Adversaries may attempt to hide artifacts associated with their behaviors to evade detection. Operating systems may have features to hide various artifacts, such as important system files and administrative task execution, to avoid disrupting user work environments and prevent users from changing files or features on the system. Adversaries may abuse these features to hide artifacts such as files, directories, user accounts, or other system activity to evade detection.[1],[2],[3]

Adversaries may also attempt to hide artifacts associated with malicious behavior by creating computing regions that are isolated from common security instrumentation, such as through the use of virtualization technology.[4]

References

  1. Dani Creus, Tyler Halfpop, Robert Falcone. (2016, September 26). Sofacy's 'Komplex' OS X Trojan. Retrieved July 8, 2017.
  2. Amit Serper. (2016). Cybereason Lab Analysis OSX.Pirrit. Retrieved December 10, 2021.
  3. Arntz, P. (2015, July 22). Introduction to Alternate Data Streams. Retrieved March 21, 2018.
  4. SophosLabs. (2020, May 21). Ragnar Locker ransomware deploys virtual machine to dodge security. Retrieved June 29, 2020.

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File/Path Exclusions

Adversaries may attempt to hide their file-based artifacts by writing them to specific folders or file names excluded from antivirus (AV) scanning and other defensive capabilities. AV and other file-based scanners often include exclusions to optimize performance as well as ease installation and legitimate use of applications. These exclusions may be contextual (e.g., scans are only initiated in response to specific triggering events/alerts), but are also often hardcoded strings referencing specific folders and/or files assumed to be trusted and legitimate.[1]

Adversaries may abuse these exclusions to hide their file-based artifacts. For example, rather than tampering with tool settings to add a new exclusion (i.e., Disable or Modify Tools), adversaries may drop their file-based payloads in default or otherwise well-known exclusions. Adversaries may also use Security Software Discovery and other Discovery/Reconnaissance activities to both discover and verify existing exclusions in a victim environment.

References

  1. Microsoft. (2024, February 27). Contextual file and folder exclusions. Retrieved March 29, 2024.
Email Hiding Rules

Adversaries may use email rules to hide inbound emails in a compromised user's mailbox. Many email clients allow users to create inbox rules for various email functions, including moving emails to other folders, marking emails as read, or deleting emails. Rules may be created or modified within email clients or through external features such as the New-InboxRule or Set-InboxRule PowerShell cmdlets on Windows systems.[1],[2],[3],[4]

Adversaries may utilize email rules within a compromised user's mailbox to delete and/or move emails to less noticeable folders. Adversaries may do this to hide security alerts, C2 communication, or responses to Internal Spearphishing emails sent from the compromised account.

Any user or administrator within the organization (or adversary with valid credentials) may be able to create rules to automatically move or delete emails. These rules can be abused to impair/delay detection had the email content been immediately seen by a user or defender. Malicious rules commonly filter out emails based on key words (such as malware, suspicious, phish, and hack) found in message bodies and subject lines.[5]

In some environments, administrators may be able to enable email rules that operate organization-wide rather than on individual inboxes. For example, Microsoft Exchange supports transport rules that evaluate all mail an organization receives against user-specified conditions, then performs a user-specified action on mail that adheres to those conditions.[6] Adversaries that abuse such features may be able to automatically modify or delete all emails related to specific topics (such as internal security incident notifications).

References

  1. Microsoft. (n.d.). Manage email messages by using rules. Retrieved June 11, 2021.
  2. Apple. (n.d.). Use rules to manage emails you receive in Mail on Mac. Retrieved June 14, 2021.
  3. Microsoft. (n.d.). New-InboxRule. Retrieved June 7, 2021.
  4. Microsoft. (n.d.). Set-InboxRule. Retrieved June 7, 2021.
  5. Niv Goldenberg. (2018, December 12). Rule your inbox with Microsoft Cloud App Security. Retrieved June 7, 2021.
  6. Microsoft. (2023, February 22). Mail flow rules (transport rules) in Exchange Online. Retrieved March 13, 2023.
Ignore Process Interrupts

Adversaries may evade defensive mechanisms by executing commands that hide from process interrupt signals. Many operating systems use signals to deliver messages to control process behavior. Command interpreters often include specific commands/flags that ignore errors and other hangups, such as when the user of the active session logs off.[1] These interrupt signals may also be used by defensive tools and/or analysts to pause or terminate specified running processes.

Adversaries may invoke processes using nohup, PowerShell -ErrorAction SilentlyContinue, or similar commands that may be immune to hangups.[2],[3] This may enable malicious commands and malware to continue execution through system events that would otherwise terminate its execution, such as users logging off or the termination of its C2 network connection.

Hiding from process interrupt signals may allow malware to continue execution, but unlike Trap this does not establish Persistence since the process will not be re-invoked once actually terminated.

References

  1. Linux man-pages. (2023, April 3). signal(7). Retrieved August 30, 2023.
  2. Meyering, J. (n.d.). nohup(1). Retrieved August 30, 2023.
  3. Microsoft. (2023, March 2). $DebugPreference. Retrieved August 30, 2023.
Bind Mounts

Adversaries may abuse bind mounts on file structures to hide their activity and artifacts from native utilities. A bind mount maps a directory or file from one location on the filesystem to another, similar to a shortcut on Windows. It’s commonly used to provide access to specific files or directories across different environments, such as inside containers or chroot environments, and requires sudo access.

Adversaries may use bind mounts to map either an empty directory or a benign /proc directory to a malicious process’s /proc directory. Using the commands mount –o bind /proc/benign-process /proc/malicious-process (or mount –B), the malicious process's /proc directory is overlayed with the contents of a benign process's /proc directory. When system utilities query process activity, such as ps and top, the kernel follows the bind mount and presents the benign directory’s contents instead of the malicious process's actual /proc directory. As a result, these utilities display information that appears to come from the benign process, effectively hiding the malicious process's metadata, executable, or other artifacts from detection.[1],[2]

References

  1. Nate Bill & Matt Muir. (2024, February 1). The Nine Lives of Commando Cat: Analysing a Novel Malware Campaign Targeting Docker. Retrieved April 4, 2025.
  2. Ahn Lab. (2023, April 24). CoinMiner (KONO DIO DA) Distributed to Linux SSH Servers. Retrieved April 4, 2025.
Extended Attributes

Adversaries may abuse extended attributes (xattrs) on macOS and Linux to hide their malicious data in order to evade detection. Extended attributes are key-value pairs of file and directory metadata used by both macOS and Linux. They are not visible through standard tools like Finder, ls, or cat and require utilities such as xattr (macOS) or getfattr (Linux) for inspection. Operating systems and applications use xattrs for tagging, integrity checks, and access control. On Linux, xattrs are organized into namespaces such as user. (user permissions), trusted. (root permissions), security., and system., each with specific permissions. On macOS, xattrs are flat strings without namespace prefixes, commonly prefixed with com.apple.* (e.g., com.apple.quarantine, com.apple.metadata:_kMDItemUserTags) and used by system features like Gatekeeper and Spotlight.[1]

An adversary may leverage xattrs by embedding a second-stage payload into the extended attribute of a legitimate file. On macOS, a payload can be embedded into a custom attribute using the xattr command. A separate loader can retrieve the attribute with xattr -p, decode the content, and execute it using a scripting interpreter. On Linux, an adversary may use setfattr to write a payload into the user. namespace of a legitimate file. A loader script can later extract the payload with getfattr --only-values, decode it, and execute it using bash or another interpreter. In both cases, because the primary file content remains unchanged, security tools and integrity checks that do not inspect extended attributes will observe the original file hash, allowing the malicious payload to evade detection.[2]

References

  1. Irem Kuyucu. (2024, August 6). Establishing persistence using extended attributes on Linux. Retrieved March 27, 2025.
  2. Sharmine Low. (2024, November 13). Stealthy Attributes of Lazarus APT Group: Evading Detection with Extended Attributes. Retrieved March 27, 2025.
Hidden Users

Adversaries may use hidden users to hide the presence of user accounts they create or modify. Administrators may want to hide users when there are many user accounts on a given system or if they want to hide their administrative or other management accounts from other users.

In macOS, adversaries can create or modify a user to be hidden through manipulating plist files, folder attributes, and user attributes. To prevent a user from being shown on the login screen and in System Preferences, adversaries can set the userID to be under 500 and set the key value Hide500Users to TRUE in the /Library/Preferences/com.apple.loginwindow plist file.[1] Every user has a userID associated with it. When the Hide500Users key value is set to TRUE, users with a userID under 500 do not appear on the login screen and in System Preferences. Using the command line, adversaries can use the dscl utility to create hidden user accounts by setting the IsHidden attribute to 1. Adversaries can also hide a user’s home folder by changing the chflags to hidden.[2]

Adversaries may similarly hide user accounts in Windows. Adversaries can set the HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon\SpecialAccounts\UserList Registry key value to 0 for a specific user to prevent that user from being listed on the logon screen.[3],[4]

On Linux systems, adversaries may hide user accounts from the login screen, also referred to as the greeter. The method an adversary may use depends on which Display Manager the distribution is currently using. For example, on an Ubuntu system using the GNOME Display Manger (GDM), accounts may be hidden from the greeter using the gsettings command (ex: sudo -u gdm gsettings set org.gnome.login-screen disable-user-list true).[5] Display Managers are not anchored to specific distributions and may be changed by a user or adversary.

References

  1. Amit Serper. (2016). Cybereason Lab Analysis OSX.Pirrit. Retrieved December 10, 2021.
  2. Apple. (2020, November 30). Hide a user account in macOS. Retrieved December 10, 2021.
  3. FireEye. (2021, June 16). Smoking Out a DARKSIDE Affiliate’s Supply Chain Software Compromise. Retrieved September 22, 2021.
  4. US-CERT. (2018, March 16). Alert (TA18-074A): Russian Government Cyber Activity Targeting Energy and Other Critical Infrastructure Sectors. Retrieved June 6, 2018.
  5. Ji Mingkui. (2021, June 17). How to Hide All The User Accounts in Ubuntu 20.04, 21.04 Login Screen. Retrieved March 15, 2022.
Resource Forking

Adversaries may abuse resource forks to hide malicious code or executables to evade detection and bypass security applications. A resource fork provides applications a structured way to store resources such as thumbnail images, menu definitions, icons, dialog boxes, and code.[1] Usage of a resource fork is identifiable when displaying a file’s extended attributes, using ls -l@ or xattr -l commands. Resource forks have been deprecated and replaced with the application bundle structure. Non-localized resources are placed at the top level directory of an application bundle, while localized resources are placed in the /Resources folder.[2],[3]

Adversaries can use resource forks to hide malicious data that may otherwise be stored directly in files. Adversaries can execute content with an attached resource fork, at a specified offset, that is moved to an executable location then invoked. Resource fork content may also be obfuscated/encrypted until execution.[4],[5]

References

  1. Tenon. (n.d.). Retrieved October 12, 2021.
  2. Flylib. (n.d.). Identifying Resource and Data Forks. Retrieved October 12, 2021.
  3. Howard Oakley. (2020, October 24). There's more to files than data: Extended Attributes. Retrieved October 12, 2021.
  4. Phil Stokes. (2020, November 5). Resourceful macOS Malware Hides in Named Fork. Retrieved October 12, 2021.
  5. Erika Noerenberg. (2020, June 29). TAU Threat Analysis: Bundlore (macOS) mm-install-macos. Retrieved October 12, 2021.
Run Virtual Instance

Adversaries may carry out malicious operations using a virtual instance to avoid detection. A wide variety of virtualization technologies exist that allow for the emulation of a computer or computing environment. By running malicious code inside of a virtual instance, adversaries can hide artifacts associated with their behavior from security tools that are unable to monitor activity inside the virtual instance.[1] Additionally, depending on the virtual networking implementation (ex: bridged adapter), network traffic generated by the virtual instance can be difficult to trace back to the compromised host as the IP address and hostname might not match known values.[2]

Adversaries may utilize native support for virtualization (ex: Hyper-V), deploy lightweight emulators (ex: QEMU), or drop the necessary files to run a virtual instance (ex: VirtualBox binaries).[3] After running a virtual instance, adversaries may create a shared folder between the guest and host with permissions that enable the virtual instance to interact with the host file system.[4]

Threat actors may also leverage temporary virtualized environments such as the Windows Sandbox, which supports the use of .wsb configuration files for defining execution parameters. For example, the <MappedFolder> property supports the creation of a shared folder, while the <LogonCommand> property allows the specification of a payload.[5],[6],[7]

In VMWare environments, adversaries may leverage the vCenter console to create new virtual machines. However, they may also create virtual machines directly on ESXi servers by running a valid .vmx file with the /bin/vmx utility. Adding this command to /etc/rc.local.d/local.sh (i.e., RC Scripts) will cause the VM to persistently restart.[8] Creating a VM this way prevents it from appearing in the vCenter console or in the output to the vim-cmd vmsvc/getallvms command on the ESXi server, thereby hiding it from typical administrative activities.[9]

References

  1. CyberCX. (2023, September 15). Weaponising VMs to bypass EDR – Akira ransomware. Retrieved April 4, 2025.
  2. Committee of Inquiry into the Cyber Attack on SingHealth. (2019, January 10). Public Report of the Committee of Inquiry into the Cyber Attack on Singapore Health Services Private Limited's Patient Database. Retrieved June 29, 2020.
  3. Den Iuzvyk and Tim Peck. (2024, November 4). CRON#TRAP: Emulated Linux Environments as the Latest Tactic in Malware Staging. Retrieved May 22, 2025.
  4. SophosLabs. (2020, May 21). Ragnar Locker ransomware deploys virtual machine to dodge security. Retrieved June 29, 2020.
  5. Dominik Breitenbacher. (2025, March 18). Operation AkaiRyū: MirrorFace invites Europe to Expo 2025 and revives ANEL backdoor. Retrieved May 22, 2025.
  6. ITOCHU Cyber & Intelligence Inc.. (2025, March 12). Hack The Sandbox: Unveiling the Truth Behind Disappearing Artifacts. Retrieved November 5, 2025.
  7. ITOCHU Cyber & Intelligence Inc.. (n.d.). Hack The Sandbox: Unveiling the Truth Behind Disappearing Artifacts. Retrieved November 5, 2025.
  8. Christian Mohn. (2024, November 11). Beware Of The Rogue VMs!. Retrieved March 26, 2025.
  9. Lex Crumpton. (2024, May 22). Infiltrating Defenses: Abusing VMware in MITRE’s Cyber Intrusion. Retrieved March 26, 2025.
VBA Stomping

Adversaries may hide malicious Visual Basic for Applications (VBA) payloads embedded within MS Office documents by replacing the VBA source code with benign data.[1]

MS Office documents with embedded VBA content store source code inside of module streams. Each module stream has a PerformanceCache that stores a separate compiled version of the VBA source code known as p-code. The p-code is executed when the MS Office version specified in the _VBA_PROJECT stream (which contains the version-dependent description of the VBA project) matches the version of the host MS Office application.[2],[3]

An adversary may hide malicious VBA code by overwriting the VBA source code location with zero’s, benign code, or random bytes while leaving the previously compiled malicious p-code. Tools that scan for malicious VBA source code may be bypassed as the unwanted code is hidden in the compiled p-code. If the VBA source code is removed, some tools might even think that there are no macros present. If there is a version match between the _VBA_PROJECT stream and host MS Office application, the p-code will be executed, otherwise the benign VBA source code will be decompressed and recompiled to p-code, thus removing malicious p-code and potentially bypassing dynamic analysis.[4],[1],[5]

References

  1. Cole, R., Moore, A., Stark, G., Stancill, B. (2020, February 5). STOMP 2 DIS: Brilliance in the (Visual) Basics. Retrieved September 17, 2020.
  2. Hegt, S. (2019, May 5). Evil Clippy: MS Office maldoc assistant. Retrieved September 17, 2020.
  3. Microsoft. (2020, February 19). 2.3.4.1 _VBA_PROJECT Stream: Version Dependent Project Information. Retrieved September 18, 2020.
  4. Sayre, K., Ogden, H., Roberts, C. (2018, October 10). VBA Stomping — Advanced Maldoc Techniques. Retrieved September 17, 2020.
  5. Bontchev, V. (2019, July 30). pcodedmp.py - A VBA p-code disassembler. Retrieved September 17, 2020.
Hidden Window

Adversaries may use hidden windows to conceal malicious activity from the plain sight of users. In some cases, windows that would typically be displayed when an application carries out an operation can be hidden. This may be utilized by system administrators to avoid disrupting user work environments when carrying out administrative tasks.

Adversaries may abuse these functionalities to hide otherwise visible windows from users so as not to alert the user to adversary activity on the system.[1]

On macOS, the configurations for how applications run are listed in property list (plist) files. One of the tags in these files can be apple.awt.UIElement, which allows for Java applications to prevent the application's icon from appearing in the Dock. A common use for this is when applications run in the system tray, but don't also want to show up in the Dock.

Similarly, on Windows there are a variety of features in scripting languages, such as PowerShell, Jscript, and Visual Basic to make windows hidden. One example of this is powershell.exe -WindowStyle Hidden.[2]

The Windows Registry can also be edited to hide application windows from the current user. For example, by setting the WindowPosition subkey in the HKEY_CURRENT_USER\Console\%SystemRoot%_System32_WindowsPowerShell_v1.0_PowerShell.exe Registry key to a maximum value, PowerShell windows will open off screen and be hidden.[3]

In addition, Windows supports the CreateDesktop() API that can create a hidden desktop window with its own corresponding explorer.exe process.[4],[5] All applications running on the hidden desktop window, such as a hidden VNC (hVNC) session,[4] will be invisible to other desktops windows.

Adversaries may also leverage cmd.exe[6] as a parent process, and then utilize a LOLBin, such as DeviceCredentialDeployment.exe,[7],[8] to hide windows.

References

  1. Thomas Reed. (2017, January 18). New Mac backdoor using antiquated code. Retrieved July 5, 2017.
  2. Wheeler, S. et al.. (2019, May 1). About PowerShell.exe. Retrieved October 11, 2019.
  3. Cantoris. (2016, July 22). PowerShell Malware. Retrieved December 12, 2024.
  4. Hutchins, Marcus. (2015, September 13). Hidden VNC for Beginners. Retrieved November 28, 2023.
  5. Keshet, Lior. Kessem, Limor. (2017, January 25). Anatomy of an hVNC Attack. Retrieved November 28, 2023.
  6. Cybereason Security Services Team. (n.d.). Behind Closed Doors: The Rise of Hidden Malicious Remote Access. Retrieved July 22, 2025.
  7. Elliot Killick. (n.d.). /DeviceCredentialDeployment.exe. Retrieved July 22, 2025.
  8. Seongsu Park. (2022, December 27). BlueNoroff introduces new methods bypassing MoTW. Retrieved July 22, 2025.
Hidden File System

Adversaries may use a hidden file system to conceal malicious activity from users and security tools. File systems provide a structure to store and access data from physical storage. Typically, a user engages with a file system through applications that allow them to access files and directories, which are an abstraction from their physical location (ex: disk sector). Standard file systems include FAT, NTFS, ext4, and APFS. File systems can also contain other structures, such as the Volume Boot Record (VBR) and Master File Table (MFT) in NTFS.[1]

Adversaries may use their own abstracted file system, separate from the standard file system present on the infected system. In doing so, adversaries can hide the presence of malicious components and file input/output from security tools. Hidden file systems, sometimes referred to as virtual file systems, can be implemented in numerous ways. One implementation would be to store a file system in reserved disk space unused by disk structures or standard file system partitions.[1],[2] Another implementation could be for an adversary to drop their own portable partition image as a file on top of the standard file system.[3] Adversaries may also fragment files across the existing file system structure in non-standard ways.[4]

References

  1. Hutchins, M. (2014, November 28). Virtual File Systems for Beginners. Retrieved June 22, 2020.
  2. Andonov, D., et al. (2015, December 7). Thriving Beyond The Operating System: Financial Threat Group Targets Volume Boot Record. Retrieved May 13, 2016.
  3. Faou, M. (2020, May). From Agent.btz to ComRAT v4: A ten-year journey. Retrieved June 15, 2020.
  4. Kaspersky Lab's Global Research and Analysis Team. (2015, February). Equation Group: Questions and Answers. Retrieved December 21, 2015.
Hidden Files and Directories

Adversaries may set files and directories to be hidden to evade detection mechanisms. To prevent normal users from accidentally changing special files on a system, most operating systems have the concept of a ‘hidden’ file. These files don’t show up when a user browses the file system with a GUI or when using normal commands on the command line. Users must explicitly ask to show the hidden files either via a series of Graphical User Interface (GUI) prompts or with command line switches (dir /a for Windows and ls –a for Linux and macOS).

On Linux and Mac, users can mark specific files as hidden simply by putting a “.” as the first character in the file or folder name[1],[2]. Files and folders that start with a period, ‘.’, are by default hidden from being viewed in the Finder application and standard command-line utilities like “ls”. Users must specifically change settings to have these files viewable.

Files on macOS can also be marked with the UF_HIDDEN flag which prevents them from being seen in Finder.app, but still allows them to be seen in Terminal.app[3]. On Windows, users can mark specific files as hidden by using the attrib.exe binary. Many applications create these hidden files and folders to store information so that it doesn’t clutter up the user’s workspace. For example, SSH utilities create a .ssh folder that’s hidden and contains the user’s known hosts and keys.

Additionally, adversaries may name files in a manner that would allow the file to be hidden such as naming a file only a “space” character.

Adversaries can use this to their advantage to hide files and folders anywhere on the system and evading a typical user or system analysis that does not incorporate investigation of hidden files.

References

  1. Dani Creus, Tyler Halfpop, Robert Falcone. (2016, September 26). Sofacy's 'Komplex' OS X Trojan. Retrieved July 8, 2017.
  2. Thomas Reed. (2017, January 18). New Mac backdoor using antiquated code. Retrieved July 5, 2017.
  3. Claud Xiao. (n.d.). WireLurker: A New Era in iOS and OS X Malware. Retrieved July 10, 2017.
NTFS File Attributes

Adversaries may use NTFS file attributes to hide their malicious data in order to evade detection. Every New Technology File System (NTFS) formatted partition contains a Master File Table (MFT) that maintains a record for every file/directory on the partition.[1] Within MFT entries are file attributes,[2] such as Extended Attributes (EA) and Data [known as Alternate Data Streams (ADSs) when more than one Data attribute is present], that can be used to store arbitrary data (and even complete files).[1],[3],[4],[5]

Adversaries may store malicious data or binaries in file attribute metadata instead of directly in files. This may be done to evade some defenses, such as static indicator scanning tools and anti-virus.[6],[4]

References

  1. Atkinson, J. (2017, July 18). Host-based Threat Modeling & Indicator Design. Retrieved March 21, 2018.
  2. Hughes, J. (2010, August 25). NTFS File Attributes. Retrieved March 21, 2018.
  3. Microsoft. (n.d.). File Streams. Retrieved September 12, 2024.
  4. Arntz, P. (2015, July 22). Introduction to Alternate Data Streams. Retrieved March 21, 2018.
  5. Marlin, J. (2013, March 24). Alternate Data Streams in NTFS. Retrieved March 21, 2018.
  6. Harrell, C. (2012, December 11). Extracting ZeroAccess from NTFS Extended Attributes. Retrieved June 3, 2016.
Process Argument Spoofing

Adversaries may attempt to hide process command-line arguments by overwriting process memory. Process command-line arguments are stored in the process environment block (PEB), a data structure used by Windows to store various information about/used by a process. The PEB includes the process command-line arguments that are referenced when executing the process. When a process is created, defensive tools/sensors that monitor process creations may retrieve the process arguments from the PEB.[1],[2]

Adversaries may manipulate a process PEB to evade defenses. For example, Process Hollowing can be abused to spawn a process in a suspended state with benign arguments. After the process is spawned and the PEB is initialized (and process information is potentially logged by tools/sensors), adversaries may override the PEB to modify the command-line arguments (ex: using the Native API WriteProcessMemory() function) then resume process execution with malicious arguments.[3],[2],[4]

Adversaries may also execute a process with malicious command-line arguments then patch the memory with benign arguments that may bypass subsequent process memory analysis.[5]

This behavior may also be combined with other tricks (such as Parent PID Spoofing) to manipulate or further evade process-based detections.

References

  1. Microsoft. (2021, October 6). PEB structure (winternl.h). Retrieved November 19, 2021.
  2. Chester, A. (2019, January 28). How to Argue like Cobalt Strike. Retrieved November 19, 2021.
  3. Mudge, R. (2019, January 2). https://blog.cobaltstrike.com/2019/01/02/cobalt-strike-3-13-why-do-we-argue/. Retrieved November 19, 2021.
  4. Daman, R. (2020, February 4). The return of the spoof part 2: Command line spoofing. Retrieved November 19, 2021.
  5. McLellan, T. and Moore, J. et al. (2021, April 29). UNC2447 SOMBRAT and FIVEHANDS Ransomware: A Sophisticated Financial Threat. Retrieved June 2, 2021.

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