Obfuscated Files or Information
Adversaries may attempt to make an executable or file difficult to discover or analyze by encrypting, encoding, or otherwise obfuscating its contents on the system or in transit. This is common behavior that can be used across different platforms and the network to evade defenses.
Portions of files can also be encoded to hide the plain-text strings that would otherwise help defenders with discovery.  Payloads may also be split into separate, seemingly benign files that only reveal malicious functionality when reassembled. 
Adversaries may also obfuscate commands executed from payloads or directly via a Command and Scripting Interpreter. Environment variables, aliases, characters, and other platform/language specific semantics can be used to evade signature based detections and application control mechanisms.  
Most of the strings in ADVSTORESHELL are encrypted with an XOR-based algorithm; some strings are also encrypted with 3DES and reversed. API function names are also reversed, presumably to avoid detection in memory.
APT32 uses the Invoke-Obfuscation framework to obfuscate their PowerShell and also performs other code obfuscation. APT32 has also encoded payloads using Base64 and a framework called "Dont-Kill-My-Cat (DKMC). APT32 also encrypts the library used for network exfiltration with AES-256 in CBC mode in their macOS backdoor.
Strings in Attor's components are encrypted with a XOR cipher, using a hardcoded key and the configuration data, log files and plugins are encrypted using a hybrid encryption scheme of Blowfish-OFB combined with RSA.
ComRAT has used encryption and base64 to obfuscate its orchestrator code in the Registry. ComRAT has also embedded an XOR encrypted communications module inside the orchestrator module. ComRAT has encrypted its virtual file system using AES-256 in XTS mode.
The DustySky dropper uses a function to obfuscate the name of functions and other parts of the malware.
|Exaramel for Linux|
FinFisher is heavily obfuscated in many ways, including through the use of spaghetti code in its functions in an effort to confuse disassembly programs. It also uses a custom XOR algorithm to obfuscate code.
jRAT’s Java payload is encrypted with AES. Additionally, backdoor files are encrypted using DES as a stream cipher. Later variants of jRAT also incorporated AV evasion methods such as Java bytecode obfuscation via the commercial Allatori obfuscation tool.
Kazuar is obfuscated using the open source ConfuserEx protector. Kazuar also obfuscates the name of created files/folders/mutexes and encrypts debug messages written to log files using the Rijndael cipher.
MuddyWater has used Daniel Bohannon’s Invoke-Obfuscation framework. The group has also used other obfuscation methods, including Base64 obfuscation of VBScripts and PowerShell commands.
Netwalker's PowerShell script has been obfuscated with multiple layers including base64 and hexadecimal encoding and XOR-encryption, as well as obfuscated PowerShell functions and variables. Netwalker's DLL has also been embedded within the PowerShell script in hex format.
OopsIE uses the Confuser protector to obfuscate an embedded .Net Framework assembly used for C2. OopsIE also encodes collected data in hexadecimal format before writing to files on disk and obfuscates strings.
Pisloader obfuscates files by splitting strings into smaller sub-strings and including "garbage" strings that are never used. The malware also uses return-oriented programming (ROP) technique and single-byte XOR to obfuscate data.
POWERSTATS uses character replacement, PowerShell environment variables, and XOR encoding to obfuscate code. POWERSTATS's backdoor code is a multi-layer obfuscated, encoded, and compressed blob.  POWERSTATS has used PowerShell code with custom string obfuscation 
RTM strings, network data, configuration, and modules are encrypted with a modified RC4 algorithm. RTM has also been delivered to targets as various archive files including ZIP, 7-ZIP, and RAR.
Sandworm Team has used Base64 encoding within malware variants. Sandworm Team has also used ROT13 encoding, AES encryption and compression with the zlib library for their Python-based backdoor.
A Threat Group-3390 tool can encrypt payloads using XOR. Threat Group-3390 malware is also obfuscated using Metasploit’s shikata_ga_nai encoder as well as compressed with LZNT1 compression.
Ursnif has used an XOR-based algorithm to encrypt Tor clients dropped to disk. Ursnif droppers have also been delivered as password-protected zip files that execute base64 encoded PowerShell commands.
|Winnti for Linux|
Consider utilizing the Antimalware Scan Interface (AMSI) on Windows 10 to analyze commands after being processed/interpreted. 
Detection of file obfuscation is difficult unless artifacts are left behind by the obfuscation process that are uniquely detectable with a signature. If detection of the obfuscation itself is not possible, it may be possible to detect the malicious activity that caused the obfuscated file (for example, the method that was used to write, read, or modify the file on the file system).
Flag and analyze commands containing indicators of obfuscation and known suspicious syntax such as uninterpreted escape characters like '''^''' and '''"'''. Windows' Sysmon and Event ID 4688 displays command-line arguments for processes. Deobfuscation tools can be used to detect these indicators in files/payloads.   
Obfuscation used in payloads for Initial Access can be detected at the network. Use network intrusion detection systems and email gateway filtering to identify compressed and encrypted attachments and scripts. Some email attachment detonation systems can open compressed and encrypted attachments. Payloads delivered over an encrypted connection from a website require encrypted network traffic inspection.
The first detection of a malicious tool may trigger an anti-virus or other security tool alert. Similar events may also occur at the boundary through network IDS, email scanning appliance, etc. The initial detection should be treated as an indication of a potentially more invasive intrusion. The alerting system should be thoroughly investigated beyond that initial alert for activity that was not detected. Adversaries may continue with an operation, assuming that individual events like an anti-virus detect will not be investigated or that an analyst will not be able to conclusively link that event to other activity occurring on the network.
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