6’, ‘2.0-beta5’
Spring Boot	‘2.6.1’, ‘2.6.0’, ‘2.5.7’, ‘2.5.6’, ‘2.5.5’, ‘2.5.4’, ‘2.5.3’, ‘2.5.2’, ‘2.5.1’, ‘2.5.0’, ‘2.4.13’, ‘2.4.12’, ‘2.4.11’, ‘2.4.10’, ‘2.4.9’, ‘2.4.8’, ‘2.4.7’, ‘2.4.6’, ‘2.4.5’, ‘2.4.4’, ‘2.4.3’, ‘2.4.2’, ‘2.4.1’, ‘2.4.0’, ‘2.3.12.RELEASE’, ‘2.3.11.RELEASE’, ‘2.3.10.RELEASE’, ‘2.3.9.RELEASE’, ‘2.3.8.RELEASE’, ‘2.3.7.RELEASE’, ‘2.3.6.RELEASE’, ‘2.3.5.RELEASE’, ‘2.3.4.RELEASE’, ‘2.3.3.RELEASE’, ‘2.3.2.RELEASE’, ‘2.3.1.RELEASE’, ‘2.3.0.RELEASE’, ‘2.2.13.RELEASE’, ‘2.2.12.RELEASE’, ‘2.2.11.RELEASE’, ‘2.2.10.RELEASE’, ‘2.2.9.RELEASE’, ‘2.2.8.RELEASE’, ‘2.2.7.RELEASE’, ‘2.2.6.RELEASE’, ‘2.2.5.RELEASE’, ‘2.2.4.RELEASE’, ‘2.2.3.RELEASE’, ‘2.2.2.RELEASE’, ‘2.2.1.RELEASE’, ‘2.2.0.RELEASE’, ‘2.1.18.RELEASE’, ‘2.1.17.RELEASE’, ‘2.1.16.RELEASE’, ‘2.1.15.RELEASE’, ‘2.1.14.RELEASE’, ‘2.1.13.RELEASE’, ‘2.1.12.RELEASE’, ‘2.1.11.RELEASE’, ‘2.1.10.RELEASE’, ‘2.1.9.RELEASE’, ‘2.1.8.RELEASE’, ‘2.1.7.RELEASE’, ‘2.1.6.RELEASE’, ‘2.1.5.RELEASE’, ‘2.1.4.RELEASE’, ‘2.1.3.RELEASE’, ‘2.1.2.RELEASE’, ‘2.1.1.RELEASE’, ‘2.1.0.RELEASE’, ‘2.0.9.RELEASE’, ‘2.0.8.RELEASE’, ‘2.0.7.RELEASE’, ‘2.0.6.RELEASE’, ‘2.0.5.RELEASE’, ‘2.0.4.RELEASE’, ‘2.0.3.RELEASE’, ‘2.0.2.RELEASE’, ‘2.0.1.RELEASE’, ‘2.0.0.RELEASE’, ‘1.5.22.RELEASE’, ‘1.5.21.RELEASE’, ‘1.5.20.RELEASE’, ‘1.5.19.RELEASE’, ‘1.5.18.RELEASE’, ‘1.5.17.RELEASE’, ‘1.5.16.RELEASE’, ‘1.5.15.RELEASE’, ‘1.5.14.RELEASE’, ‘1.5.13.RELEASE’, ‘1.5.12.RELEASE’, ‘1.5.11.RELEASE’, ‘1.5.10.RELEASE’, ‘1.5.9.RELEASE’, ‘1.5.8.RELEASE’, ‘1.5.7.RELEASE’, ‘1.5.6.RELEASE’, ‘1.5.5.RELEASE’, ‘1.5.4.RELEASE’, ‘1.5.3.RELEASE’, ‘1.5.2.RELEASE’, ‘1.5.1.RELEASE’, ‘1.5.0.RELEASE’, ‘1.4.7.RELEASE’, ‘1.4.6.RELEASE’, ‘1.4.5.RELEASE’, ‘1.4.4.RELEASE’, ‘1.4.3.RELEASE’, ‘1.4.2.RELEASE’, ‘1.4.1.RELEASE’, ‘1.4.0.RELEASE’, ‘1.3.8.RELEASE’, ‘1.3.7.RELEASE’, ‘1.3.6.RELEASE’, ‘1.3.5.RELEASE’, ‘1.3.4.RELEASE’, ‘1.3.3.RELEASE’, ‘1.3.2.RELEASE’, ‘1.3.1.RELEASE’, ‘1.3.0.RELEASE’, ‘1.2.8.RELEASE’, ‘1.2.7.RELEASE’, ‘1.2.6.RELEASE’, ‘1.2.5.RELEASE’, ‘1.2.4.RELEASE’, ‘1.2.3.RELEASE’, ‘1.2.2.RELEASE’, ‘1.2.1.RELEASE’, ‘1.2.0.RELEASE’, ‘1.1.12.RELEASE’, ‘1.1.11.RELEASE’, ‘1.1.10.RELEASE’, ‘1.1.9.RELEASE’, ‘1.1.8.RELEASE’, ‘1.1.7.RELEASE’, ‘1.1.6.RELEASE’, ‘1.1.5.RELEASE’, ‘1.1.4.RELEASE’, ‘1.1.3.RELEASE’, ‘1.1.2.RELEASE’, ‘1.1.1.RELEASE’, ‘1.1.0.RELEASE’, ‘1.0.2.RELEASE’, ‘1.0.1.RELEASE’, ‘1.0.0.RELEASE’
Camel :: Core	‘3.13.0’, ‘3.12.0’, ‘3.11.4’, ‘3.11.3’, ‘3.11.2’, ‘3.11.1’, ‘3.11.0’, ‘3.10.0’, ‘3.9.0’, ‘3.8.0’, ‘3.7.6’, ‘3.7.5’, ‘3.7.4’, ‘3.7.3’, ‘3.7.2’, ‘3.7.1’, ‘3.7.0’, ‘3.6.0’, ‘3.5.0’, ‘3.4.6’, ‘3.4.5’, ‘3.4.4’, ‘3.4.3’, ‘3.4.2’, ‘3.4.1’, ‘3.4.0’, ‘3.3.0’, ‘3.2.0’, ‘3.1.0’, ‘3.0.1’, ‘3.0.0’, ‘2.25.4’, ‘2.25.3’, ‘2.25.2’, ‘2.25.1’, ‘2.25.0’, ‘2.24.3’, ‘2.24.2’, ‘2.24.1’, ‘2.24.0’, ‘2.23.4’, ‘2.23.3’, ‘2.23.2’, ‘2.23.1’, ‘2.23.0’, ‘2.22.5’, ‘2.22.4’, ‘2.22.3’, ‘2.22.2’, ‘2.22.1’, ‘2.22.0’, ‘2.21.5’, ‘2.21.4’, ‘2.21.3’, ‘2.21.2’, ‘2.21.1’, ‘2.21.0’, ‘2.20.4’, ‘2.20.3’, ‘2.20.2’, ‘2.20.1’, ‘2.20.0’, ‘2.19.5’, ‘2.19.4’, ‘2.19.3’, ‘2.19.2’, ‘2.19.1’, ‘2.19.0’, ‘2.18.5’, ‘2.18.4’, ‘2.18.3’, ‘2.18.2’, ‘2.18.1’, ‘2.18.0’, ‘2.17.7’, ‘2.17.6’, ‘2.17.5’, ‘2.17.4’, ‘2.17.3’, ‘2.17.2’, ‘2.17.1’, ‘2.17.0’, ‘2.16.5’, ‘2.16.4’, ‘2.16.3’, ‘2.16.2’, ‘2.16.1’, ‘2.16.0’, ‘2.15.6’, ‘2.15.5’, ‘2.15.4’, ‘2.15.3’, ‘2.15.2’, ‘2.15.1’, ‘2.15.0’, ‘2.14.4’, ‘2.14.3’, ‘2.14.2’, ‘2.14.1’, ‘2.14.0’, ‘2.13.4’, ‘2.13.3’, ‘2.13.2’, ‘2.13.1’, ‘2.13.0’, ‘2.12.5’, ‘2.12.4’, ‘2.12.3’, ‘2.12.2’, ‘2.12.1’, ‘2.12.0’, ‘2.11.4’, ‘2.11.3’, ‘2.11.2’, ‘2.11.1’, ‘2.11.0’, ‘2.10.7’, ‘2.10.6’, ‘2.10.5’, ‘2.10.4’, ‘2.10.3’, ‘2.10.2’, ‘2.10.1’, ‘2.10.0’, ‘2.9.8’, ‘2.9.7’, ‘2.9.6’, ‘2.9.5’, ‘2.9.4’, ‘2.9.3’, ‘2.9.2’, ‘2.9.1’, ‘2.9.0’, ‘2.8.6’, ‘2.8.5’, ‘2.8.4’, ‘2.8.3’, ‘2.8.2’, ‘2.8.1’, ‘2.8.0’, ‘2.7.5’, ‘2.7.4’, ‘2.7.3’, ‘2.7.2’, ‘2.7.1’, ‘2.7.0’, ‘2.6.0’, ‘2.5.0’, ‘2.4.0’, ‘2.3.0’, ‘2.2.0’, ‘2.1.0’, ‘2.0.0’, ‘1.6.4’, ‘1.6.3’, ‘1.6.2’, ‘1.6.1’, ‘1.6.0’, ‘1.5.0’, ‘1.4.0’, ‘1.3.0’, ‘1.2.0’, ‘1.1.0’, ‘1.0.0’, ‘3.0.0-M4’, ‘3.0.0-M3’, ‘3.0.0-M2’, ‘3.0.0-M1’, ‘2.0-M3’, ‘2.0-M2’, ‘2.0-M1’, ‘3.0.0-RC3’, ‘3.0.0-RC2’, ‘3.0.0-RC1’, ‘2.9.0-RC1’
JUnit Vintage Engine	‘5.8.2’, ‘5.8.1’, ‘5.8.0’, ‘5.7.2’, ‘5.7.1’, ‘5.7.0’, ‘5.6.3’, ‘5.6.2’, ‘5.6.1’, ‘5.6.0’, ‘5.5.2’, ‘5.5.1’, ‘5.5.0’, ‘5.4.2’, ‘5.4.1’, ‘5.4.0’, ‘5.3.2’, ‘5.3.1’, ‘5.3.0’, ‘5.2.0’, ‘5.1.1’, ‘5.1.0’, ‘4.12.3’, ‘4.12.2’, ‘4.12.1’, ‘4.12.0’, ‘5.8.0-M1’, ‘5.7.0-M1’, ‘5.6.0-M1’, ‘5.5.0-M1’, ‘5.4.0-M1’, ‘5.3.0-M1’, ‘5.2.0-M1’, ‘5.1.0-M2’, ‘5.1.0-M1’, ‘4.12.0-M6’, ‘4.12.0-M5’, ‘4.12.0-M4’, ‘4.12.0-M3’, ‘4.12.0-M2’, ‘4.12.0-M1’, ‘5.8.0-RC1’, ‘5.7.0-RC1’, ‘5.6.0-RC1’, ‘5.5.0-RC2’, ‘5.5.0-RC1’, ‘5.4.0-RC2’, ‘5.4.0-RC1’, ‘5.3.0-RC1’, ‘5.2.0-RC1’, ‘5.1.0-RC1’, ‘4.12.0-RC3’, ‘4.12.0-RC2’, ‘4.12.0-RC1’
JBoss Logging 3	‘3.4.2.Final’, ‘3.4.1.Final’, ‘3.4.0.Final’, ‘3.3.3.Final’, ‘3.3.2.Final’, ‘3.3.1.Final’, ‘3.3.0.Final’, ‘3.2.1.Final’, ‘3.2.0.Final’, ‘3.1.0.CR2’, ‘3.1.0.CR1’, ‘3.0.0.CR1’, ‘3.3.0.Beta1’, ‘3.2.0.Beta1’, ‘3.1.0.Beta3’, ‘3.1.0.Beta2’, ‘3.1.0.Beta1’, ‘3.0.0.Beta5’, ‘3.0.0.Beta4’, ‘3.0.0.Beta3’, ‘3.0.0.Beta2’, ‘3.0.0.Beta1’
HikariCP	‘5.0.0’, ‘4.0.3’, ‘4.0.2’, ‘4.0.1’, ‘4.0.0’, ‘3.4.5’, ‘3.4.4’, ‘3.4.3’, ‘3.4.2’, ‘3.4.1’, ‘3.4.0’, ‘3.3.1’, ‘3.3.0’, ‘3.2.0’, ‘3.1.0’, ‘3.0.0’, ‘2.7.9’, ‘2.7.8’, ‘2.7.7’, ‘2.7.6’, ‘2.7.5’, ‘2.7.4’, ‘2.7.3’, ‘2.7.2’, ‘2.7.1’, ‘2.7.0’, ‘2.6.3’, ‘2.6.2’, ‘2.6.1’, ‘2.6.0’, ‘2.5.1’, ‘2.5.0’, ‘2.4.7’, ‘2.4.6’, ‘2.4.5’, ‘2.4.4’, ‘2.4.3’, ‘2.4.2’, ‘2.4.1’, ‘2.4.0’, ‘2.3.13’, ‘2.3.12’, ‘2.3.11’, ‘2.3.10’, ‘2.3.9’, ‘2.3.8’, ‘2.3.7’, ‘2.3.6’, ‘2.3.5’, ‘2.3.4’, ‘2.3.3’, ‘2.3.2’, ‘2.3.1’, ‘2.3.0’, ‘2.2.5’, ‘2.2.4’, ‘2.2.3’, ‘2.2.2’, ‘2.2.1’, ‘2.2.0’, ‘2.1.0’, ‘2.0.1’, ‘2.0.0’, ‘1.4.0’, ‘1.3.9’, ‘1.3.8’, ‘1.3.7’, ‘1.3.6’, ‘1.3.5’, ‘1.3.4’, ‘1.3.3’, ‘1.3.2’, ‘1.3.1’, ‘1.3.0’, ‘1.2.9’, ‘1.2.8’, ‘1.2.7’, ‘1.2.6’, ‘1.2.5’, ‘1.2.4’, ‘1.2.3’, ‘1.2.2’, ‘1.2.1’, ‘1.1.9’, ‘1.1.8’, ‘1.1.7’, ‘1.1.6’, ‘1.1.5’, ‘1.1.4’, ‘1.1.3’
Logging	‘1.1.0’, ‘1.0.0’, ‘0.6.0’, ‘0.5.0’, ‘0.4.1’, ‘0.4.0’, ‘0.3.1’, ‘0.3.0’, ‘0.2.6’, ‘0.2.4’, ‘0.2.3’, ‘0.2.2’, ‘0.2.0’, ‘0.1.2’, ‘0.1.1’, ‘0.1.0’, ‘0.5.0-alpha.1’, ‘0.5.0-alpha’
Jedis	‘3.7.0’, ‘3.6.3’, ‘3.6.2’, ‘3.6.1’, ‘3.6.0’, ‘3.5.2’, ‘3.5.1’, ‘3.5.0’, ‘3.4.1’, ‘3.4.0’, ‘3.3.0’, ‘3.2.0’, ‘3.1.0’, ‘3.0.1’, ‘3.0.0’, ‘2.10.2’, ‘2.10.1’, ‘2.10.0’, ‘2.9.3’, ‘2.9.2’, ‘2.9.1’, ‘2.9.0’, ‘2.8.2’, ‘2.8.1’, ‘2.8.0’, ‘2.7.3’, ‘2.7.2’, ‘2.7.1’, ‘2.7.0’, ‘2.6.3’, ‘2.6.2’, ‘2.6.1’, ‘2.6.0’, ‘2.5.2’, ‘2.5.1’, ‘2.5.0’, ‘2.4.2’, ‘2.4.1’, ‘2.4.0’, ‘2.3.1’, ‘2.3.0’, ‘2.2.1’, ‘2.2.0’, ‘2.1.0’, ‘2.0.0’, ‘1.5.2’, ‘1.5.1’, ‘1.5.0’, ‘1.4.0’, ‘1.3.1’, ‘1.3.0’, ‘jedis-3.6.2’, ‘3.1.0-m4’, ‘3.1.0-m3’, ‘3.1.0-m2’, ‘3.1.0-m1’, ‘3.0.0-m1’, ‘2.10.0-m1’, ‘3.7.0-RC1’, ‘3.6.0-RC1’, ‘3.1.0-rc2’, ‘3.1.0-rc’, ‘3.0.1-rc1’, ‘3.0.0-rc1’, ‘2.10.0-rc1’, ‘1.5.0-RC2’, ‘1.5.0-RC1’, ‘4.0.0-beta4’, ‘4.0.0-beta3’, ‘4.0.0-beta2’, ‘4.0.0-beta1’
WSO2 Carbon Kernel Core	‘5.2.13’, ‘5.2.8’, ‘5.2.7’, ‘5.2.6’, ‘5.2.5’, ‘5.2.4’, ‘5.2.3’, ‘5.2.2’, ‘5.2.1’, ‘4.6.2’, ‘4.6.1’, ‘4.6.0’, ‘4.5.1’, ‘4.4.37’, ‘4.4.36’, ‘4.4.35’, ‘4.4.34’, ‘4.4.33’, ‘4.4.32’, ‘4.4.31’, ‘4.4.30’, ‘4.4.29’, ‘4.4.28’, ‘4.4.27’, ‘4.4.26’, ‘4.4.25’, ‘4.4.24’, ‘4.4.23’, ‘4.4.22’, ‘4.4.21’, ‘4.4.20’, ‘4.4.19’, ‘4.7.0-m6’, ‘4.7.0-m5’, ‘4.7.0-m4’, ‘4.7.0-m3’, ‘4.7.0-m2’, ‘4.7.0-m1’, ‘4.6.3-m5’, ‘4.6.3-m4’, ‘4.6.3-m3’, ‘4.6.3-m2’, ‘4.6.3-m1’, ‘4.6.2-m9’, ‘4.6.2-m8’, ‘4.6.2-m7’, ‘4.6.2-m6’, ‘4.6.2-m5’, ‘4.6.2-m4’, ‘4.6.2-m3’, ‘4.6.2-m2’, ‘4.6.2-m1’, ‘4.6.1-m8’, ‘4.6.1-m7’, ‘4.6.1-m6’, ‘4.6.1-m5’, ‘4.6.1-m4’, ‘4.6.1-m3’, ‘4.6.1-m2’, ‘4.6.1-m1’, ‘4.6.1-beta2’, ‘4.6.1-beta’, ‘4.6.0-beta2’, ‘4.6.1-alpha3’, ‘4.6.1-alpha2’, ‘4.6.1-alpha’, ‘4.6.0-alpha2’, ‘4.6.0-alpha’

IOC披露

IP信誉类情报：表示相关ip曾试图利用此次Log4j2漏洞进行攻击，建议根据自身安全防护等级和策略进行封禁，不建议全部长时间封禁。



139.59.175.24
47.114.37.227
213.164.204.146
185.10.68.168
195.123.247.209
20.71.156.146
206.189.20.141
209.141.34.232
23.129.64.132
23.129.64.137
23.129.64.135
35.76.31.198
45.153.160.133
51.15.43.205
51.77.52.216
64.113.32.29
138.197.193.220
138.197.72.76
165.232.84.228
178.62.32.211
68.183.33.144
116.89.189.30
115.151.228.18
112.74.185.158
101.71.38.231
101.71.37.47
67.207.93.79
45.64.75.134
39.102.236.51
221.226.159.22
212.102.50.89
194.110.84.93
194.110.84.39
182.99.247.122
37.19.212.88
23.129.64.138
37.187.122.82
45.153.160.139
209.97.133.112
217.138.208.92
219.100.36.177
23.128.248.13
23.129.64.136
23.129.64.143
31.171.154.132
35.232.163.113
52.140.215.233
54.146.233.218
78.31.71.247
92.38.178.27
128.14.102.187
45.83.66.86
45.83.66.36
45.83.67.183
111.205.62.212
16.162.192.45
185.135.81.158
45.83.66.228
217.68.181.100
58.247.209.203
5.254.101.169
45.83.67.0
128.199.24.9
106.92.114.249
101.35.199.152
45.83.67.64
49.36.231.105
113.17.41.134
121.31.247.58
206.189.29.232
52.175.18.172
167.99.188.167
45.83.65.82
64.188.16.142
114.246.35.153
114.254.20.186
203.175.13.14
95.141.35.15
45.83.67.234
15.165.232.131
45.83.67.75
45.83.65.40
155.94.151.218
143.110.229.254
47.102.205.237
185.243.41.202
13.231.10.223
172.105.194.253
101.91.94.183
111.206.179.155
111.206.179.154
172.255.242.100
172.255.242.105
172.255.242.115
172.255.242.121
172.255.242.123
172.255.242.124
172.255.242.66
172.255.242.67
172.255.242.77
74.120.175.173
45.63.94.142[
195.19.192.26
45.155.205.233
45.137.21.9
134.122.34.28
167.99.172.58
185.232.23.46
20.205.104.227
209.127.17.242
209.141.45.189
23.129.64.131
23.129.64.146
94.230.208.147
139.59.182.104
165.227.37.189
68.183.36.244
112.74.34.48
86.109.208.194
58.100.164.147
61.178.32.114
49.7.224.217
41.203.140.114
218.89.222.71
212.102.50.103
209.141.58.146
199.249.230.119
23.108.92.140
45.33.120.240
137.184.111.180
91.245.81.65
185.220.103.116
209.141.46.203
209.141.59.180
212.102.40.36
219.159.77.109
35.193.211.95
37.19.213.148
46.58.195.62
68.183.44.164
80.67.172.162
139.59.4.192
45.83.66.100
51.15.244.188
111.127.128.136
13.213.127.204
103.112.31.26
199.249.230.84
194.87.236.154
107.189.11.228
172.106.16.74
45.83.64.235
172.105.59.246
167.71.67.189
45.83.67.22
185.193.125.249
157.245.111.173
45.83.67.77
107.189.14.27
118.112.74.218
83.97.20.151
205.185.125.45
23.154.177.6
77.199.38.33
45.83.67.134
157.245.102.218
49.118.75.38
167.172.69.175
23.105.194.3
45.83.65.76
115.60.103.185
45.83.65.94
45.83.67.38
45.83.67.203
110.40.158.125
111.222.1.161
117.139.166.157
113.23.25.97
116.239.33.15
172.255.242.101
172.255.242.112
172.255.242.117
172.255.242.118
172.255.242.119
172.255.242.122
172.255.242.68
172.255.242.73
172.255.242.79
172.255.242.78
172.255.242.83
172.255.242.85
172.255.242.86
172.255.242.90
172.255.242.92
172.255.242.91
172.255.242.96
172.255.242.99
62.182.80.168
109.237.96.124
107.189.31.195
109.70.100.25
139.59.97.205
185.220.101.128
198.98.60.19
199.195.250.77
204.8.156.142
209.127.17.234
211.154.194.21
23.129.64.145
23.129.64.149
37.123.163.58
45.153.160.131
45.153.160.140
51.15.76.60
62.102.148.69
66.220.242.222
68.183.44.143
82.221.131.71
85.93.218.204
89.249.63.3
167.99.221.249
167.99.88.151
67.205.170.85
68.183.207.73
68.183.35.171
68.183.41.150
121.36.213.142
52.231.93.116
218.29.217.234
217.112.83.246
180.149.231.197
36.155.14.163
23.129.64.144
23.129.64.142
185.213.155.168
81.30.157.43
78.31.71.248
199.195.252.18
207.246.101.221
217.138.200.150
217.138.208.94
217.79.189.13
23.82.194.166
36.4.92.53
37.19.213.149
45.140.168.37
46.194.138.182
5.254.101.167
51.105.55.17
91.207.173.123
91.221.57.179
45.83.67.190
180.140.163.156
218.28.128.14
45.83.67.33
112.103.102.184
45.83.65.93
167.99.164.183
45.76.176.24
45.83.65.61
188.166.26.105
185.4.132.135
222.128.62.127
221.222.155.240
164.90.159.39
45.83.66.65
137.184.98.160
222.211.205.179
213.173.34.93
45.83.64.129
223.89.64.12
172.105.57.210
103.13.220.57
192.144.236.164
137.184.109.130
103.145.22.103
183.160.4.88
49.93.83.226
66.112.213.87
45.76.191.147
125.33.172.90
172.105.97.149
45.83.67.180
45.83.64.45
194.195.112.76
192.42.116.16
167.99.219.41
119.160.234.68
1.209.47.241
182.118.237.234
120.228.88.232
171.218.53.30
103.37.3.122
110.185.172.206
172.255.242.102
172.255.242.107
172.255.242.113
172.255.242.114
62.76.41.46
212.193.57.225
104.244.72.129
122.161.50.23
138.68.167.19
143.198.32.72
167.99.164.201
185.220.101.137
188.166.122.43
205.185.117.149
221.199.187.100
23.129.64.133
23.129.64.141
45.12.134.108
46.105.95.220
45.154.255.147
46.166.139.111
5.157.38.50
60.31.180.149
61.19.25.207
81.17.18.59
91.207.174.157
89.238.178.213
86.106.103.29
49.234.81.169
42.192.69.45
221.228.87.37
211.218.126.140
172.241.167.37
37.19.213.150
31.6.19.41
23.129.64.130
197.246.171.111
1.209.249.188
147.182.213.12
36.227.164.189
198.98.62.150
199.195.248.29
20.73.161.16
209.141.54.195
217.146.83.136
23.82.194.113
23.82.194.114
37.187.96.183
37.19.213.10
37.19.212.103
37.19.213.200
58.241.61.242
68.183.2.123
80.57.9.110
89.163.249.192
91.250.242.12
103.149.248.27
45.83.65.148
37.120.189.247
185.220.102.247
118.112.74.135
157.122.61.12
211.138.191.69
91.243.81.71
112.10.117.77
185.113.128.30
114.24.19.243
185.220.101.130
47.102.199.233
38.143.9.76
45.83.66.183
116.206.103.246
172.105.194.173
18.177.59.255
121.229.219.55
23.234.200.135
103.130.166.234
45.83.64.108
45.83.65.141
45.83.66.29
42.159.91.12
45.83.66.134
122.161.48.150
185.14.47.20
116.246.0.93
84.53.225.118
101.206.168.120
54.199.27.97
216.24.191.27
180.102.206.209
203.218.252.81
103.149.162.116
45.83.64.223
198.98.59.65
101.89.239.166
119.167.231.51
123.56.241.236
120.244.198.234
172.255.242.104
172.255.242.109
172.255.242.110
172.255.242.126
89.163.144.156
119.91.216.192
104.244.76.44
185.220.102.8
199.249.230.110
209.141.41.103
23.129.64.140
45.129.56.200
45.153.160.2
62.102.148.68
68.183.198.247
46.101.223.115
68.183.192.239
68.183.198.36
124.224.87.11
115.151.228.146
68.183.37.10
61.175.202.154
23.129.64.134
120.24.23.84
34.247.50.189
159.65.43.94
199.249.230.163
209.58.146.134
37.120.204.142
37.19.213.168
37.19.213.198
37.19.213.170
37.19.213.199
37.221.66.128
45.133.194.118
49.233.62.251
49.74.65.69
113.68.61.30
54.144.8.103
54.254.58.27
147.182.188.183
45.83.67.58
182.99.246.138
223.104.67.7
174.138.9.117
5.254.43.59
167.71.14.192
117.89.128.117
45.83.64.153
8.209.212.37
134.209.153.239
45.83.64.43
122.225.220.134
45.83.64.148
116.206.231.53
103.47.48.65
178.62.222.131
113.207.68.47
167.99.216.68
110.191.179.149
45.83.66.130
45.61.184.239
165.22.222.120
103.194.184.98
45.83.66.175
152.70.110.78
101.89.19.197
117.139.38.130
121.24.8.114
45.83.67.48
120.239.67.147
117.36.0.131
211.148.73.182
185.220.101.13
45.83.65.151
182.118.237.42
101.93.86.68
18.204.199.0
94.230.208.148
45.83.64.164
123.122.133.12
122.119.22.37
122.119.22.38
172.255.242.103
172.255.242.108
172.255.242.106
172.255.242.111
172.255.242.81
172.255.242.80
172.255.242.97
172.255.78.132
172.255.78.133
172.255.78.137
172.255.78.138
172.255.78.141
172.255.78.147
172.255.78.150
172.255.78.157
172.255.78.158
172.255.78.159
172.255.78.160
172.255.78.162
172.255.78.170
172.255.78.180
172.255.242.75
172.255.242.84
172.255.242.89
172.255.242.94
172.255.242.98
172.255.78.134
172.255.78.140
172.255.78.144
172.255.78.146
172.255.78.151
172.255.78.155
172.255.78.166
172.255.78.164
172.255.78.168
172.255.78.171
172.255.78.172
172.255.78.174
172.255.78.188
172.255.78.189
172.255.79.198
172.255.79.202
172.255.79.200
172.255.79.208
172.255.79.219
172.255.79.221
172.255.79.227
172.255.79.231
172.255.79.245
172.255.79.251
172.255.79.254
173.208.92.13
173.208.92.27
173.208.92.32
173.208.92.36
173.208.92.39
173.208.92.40
173.208.92.45
173.208.92.46
173.208.92.5
173.208.92.49
173.208.92.54
173.208.92.62
173.208.92.7
202.99.51.154
210.3.53.109
23.19.74.95
218.28.128.10
39.148.24.162
45.83.64.140
45.83.64.144
45.83.64.175
45.83.64.190
45.83.64.53
45.83.64.49
45.83.64.55
45.83.64.83
45.83.64.94
45.83.64.97
45.83.65.25
45.83.65.56
45.83.65.97
45.83.66.102
45.83.66.132
45.83.66.192
45.83.66.214
45.83.66.60
45.83.66.78
45.83.66.80
45.83.67.129
45.83.67.127
45.83.67.133
45.83.67.145
45.83.67.236
45.83.67.249
45.83.67.43
45.83.67.8
45.83.67.94
96.45.166.101
185.100.87.202
18.27.197.252
104.244.72.115
104.244.72.136
104.244.73.85
104.244.75.225
107.189.10.137
107.189.11.153
107.189.28.100
107.189.28.241
107.189.29.41
107.189.3.244
116.24.67.213
135.148.43.32
128.31.0.13
143.198.45.117
147.182.154.100
151.115.60.113
162.142.125.194
162.142.125.196
162.142.125.43
162.247.74.202
162.247.74.7
164.90.199.216
167.248.133.116
167.248.133.44
167.94.138.60
178.17.170.23
178.176.202.121
178.176.203.190
178.20.55.16
181.214.39.2
185.100.87.139
185.107.47.171
185.220.100.247
185.220.100.252
185.220.101.133
185.220.101.139
185.220.101.140
185.220.101.141
185.220.101.145
185.220.101.144
185.220.101.159
185.220.101.158
185.220.101.161
185.220.101.160
185.220.101.162
185.220.101.167
185.220.101.174
185.220.101.172
185.220.101.177
185.220.101.183
185.220.101.184
185.220.101.38
185.220.101.40
185.220.101.41
185.220.101.43
185.220.101.48
185.220.101.58
185.220.101.57
185.220.101.61
185.220.101.60
185.220.102.245
185.220.101.9
185.220.102.250
185.220.103.4
185.220.103.5
185.38.175.132
193.110.95.34
192.160.102.169
194.163.133.36
193.239.232.101
194.135.33.152
198.144.121.43
198.98.51.189
199.217.117.92
205.185.115.217
23.129.64.139
23.154.177.4
37.120.232.51
45.153.160.130
45.153.160.135
46.182.21.248
47.254.127.78
5.182.210.216
5.2.72.73
81.17.18.60
89.35.30.236
91.203.5.146
94.142.241.194
134.209.82.14
139.59.108.31
142.93.157.150
143.198.183.66
147.182.187.229
147.182.179.141
157.245.129.50
159.223.61.102
159.89.94.219
178.128.232.114
188.166.102.47
64.227.67.110
167.71.4.81
159.48.55.216
131.100.148.7
120.195.30.152
115.151.228.83
191.101.132.152
182.99.247.181
182.99.234.208
172.83.40.103
118.27.36.56
1.179.247.182
159.65.146.60
185.51.76.187
104.244.74.121
111.59.85.209
112.27.199.180
124.224.87.29
122.117.91.144
134.122.33.6
137.184.137.242
14.177.141.126
147.182.195.250
157.245.105.213
164.90.196.7
172.83.40.124
185.170.114.25
185.236.200.116
188.241.156.207
192.40.57.54
193.122.108.228
198.54.128.94
67.205.191.102
193.3.19.159
207.180.202.75
89.163.143.8
178.128.229.113
165.227.209.202
195.176.3.23
80.71.158.12
188.241.156.221
139.28.219.110
40.64.92.153
62.181.147.15
85.10.195.175
89.187.162.98
95.216.226.236
156.146.35.73
138.199.21.9
115.151.229.27
115.151.228.95
115.151.228.64
109.70.150.139
103.4.30.79
101.71.38.179
89.38.69.136
89.38.69.99
82.102.25.253
82.102.31.170
84.17.39.201
185.202.220.75
182.253.160.196
182.99.247.75
178.239.173.228
159.89.180.119
147.182.199.94
109.70.100.28
101.35.154.34
172.255.78.178
172.255.78.182
172.255.78.183
172.255.79.199
172.255.79.205
172.255.79.207
172.255.79.210
172.255.79.223
172.255.79.235
172.255.79.240
172.255.79.247
172.255.79.249
172.255.79.253
173.208.92.16
173.208.92.17
173.208.92.26
173.208.92.28
173.208.92.31
173.208.92.43
173.208.92.44
173.208.92.47
173.208.92.53
173.208.92.56
173.208.92.59
173.208.92.60
183.220.31.71
183.216.210.247
23.226.49.42
39.100.155.32
42.81.61.12
45.83.64.107
45.83.64.11
45.83.64.116
45.83.64.134
45.83.64.142
45.83.64.152
45.83.64.230
45.83.64.224
45.83.64.68
45.83.64.86
45.83.65.130
45.83.65.138
45.83.65.206
45.83.65.64
45.83.65.91
45.83.66.10
45.83.66.135
45.83.66.139
45.83.66.186
45.83.66.193
45.83.66.172
45.83.66.20
45.83.66.219
45.83.66.221
45.83.66.5
45.83.66.49
45.83.67.107
45.83.67.12
45.83.67.171
45.83.67.172
45.83.67.220
45.83.67.224
45.83.67.233
45.83.67.70
45.83.67.83
45.83.67.96
58.187.172.182
62.210.130.250
185.220.100.242
104.244.74.57
104.244.76.173
104.244.77.235
104.244.78.213
107.189.14.76
109.70.100.22
137.184.106.119
140.246.171.141
143.110.221.204
147.182.150.124
147.182.219.9
157.230.32.67
159.223.9.17
159.65.194.103
159.65.155.208
162.142.125.193
162.142.125.60
163.172.157.143
167.248.133.42
167.248.133.60
167.94.138.43
167.94.138.58
167.94.145.60
178.17.170.135
185.100.87.41
185.129.61.4
185.220.100.243
185.220.100.246
185.220.100.254
185.220.101.1
185.220.101.132
185.220.101.138
185.220.101.142
185.220.101.143
185.220.101.152
185.220.101.156
185.220.101.166
185.220.101.171
185.220.101.170
185.220.101.181
185.220.101.2
185.220.101.3
185.220.101.34
185.220.101.49
185.220.101.52
185.220.101.50
185.220.101.56
185.220.101.59
185.220.102.241
185.220.102.243
185.220.102.6
185.220.103.119
188.166.225.104
192.99.152.200
193.189.100.202
193.218.118.183
193.31.24.154
195.176.3.19
199.195.253.162
205.185.126.167
212.192.246.95
213.202.216.189
213.95.149.22
216.218.134.12
23.154.177.2
23.184.48.209
45.61.185.54
46.4.51.212
5.199.143.202
54.173.99.121
68.79.17.59
81.17.18.62
88.80.20.86
89.163.154.91
128.199.222.221
134.209.24.42
138.197.106.234
138.197.9.239
138.68.155.222
159.89.48.173
164.92.254.33
165.22.201.45
167.99.221.217
178.62.23.146
51.195.45.190
160.238.38.196
159.89.85.91
154.65.28.250
146.56.148.181
143.244.184.81
139.59.224.7
139.59.99.80
139.59.96.42
114.112.161.155
182.99.246.183
167.99.164.160
103.90.239.209
137.184.105.192
137.184.138.79
138.199.21.199
144.217.86.109
157.245.107.6
157.245.108.40
157.245.96.165
159.65.60.100
167.172.69.97
167.172.71.96
167.99.172.111
178.159.3.167
180.136.188.219
185.255.79.72
192.150.9.201
195.201.175.217
142.93.148.12
159.223.81.193
34.124.226.216
161.97.138.227
107.189.6.166
107.189.5.206
5.22.208.77
52.232.211.163
172.111.48.30
146.70.75.54
146.70.75.21
138.199.21.10
123.60.215.208
122.155.174.180
115.151.229.39
103.232.137.187
89.187.161.35
49.234.43.244
45.248.77.142
217.146.83.229
209.58.146.160
193.32.210.125
185.216.74.114
185.7.33.36
185.199.100.233
182.99.246.172
23.82.194.167
212.193.30.142
159.65.175.123
62.171.142.3
172.255.242.70
172.255.242.71
172.255.242.74
172.255.242.76
172.255.242.82
172.255.242.87
172.255.242.88
172.255.78.135
172.255.78.148
172.255.78.154
172.255.78.169
172.255.78.176
172.255.78.179
172.255.79.195
172.255.79.196
172.255.79.197
172.255.79.201
172.255.79.216
172.255.79.217
172.255.79.225
172.255.79.233
172.255.79.239
172.255.79.238
172.255.79.241
172.255.79.243
172.255.79.246
172.255.79.250
173.208.92.14
173.208.92.21
173.208.92.2
173.208.92.19
173.208.92.3
173.208.92.37
173.208.92.48
173.208.92.52
173.208.92.58
173.208.92.9
173.208.92.8
203.27.106.141
223.72.73.238
212.115.53.28
36.112.138.181
42.81.61.13
45.83.64.135
45.83.64.154
45.83.64.168
45.83.64.178
45.83.64.180
45.83.64.201
45.83.64.63
45.83.64.78
45.83.65.10
45.83.65.121
45.83.65.111
45.83.65.13
45.83.65.157
45.83.65.188
45.83.65.192
45.83.65.207
45.83.65.249
45.83.65.242
45.83.65.254
45.83.65.49
45.83.65.95
45.83.66.105
45.83.66.158
45.83.66.224
45.83.66.51
45.83.67.100
45.83.67.112
45.83.67.153
45.83.67.146
45.83.67.156
45.83.67.191
45.83.67.205
45.83.67.196
45.83.67.245
45.83.67.3
45.83.67.30
45.83.67.4
45.83.67.45
45.83.67.44
92.242.40.21
171.25.193.20
178.17.171.102
171.25.193.25
1.14.17.89
103.103.0.141
103.103.0.142
104.244.72.7
104.244.73.93
104.244.75.74
104.244.76.13
107.189.1.178
107.189.31.241
109.70.100.34
121.4.56.143
137.184.28.58
142.93.151.166
147.182.167.165
147.182.215.36
152.89.239.12
154.94.7.88
159.65.3.102
161.35.119.60
159.65.58.66
162.142.125.42
162.142.125.195
162.142.125.58
162.247.74.201
162.247.74.206
162.247.74.27
167.248.133.114
167.248.133.115
167.248.133.41
166.70.207.2
167.248.133.59
167.71.13.196
167.94.138.114
167.94.138.115
167.94.138.44
167.99.172.213
175.6.210.66
178.62.79.49
185.107.47.215
185.129.61.1
185.107.70.56
185.130.44.108
185.220.100.240
185.220.100.244
185.220.100.249
185.220.100.250
185.220.100.255
185.220.100.253
185.220.101.129
185.220.101.14
185.220.101.147
185.220.101.155
185.220.101.168
185.220.101.180
185.220.101.19
185.220.101.191
185.220.101.32
185.220.101.33
185.220.101.36
185.220.101.42
185.220.101.46
185.220.101.54
185.220.102.253
185.220.102.254
185.220.102.4
185.38.175.130
185.56.80.65
191.232.38.25
192.42.116.19
193.189.100.195
193.189.100.203
193.218.118.231
194.48.199.78
195.251.41.139
195.206.105.217
199.249.230.158
205.185.115.45
209.141.45.227
212.47.237.67
23.183.83.71
23.154.177.7
3.94.114.30
31.42.186.101
45.137.184.31
45.153.160.134
45.153.160.138
46.173.218.146
5.2.70.140
72.223.168.73
81.17.18.61
87.118.110.27
138.68.250.214
139.59.101.242
147.182.216.21
159.89.122.19
165.232.80.22
165.227.32.109
167.99.172.99
174.138.6.128
188.166.105.150
188.166.86.206
167.99.44.32
159.65.59.77
147.182.242.241
147.182.242.144
110.42.200.96
104.248.144.120
103.107.198.109
101.204.24.28
188.166.170.135
182.99.247.253
182.99.247.67
178.62.61.47
195.54.160.149
109.70.100.19
109.201.133.100
112.215.172.64
114.32.82.82
156.146.57.41
164.90.199.212
183.134.110.75
185.129.61.5
185.202.220.27

学习路线：

这个方向初期比较容易入门一些，掌握一些基本技术，拿起各种现成的工具就可以开黑了。不过，要想从脚本小子变成黑客大神，这个方向越往后，需要学习和掌握的东西就会越来越多以下是网络渗透需要学习的内容：
在这里插入图片描述

网上学习资料一大堆，但如果学到的知识不成体系，遇到问题时只是浅尝辄止，不再深入研究，那么很难做到真正的技术提升。

需要这份系统化的资料的朋友，可以添加V获取：vip204888 （备注网络安全）

一个人可以走的很快，但一群人才能走的更远！不论你是正从事IT行业的老鸟或是对IT行业感兴趣的新人，都欢迎加入我们的的圈子（技术交流、学习资源、职场吐槽、大厂内推、面试辅导），让我们一起学习成长！

|
| 31.42.186.101 |
| 45.137.184.31 |
| 45.153.160.134 |
| 45.153.160.138 |
| 46.173.218.146 |
| 5.2.70.140 |
| 72.223.168.73 |
| 81.17.18.61 |
| 87.118.110.27 |
| 138.68.250.214 |
| 139.59.101.242 |
| 147.182.216.21 |
| 159.89.122.19 |
| 165.232.80.22 |
| 165.227.32.109 |
| 167.99.172.99 |
| 174.138.6.128 |
| 188.166.105.150 |
| 188.166.86.206 |
| 167.99.44.32 |
| 159.65.59.77 |
| 147.182.242.241 |
| 147.182.242.144 |
| 110.42.200.96 |
| 104.248.144.120 |
| 103.107.198.109 |
| 101.204.24.28 |
| 188.166.170.135 |
| 182.99.247.253 |
| 182.99.247.67 |
| 178.62.61.47 |
| 195.54.160.149 |
| 109.70.100.19 |
| 109.201.133.100 |
| 112.215.172.64 |
| 114.32.82.82 |
| 156.146.57.41 |
| 164.90.199.212 |
| 183.134.110.75 |
| 185.129.61.5 |
| 185.202.220.27 |