Vidya Sagar @sagabegins
Mohamed Anis @AnisBoudj
A volitility plugin named findsocket.py was implemented to find the details of network connections on the machine being monitored. The connection information is collected from the __sk_common struct which is referenced inside sk struct that can be obtained by following the instructions in the project task document. Since __sk_common cannot be directly obtained by calling it normally any other member of an object, __getattr__ function was used to get the object from the sk struct.
There were some issues when trying to obtaining the file descriptors of some of the tasks. This issue was relsolved by using a utility function provided by volatility which obtains all the file discriptors of used by the process.
More information about the plugin and dependency is listed under code files section.
We implemented a plugin watcher.py which yields processes and loaded kernel modules in real time. It requires the findsocket.py from Section one, lsmod and pslist plugins.
- At time 0 : The code creates 3 sets of : the network connections, running processes and kernel modules.
- At t seconds after first capture : We get the running process and we check if they exist in the previous processes set, (same for kernel modules and network sockets) We also used some helper functions to process the data and store it in lists.
- At every iteration the memory layer and primary layer are reloaded.
When the attack is initiated by touch /attack/192.168.13.245, the attack vm does the following:
- Connects to the target vm's wordpress website. (As seen in Fig. 1)
- Probably logs in to the site as a root user, since the user name and password is generic it doesn't take long. (As seen in Fig. 1 unix connection of sql)
- Then it resumes the connection to the target vm's wordpress site, after which it make the target vm connect to the attack vm's port 4444, which is usually used by metasploit. But could also be some other malware. (As seen in Fig 2.)
- After establishing connection to port 4444. The malware triggers the target to connect to offical wordpress website's port 443, to probably download some plugin(Could be WPterm, but no additional plugins were found after the attack). (As seen in Fig.3 and Fig.4)
- The attack vm has gained access to the executing shell commands and started a sh command to run python3 with sudo, which in turn connects to the attack vm at port 6667. (As seen in Fig.5 and Fig.6)
Since the file __rtbot.py wasn't found in the target vm. It was either loaded from a kernal module inbetween log ticks or was downloaded from the official wordpress website. It is highly unlikely wordpress would host any malicious files or scripts so it must be the former.
- Processes: The open processes in the in-guest mode obtained via ps -aux, match the expected open processes obtained by going through the analysis logs.
- Modules: Neither the analysis tool nor the in-guest mode picked up a change in the modules loaded.
- Connctions: The python3 process seems to be hiding that it has open a connection which can be seen in the analysis logs.
The connection to port 6667 might have been unlinked from the python3 program at the end of the of the attack. The difference between the outputs obtained from the required command run in-guest are shown at the bottom.
We could get information about syscalls that dynamically load kernel modules at runtime using the following :
-
The SyscallBasic class, which has a function
GetNr()to return the number of the system call that has been triggered in the pvm. -
LinuxVm class, which contains the following functions:
GetCurrentProcess(): information about the process that made the syscall.GetParameters(i): returns the argument i of the system call, by using their content we could get the parameters of both syscalls 175 and 313 -
We had to create a c program namely sim_syscall175.c calling system call 175 in order to catch it in our code because modprobe and insmode were not generating it.
-
Then we were able to display those details in the json document using the function document.AddMember(). Writing the image data in a binary file has been achieved after defining some buffer ... we get the address of the image using
getParameter(0)(first argument in syscall 313). looping through the image depending on the length of that data, in exactly (file_length/BUFFER_LENGTH) iterations from that address and finally write the remainder length (file_length%BUFFER_LENGTH).
As of now this hasn't been implemented but it may be ready by presentation.
Preventing the system call from happening was made through modifying its parameters and nullify the registers.
We used LibVMI to set VCPU register RSI (2nd argument) to 0 : vmi_set_vcpureg(vmi, addr, RSI, 0).
Using the boolean variable prevent we could control the behaviour of our code, when it is set, the system call is blocked and cannot happen, else it's executed.
This can be placed in any of the plugins folder of volatility. It requires linux.pslist.Pslist and linux.LinuxUtilities to function. The linux.pslist.Pslist plugin provides a classmethod that lists all the tasks in the memory of the monitored system and the linux.LinuxUtilities contains a function that obtains information on file descriptors of all the listed tasks. It has two class methods netstat and netstatstr.
netstat yields the 'pid', 'ppid', 'comm', 'protocol', 'laddr', 'faddr' and 'state'. If the protocol is unix it yields the 'full_path' instead of 'faddr'.
netstatstr yields a formatted string with the above columns depending on the protocol sorted by protocol and port number of the 'laddr'.
This like the linux.findsocket.FindSocket plugin can be placed in any of the plugins folder of volatility. It depends on linux.lsof.Lsof, linux.findsocket.Findsocket, linux.pslist.Pslist and its dependencies.
It has the following functions
reload_memoryget_kernget_procget_removedget_addedwriter
reload_memory clears the primary layer cache and reinitiates the memory layer.
get_kern gets the name and offset of currently active kernals using the classmethod lsmod.Lsmod.list_modules, and adds a formatted string with the above parameters to a set and returns it.
get_proc gets the pid, ppid and comm of currently active processes using the classmethod pslist.PsList.list_tasks, and adds a formatted string with the above parameters to a set and returns it.
get_conn gets the data of currently active connections using the classmethod pslist.PsList.list_tasks, and adds a formatted string with the above parameters to a set and returns it.
get_removed takes arguments prev and curr of the data obtained from one of the above commands and returns a set of removed entries.
get_added takes arguments prev and curr of the data obtained from one of the above commands and returns a set of added entries.
vmidet is a shell script which is placed in the ids folder to meet project requirements. It requires volatility3 folder to be placed in /root and the linux.watched.Monitor plugin and its dependencies.
Usage: vmidet <one-xxx> <time-interval>
where, xxx is the id of the target machine and time-interval is the time between successive logs.
The script unmounts /mnt if it exists and mounts the mem of the machine < one-xxx > to it.
modwatch is a shell script which is placed in the modwatch folder to meet the project requirements. It requires the libvmitrace library to be placed in /root folder. It also needs the modified version of csec.cpp, SyscallLogger.cpp and their dependencies to function properly.
Usage: modwatch <one-xxx> [-p|--prevent|-prevent]
where, is the id of the target machine and the optional options enable preventing init_module and finit_module syscalls when it doesn't meet the requirements.
The script unmounts /mnt and mounts the memory of the machine one-xxx at /mnt. Then builds the project with make. If the make fails, csec executable is not run.
The default csec.cpp was modified to register only syscalls 175 and 313.
Usage: csec <one-xxx> [1]
where xxx is the id of the target system and the optional parameter prevents the syscalls when set.
The default SyscallLogger.cpp was modified to register perform required actions when syscalls 175 and 313. An addition parameter 'prevent' was added to the constructor to enable preventing syscalls when needed.
It takes a command line argument which it uses as a image when calling the init_module function. It was used to test the functionality of csec.
It takes one argument with the data, builds the sim_syscall_175.c and passes the argument when running its binary.
Usage: logs.sh [prefix]
where the prefix is appended to log files of commands ps, netstat and lsmod.
It runs a simple server, it was used to test if the linux.findsocket.FindSocket plugin was working as intended.
It runs a simple server, it was used to test if the linux.findsocket.FindSocket plugin was working as intended.
Prints the diff between the log files of the ps, netsta and lsmod commands prefixed with bf and af.
########################################## START PS DIFF ##########################################
*** bf_ps.txt Fri Jul 2 16:34:45 2021
--- af_ps.txt Fri Jul 2 16:43:32 2021
***************
*** 42,74 ****
root 171 0.0 0.0 0 0 ? I< Jul01 0:00 [kworker/u3:0]
root 173 0.0 0.0 0 0 ? S Jul01 0:00 [jbd2/xvda1-8]
root 174 0.0 0.0 0 0 ? I< Jul01 0:00 [ext4-rsv-conver]
! root 206 0.0 2.3 39084 8268 ? Ss Jul01 0:01 /lib/systemd/systemd-journald
! root 218 0.0 1.3 21932 4852 ? Ss Jul01 0:00 /lib/systemd/systemd-udevd
root 240 0.0 1.3 8084 4688 ? Ss Jul01 0:02 /usr/sbin/haveged --Foreground --verbose=1 -w 1024
root 262 0.0 0.0 0 0 ? I< Jul01 0:00 [ttm_swap]
root 263 0.0 0.0 0 0 ? I< Jul01 0:00 [nfit]
! root 301 0.0 1.1 225960 3848 ? Ssl Jul01 0:00 /usr/sbin/rsyslogd -n -iNONE
! root 302 0.0 2.0 19428 7104 ? Ss Jul01 0:00 /lib/systemd/systemd-logind
message+ 303 0.0 0.9 8612 3488 ? Ss Jul01 0:00 /usr/bin/dbus-daemon --system --address=systemd: --nofork --nopidfile --systemd-activation --syslog-only
! unscd 304 0.0 0.4 2516 1560 ? Ss Jul01 0:00 /usr/sbin/nscd -d
root 305 0.0 0.7 7180 2600 ? Ss Jul01 0:00 /usr/sbin/cron -f
! root 736 0.0 0.2 4088 756 hvc0 Ss+ Jul01 0:00 /sbin/agetty -o -p -- \u --keep-baud 115200,38400,9600 hvc0 vt220
root 740 0.0 0.2 2564 748 tty1 Ss+ Jul01 0:00 /sbin/agetty -o -p -- \u --noclear tty1 linux
! ntp 743 0.0 0.9 76468 3156 ? Ssl Jul01 0:06 /usr/sbin/ntpd -p /var/run/ntpd.pid -g -u 106:112
! root 750 0.0 1.9 15768 6912 ? Ss Jul01 0:00 /usr/sbin/sshd -D
! mysql 802 0.0 23.4 1254576 82068 ? Ssl Jul01 0:50 /usr/sbin/mysqld
! root 804 0.0 9.2 234760 32196 ? Ss Jul01 0:04 /usr/sbin/apache2 -k start
! www-data 2095 0.0 2.6 234784 9104 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! www-data 2096 0.0 2.6 234784 9104 ? S 00:00 0:00 /usr/sbin/apache2 -k start
www-data 2097 0.0 3.0 234848 10612 ? S 00:00 0:00 /usr/sbin/apache2 -k start
www-data 2098 0.0 2.6 234800 9104 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! www-data 2099 0.0 2.6 234784 9104 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! root 4002 0.0 0.0 0 0 ? I 16:09 0:00 [kworker/0:0-cgroup_destroy]
! root 4031 0.0 0.0 0 0 ? I 16:28 0:00 [kworker/0:1-events_power_efficient]
! root 4033 0.0 2.2 16612 7980 ? Ss 16:28 0:00 sshd: root@pts/0
root 4036 0.0 2.3 21028 8272 ? Ss 16:28 0:00 /lib/systemd/systemd --user
root 4037 0.0 0.6 104868 2420 ? S 16:28 0:00 (sd-pam)
! root 4050 0.0 1.1 4708 4048 pts/0 Ss 16:28 0:00 -bash
www-data 4066 0.0 2.6 234784 9104 ? S 16:33 0:00 /usr/sbin/apache2 -k start
! root 4074 0.0 0.7 3652 2724 pts/0 S+ 16:34 0:00 /bin/bash ./logs.sh bf
! root 4075 0.0 0.3 7556 1264 pts/0 R+ 16:34 0:00 ps -aux
--- 42,79 ----
root 171 0.0 0.0 0 0 ? I< Jul01 0:00 [kworker/u3:0]
root 173 0.0 0.0 0 0 ? S Jul01 0:00 [jbd2/xvda1-8]
root 174 0.0 0.0 0 0 ? I< Jul01 0:00 [ext4-rsv-conver]
! root 206 0.0 2.3 39084 8216 ? Ss Jul01 0:01 /lib/systemd/systemd-journald
! root 218 0.0 1.3 21932 4824 ? Ss Jul01 0:00 /lib/systemd/systemd-udevd
root 240 0.0 1.3 8084 4688 ? Ss Jul01 0:02 /usr/sbin/haveged --Foreground --verbose=1 -w 1024
root 262 0.0 0.0 0 0 ? I< Jul01 0:00 [ttm_swap]
root 263 0.0 0.0 0 0 ? I< Jul01 0:00 [nfit]
! root 301 0.0 1.0 225960 3748 ? Ssl Jul01 0:00 /usr/sbin/rsyslogd -n -iNONE
! root 302 0.0 2.0 19428 7088 ? Ss Jul01 0:00 /lib/systemd/systemd-logind
message+ 303 0.0 0.9 8612 3488 ? Ss Jul01 0:00 /usr/bin/dbus-daemon --system --address=systemd: --nofork --nopidfile --systemd-activation --syslog-only
! unscd 304 0.0 0.4 2516 1476 ? Ss Jul01 0:00 /usr/sbin/nscd -d
root 305 0.0 0.7 7180 2600 ? Ss Jul01 0:00 /usr/sbin/cron -f
! root 736 0.0 0.2 4088 752 hvc0 Ss+ Jul01 0:00 /sbin/agetty -o -p -- \u --keep-baud 115200,38400,9600 hvc0 vt220
root 740 0.0 0.2 2564 748 tty1 Ss+ Jul01 0:00 /sbin/agetty -o -p -- \u --noclear tty1 linux
! ntp 743 0.0 0.8 76468 3056 ? Ssl Jul01 0:06 /usr/sbin/ntpd -p /var/run/ntpd.pid -g -u 106:112
! root 750 0.0 1.9 15768 6832 ? Ss Jul01 0:00 /usr/sbin/sshd -D
! mysql 802 0.0 23.5 1254876 82488 ? Ssl Jul01 0:51 /usr/sbin/mysqld
! root 804 0.0 9.1 234760 31968 ? Ss Jul01 0:04 /usr/sbin/apache2 -k start
! www-data 2095 0.0 5.4 234832 18944 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! www-data 2096 0.0 9.2 237112 32276 ? S 00:00 0:00 /usr/sbin/apache2 -k start
www-data 2097 0.0 3.0 234848 10612 ? S 00:00 0:00 /usr/sbin/apache2 -k start
www-data 2098 0.0 2.6 234800 9104 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! www-data 2099 0.0 9.4 309660 33052 ? S 00:00 0:00 /usr/sbin/apache2 -k start
! root 4002 0.0 0.0 0 0 ? I 16:09 0:00 [kworker/0:0-events_power_efficient]
! root 4031 0.0 0.0 0 0 ? I 16:28 0:00 [kworker/0:1-events]
! root 4033 0.0 2.2 16612 7832 ? Ss 16:28 0:00 sshd: root@pts/0
root 4036 0.0 2.3 21028 8272 ? Ss 16:28 0:00 /lib/systemd/systemd --user
root 4037 0.0 0.6 104868 2420 ? S 16:28 0:00 (sd-pam)
! root 4050 0.0 1.0 4708 3760 pts/0 Ss 16:28 0:00 -bash
www-data 4066 0.0 2.6 234784 9104 ? S 16:33 0:00 /usr/sbin/apache2 -k start
! www-data 4136 0.0 2.6 234784 9108 ? S 16:41 0:00 /usr/sbin/apache2 -k start
! root 4138 0.0 0.0 0 0 ? I 16:41 0:00 [kworker/0:2]
! www-data 4140 0.0 2.6 234784 9108 ? S 16:41 0:00 /usr/sbin/apache2 -k start
! www-data 4147 0.0 0.1 2388 692 ? S 16:41 0:00 sh -c sudo python3 __rtbot.py
! root 4148 0.0 0.9 7160 3372 ? S 16:41 0:00 sudo python3 __rtbot.py
! root 4159 0.0 0.7 3652 2692 pts/0 S+ 16:43 0:00 /bin/bash ./logs.sh af
! root 4160 0.0 0.3 7556 1208 pts/0 R+ 16:43 0:00 ps -aux
########################################### END PS DIFF ###########################################
########################################## START LSMOD DIFF ##########################################
########################################### END LSMOD DIFF ###########################################
########################################## START NETSTAT DIFF ##########################################
*** bf_netstat.txt Fri Jul 2 16:34:45 2021
--- af_netstat.txt Fri Jul 2 16:43:32 2021
***************
*** 2,11 ****
Proto Recv-Q Send-Q Local Address Foreign Address State PID/Program name
tcp 0 0 127.0.0.1:3306 0.0.0.0:* LISTEN 802/mysqld
tcp 0 0 0.0.0.0:22 0.0.0.0:* LISTEN 750/sshd
tcp 0 36 192.168.13.245:22 10.42.13.11:51159 ESTABLISHED 4033/sshd: root@pts
tcp6 0 0 :::80 :::* LISTEN 804/apache2
tcp6 0 0 :::22 :::* LISTEN 750/sshd
- tcp6 0 0 192.168.13.245:80 10.42.13.11:55377 FIN_WAIT2 -
udp 0 0 192.168.13.245:123 0.0.0.0:* 743/ntpd
udp 0 0 127.0.0.1:123 0.0.0.0:* 743/ntpd
udp 0 0 0.0.0.0:123 0.0.0.0:* 743/ntpd
--- 2,12 ----
Proto Recv-Q Send-Q Local Address Foreign Address State PID/Program name
tcp 0 0 127.0.0.1:3306 0.0.0.0:* LISTEN 802/mysqld
tcp 0 0 0.0.0.0:22 0.0.0.0:* LISTEN 750/sshd
+ tcp 0 0 192.168.13.245:49364 192.168.13.19:6667 ESTABLISHED -
tcp 0 36 192.168.13.245:22 10.42.13.11:51159 ESTABLISHED 4033/sshd: root@pts
+ tcp 72 0 192.168.13.245:49200 192.168.13.19:4444 CLOSE_WAIT 4147/sh
tcp6 0 0 :::80 :::* LISTEN 804/apache2
tcp6 0 0 :::22 :::* LISTEN 750/sshd
udp 0 0 192.168.13.245:123 0.0.0.0:* 743/ntpd
udp 0 0 127.0.0.1:123 0.0.0.0:* 743/ntpd
udp 0 0 0.0.0.0:123 0.0.0.0:* 743/ntpd
***************
*** 23,29 ****
unix 2 [ ACC ] STREAM LISTENING 12663 304/nscd /var/run/nscd/socket
unix 2 [ ACC ] STREAM LISTENING 12665 304/nscd /var/run/.nscd_socket
unix 2 [ ACC ] STREAM LISTENING 15493 802/mysqld /run/mysqld/mysqld.sock
! unix 7 [ ] DGRAM 10386 1/init /run/systemd/journal/dev-log
unix 2 [ ACC ] SEQPACKET LISTENING 10164 1/init /run/udev/control
unix 2 [ ACC ] STREAM LISTENING 12247 1/init /var/run/dbus/system_bus_socket
unix 2 [ ] DGRAM 10208 1/init /run/systemd/journal/syslog
--- 24,30 ----
unix 2 [ ACC ] STREAM LISTENING 12663 304/nscd /var/run/nscd/socket
unix 2 [ ACC ] STREAM LISTENING 12665 304/nscd /var/run/.nscd_socket
unix 2 [ ACC ] STREAM LISTENING 15493 802/mysqld /run/mysqld/mysqld.sock
! unix 8 [ ] DGRAM 10386 1/init /run/systemd/journal/dev-log
unix 2 [ ACC ] SEQPACKET LISTENING 10164 1/init /run/udev/control
unix 2 [ ACC ] STREAM LISTENING 12247 1/init /var/run/dbus/system_bus_socket
unix 2 [ ] DGRAM 10208 1/init /run/systemd/journal/syslog
***************
*** 72,79 ****
--- 73,83 ----
unix 3 [ ] DGRAM 11464 1/init
unix 2 [ ] DGRAM 33039 4033/sshd: root@pts
unix 3 [ ] STREAM CONNECTED 33267 303/dbus-daemon /var/run/dbus/system_bus_socket
+ unix 2 [ ] DGRAM 33867 4148/sudo
unix 2 [ ] STREAM CONNECTED 33010 4033/sshd: root@pts
+ unix 3 [ ] STREAM CONNECTED 33884 -
unix 3 [ ] STREAM CONNECTED 15231 750/sshd
+ unix 3 [ ] STREAM CONNECTED 33885 -
unix 3 [ ] STREAM CONNECTED 15232 1/init /run/systemd/journal/stdout
unix 3 [ ] STREAM CONNECTED 11540 1/init /run/systemd/journal/stdout
unix 3 [ ] STREAM CONNECTED 12648 1/init /run/systemd/journal/stdout
########################################### END NETSTAT DIFF ###########################################