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https://github.com/EBWi11/AgentSmith-HIDS

By Kprobe technology Open Source Host-based Intrusion Detection System(HIDS), from E_Bwill.
https://github.com/EBWi11/AgentSmith-HIDS

anti-rootkit connect-hook create-file-hook detect-porcess-injection dns-query-hook execve-hook hids intrusion-detection kprobes load-lkm-hook security

Last synced: 11 days ago
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By Kprobe technology Open Source Host-based Intrusion Detection System(HIDS), from E_Bwill.

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README 

        
# AgentSmith-HIDS



                            --项目名称灵感来源于电影《黑客帝国》



[![License](https://img.shields.io/badge/License-GPL%20v2-blue.svg)](https://github.com/DianrongSecurity/AgentSmith-HIDS/blob/master/LICENSE) [![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)



[English](README.md) | 简体中文



# THIS REPO IS OLD 

# RELEASE VERSION: https://github.com/bytedance/Elkeid



### 关于AgentSmith-HIDS



AgentSmith-HIDS严格意义上并不是一个“Host-based Intrusion Detection System”，因为目前开源的部分来讲它缺乏了规则引擎和相关检测的能力，但是它可以作为一个高性能“主机信息收集工具”来构建属于你自己的HIDS。

由于AgentSmit-HIDS的特点(**从内核态获取尽可能全的数据**)，对比用户态的HIDS拥有巨大的优势：



* **性能更优**，通过内核态驱动来获取信息，无需诸如遍历/proc这样的行为进行数据补全；传输方案使用共享内存，而不是netlink，相对来说也有更好的性能表现。

* **难以绕过**，由于我们的信息获取是来自于内核态驱动，因此面对很多刻意隐藏自己的行为如rootkit难以绕过我们的监控。

* **为联动而生**，我们不仅可以作为安全工具，也可以作为监控，或者梳理内部资产。我们通过内核模块对进程/用户/文件/网络连接进行梳理，如果有CMDB的信息，那么联动后你将会得到一张从网络到主机/容器/业务信息的调用/依赖关系图；如果你们还有DB Audit Tool，那么联动后你可以得到DB User/库表字段/应用/网络/主机容器的关系；等等，还可以和NIDS/威胁情报联动，达到溯源的目的。

* **用户态+内核态**，AgentSmith-HIDS同时拥有内核态和用户态的模块，可以形成互补。



### AgentSmith-HIDS实现了以下的主要功能：



* 内核模块通过kprobeHook了**execve,connect,process inject, create file,DNS query,load LKM**的行为，并且通过对Linux namespace兼容的方式实现了对容器行为的信息收集

* 用户态支持自定义检测模块，目前已内置：**系统用户列表查询**，**系统端口监听列表查询**，**系统RPM LIST查询**，**系统定时任务查询**

* **部分Rootkit检测能力**，From: [Tyton](https://github.com/nbulischeck/tyton) ，目前已经移植了**PROC_FILE_HOOK**，**SYSCALL_HOOK**，**LKM_HIDDEN**，**INTERRUPTS_HOOK**，目前仅支持Kernel > 3.10。

* cred 变化检测 （sudo/su/sshd除外）

* 用户登陆监控



### AgentSmith-HIDS的使用场景/方式(待补充)



* [如何利用AgentSmith-HIDS检测反弹shell](doc/How-to-use-AgentSmith-HIDS-to-detect-reverse-shell/如何利用AgentSmith-HIDS检测反弹shell.md)



### 关于内核版本兼容性



* Kernel > 2.6.25

* AntiRootKit > 3.10



### 对容器的兼容



| 行为源 | Nodename       |

| ------ | -------------- |

| Host   | hostname       |

| Docker | container name |

| k8s    | pod name       |



### AgentSmith-HIDS的组成部分



* **内核驱动模块（LKM）**，通过kprobe hook关键函数，进行数据捕获；

* **用户态Agent**，收取驱动捕获的指令并进行处理，然后将数据发送到Kafka；并向Server发送心跳确认存活，以及接受Server下发的指令进行执行；

* **Agent Server端**，向Agent下发指令，以及来查看当前Agent状态数量等信息；（可选组件）



### Execve Hook



通过Hook **sys_execve()/sys_execveat()/compat_sys_execve()/compat_sys_execveat()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"59",

    "run_path":"/tmp",

    "exe":"/opt/ltp/testcases/bin/growfiles",

    "argv":"growfiles -W gf26 -D 0 -b -i 0 -L 60 -u -B 1000b -e 1 -r 128-32768:128 -R 512-64000 -T 4 -f gfsmallio-35861 -d /tmp/ltp-Ujxl8kKsKY ",

    "pid":"35861",

    "ppid":"35711",

    "pgid":"35861",

    "tgid":"35861",

    "comm":"growfiles",

    "nodename":"test",

    "stdin":"/dev/pts/1",

    "stdout":"/dev/pts/1",

    "sessionid":"3",

    "sip":"192.168.165.1",

    "sport":"61726",

    "dip":"192.168.165.128",

    "dport":"22",

    "sa_family":"1",

    "pid_tree":"1(systemd)->1384(sshd)->2175(sshd)->2177(bash)->2193(fish)->35552(runltp)->35711(ltp-pan)->35861(growfiles)",

    "tty_name":"pts1",

    "socket_process_pid":"2175",

    "socket_process_exe":"/usr/sbin/sshd",

    "SSH_CONNECTION":"192.168.165.1 61726 192.168.165.128 22",

    "LD_PRELOAD":"/root/ldpreload/test.so",

    "user":"root",

    "time":"1579575429143",

    "local_ip":"192.168.165.128",

    "hostname":"test",

    "exe_md5":"01272152d4901fd3c2efacab5c0e38e5",

    "socket_process_exe_md5":"686cd72b4339da33bfb6fe8fb94a301f"

}

```



### Bind Hook



通过Hook **sys_bind()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"49",

    "sa_family":"2",

    "exe":"/usr/bin/python2.7",

    "pid":"109640",

    "ppid":"215496",

    "pgid":"109640",

    "tgid":"109640",

    "comm":"python",

    "nodename":"n225-117-018",

    "sip":"0.0.0.0",

    "sport":"8000",

    "res":"0",

    "sessionid":"30",

    "user":"root",

    "time":"1587540231936",

    "local_ip_str":"10.225.117.18",

    "hostname_str":"n225-117-018",

    "exe_md5":"4f458165a2129ba549f1b6605ee87e74"

}

```



### Connect Hook



通过Hook **tcp_v4_connect()/tcp_v6_connect()/ip4_datagram_connect()/ip6_datagram_connect()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"42",

    "sa_family":"2",

    "connect_type":"4",

    "dport":"1025",

    "dip":"180.101.49.11",

    "exe":"/usr/bin/ping",

    "pid":"6294",

    "ppid":"1941",

    "pgid":"6294",

    "tgid":"6294",

    "comm":"ping",

    "nodename":"test",

    "sip":"192.168.165.153",

    "sport":"45524",

    "res":"0",

    "sessionid":"1",

    "user":"root",

    "time":"1575721921240",

    "local_ip":"192.168.165.153",

    "hostname":"test",

    "exe_md5":"735ae70b4ceb8707acc40bc5a3d06e04"

}

```



### DNS Query Hook



通过Hook **udp_recvmsg()/udpv6_recvmsg()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"601",

    "sa_family":"2",

    "dport":"53",

    "dip":"192.168.165.2",

    "exe":"/usr/bin/ping",

    "pid":"6294",

    "ppid":"1941",

    "pgid":"6294",

    "tgid":"6294",

    "comm":"ping",

    "nodename":"test",

    "sip":"192.168.165.153",

    "sport":"53178",

    "qr":"1",

    "opcode":"0",

    "rcode":"0",

    "query":"www.baidu.com",

    "sessionid":"1",

    "user":"root",

    "time":"1575721921240",

    "local_ip":"192.168.165.153",

    "hostname":"test",

    "exe_md5":"39c45487a85e26ce5755a893f7e88293"

}

```



### Create File Hook



通过Hook **security_inode_create()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"602",

    "exe":"/usr/lib/jvm/java-1.8.0-openjdk-1.8.0.232.b09-0.el7_7.x86_64/jre/bin/java",

    "file_path":"/tmp/kafka-logs/replication-offset-checkpoint.tmp",

    "pid":"3341",

    "ppid":"1",

    "pgid":"2657",

    "tgid":"2659",

    "comm":"kafka-scheduler",

    "nodename":"test",

    "sessionid":"3",

    "user":"root",

    "time":"1575721984257",

    "local_ip":"192.168.165.153",

    "hostname":"test",

    "exe_md5":"215be70a38c3a2e14e09d637c85d5311",

    "create_file_md5":"d41d8cd98f00b204e9800998ecf8427e"

}

```



### Process Inject Hook



通过Hook **sys_ptrace()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"101",

    "ptrace_request":"4",

    "target_pid":"7402",

    "addr":"00007ffe13011ee6",

    "data":"-a",

    "exe":"/root/ptrace/ptrace",

    "pid":"7401",

    "ppid":"1941",

    "pgid":"7401",

    "tgid":"7401",

    "comm":"ptrace",

    "nodename":"test",

    "sessionid":"1",

    "user":"root",

    "time":"1575722717065",

    "local_ip":"192.168.165.153",

    "hostname":"test",

    "exe_md5":"863293f9fcf1af7afe5797a4b6b7aa0a"

}

```



### Load LKM File Hook



通过Hook **load_module()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"603",

    "exe":"/usr/bin/kmod",

    "lkm_file":"/root/ptrace/ptrace",

    "pid":"29461",

    "ppid":"9766",

    "pgid":"29461",

    "tgid":"29461",

    "comm":"insmod",

    "nodename":"test",

    "sessionid":"13",

    "user":"root",

    "time":"1577212873791",

    "local_ip":"192.168.165.152",

    "hostname":"test",

    "exe_md5":"0010433ab9105d666b044779f36d6d1e",

    "load_file_md5":"863293f9fcf1af7afe5797a4b6b7aa0a"

}

```



### Cred Change Hook



通过Hook **commit_creds()** 实现，数据样例：



```json

{

    "uid":"0",

    "data_type":"604",

    "exe":"/tmp/tt",

    "pid":"27737",

    "ppid":"26865",

    "pgid":"27737",

    "tgid":"27737",

    "comm":"tt",

    "old_uid":"1000",

    "nodename":"test",

    "sessionid":"42",

    "user":"root",

    "time":"1578396197131",

    "local_ip":"192.168.165.152",

    "hostname":"test",

    "exe_md5":"d99a695d2dc4b5099383f30964689c55"

}

```



### User Login Alert

```json

{

    "data_type":"1001",

    "status":"Failed",

    "type":"password",

    "user_exsit":"false",

    "user":"sad",

    "from_ip":"192.168.165.1",

    "port":"63089",

    "processor":"ssh2",

    "time":"1578405483119",

    "local_ip":"192.168.165.128",

    "hostname":"localhost.localdomain"

}

```



### PROC File Hook Alert

```json

{

    "uid":"-1",

    "data_type":"700",

    "module_name":"autoipv6",

    "hidden":"0",

    "time":"1578384987766",

    "local_ip":"192.168.165.152",

    "hostname":"test"

}

```



### Syscall Hook Alert

```json

{

    "uid":"-1",

    "data_type":"701",

    "module_name":"diamorphine",

    "hidden":"1",

    "syscall_number":"78",

    "time":"1578384927606",

    "local_ip":"192.168.165.152",

    "hostname":"test"

}

```



### LKM Hidden Alert

```json

{

    "uid":"-1",

    "data_type":"702",

    "module_name":"diamorphine",

    "hidden":"1",

    "time":"1578384927606",

    "local_ip":"192.168.165.152",

    "hostname":"test"

}

```



### Interrupts Hook Alert

```json

{

    "uid":"-1",

    "data_type":"703",

    "module_name":"syshook",

    "hidden":"1",

    "interrupt_number":"2",

    "time":"1578384927606",

    "local_ip":"192.168.165.152",

    "hostname":"test"

}

```



### 关于性能



测试环境(VM)：



| CPU       |  Intel(R) Xeon(R) Platinum 8260 CPU @ 2.40GHz    4核 |

| --------- | ------------------------------------------------ |

| RAM       | 8GB                                              |

| OS/Kernel | Debian9  /  4.14.81.bm.19-amd64          |



测试负载：



`ltp -f syscalls`



测试结果(1min)：



| Hook Handler           | Average Delay(us) |  TP99(us) |   TP95(us) |   TP90(us) |

| ---------------------- | ----------------- | ----|----|----|

|   connect_entry_handler| 0.2914          |6.7627|0.355|0.3012|

|   connect_handler      |   2.1406        |18.3801|12.102|7.832|

|   execve_entry_handler |   5.9320        |13.7034|9.908|8.334|

|   execve_handler       |   6.8826        |26.0584|15.9976|12.6260|

|   security_inode_create_entry_handler|   1.9963|9.3042|6.7730|4.6816|

|   security_inode_create_handler|   4.2114|13.2165|8.83775|6.534|



原始测试数据：



[Benchmark Data](https://github.com/EBWi11/AgentSmith-HIDS/tree/master/benchmark_data)



使用cyclictest进行测试



`cyclictest -p 90 - m -c 0 -i 200 -n -h 100 -q -l 1000000`



Uninstall Smith：

```

# Total: 000999485

# Min Latencies: 00002

# Avg Latencies: 00007

# Max Latencies: 13905

# Histogram Overflows: 00515

```



install Smith：

```

# Total: 000999519

# Min Latencies: 00002

# Avg Latencies: 00007

# Max Latencies: 15216

# Histogram Overflows: 00481

```



**time -v /opt/ltp/testcases/bin/execve05 -n 30000**



10 times



Install Smith：



| Average User Time(s) |  Average System Time(s) |

| ---------------------- | ----------------- |

|22.329|14.885|



Uninstall Smith：



| Average User Time(s) |  Average System Time(s) |

| ---------------------- | ----------------- |

|22.271|14.395|



### 部署及测试文档



[Quick Start](https://github.com/EBWi11/AgentSmith-HIDS/blob/master/doc/AgentSmith-HIDS-Quick-Start-zh_CN.md)



### 致谢(排名不分先后)



[yuzunzhi](https://github.com/yuzunzhi)



[hapood](https://github.com/hapood)



[HF-Daniel](https://github.com/HF-Daniel)



[smcdef](https://github.com/smcdef)



### 作者微信



**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**



**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**



**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**






**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**



**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**



**使用过程中遇到任何问题请提ISSUE，其他讨论可加微信**



### 灾难控制局微信公众号



会时不时有一些AgentSmith-HIDS的更新介绍和能力详解，有兴趣的可以关注：






## License



AgentSmith-HIDS kernel module are distributed under the GNU GPLv2 license.