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  1. Frameworks
  2. >ATTACK
  3. >Execution
  4. >ATTACK-T1059.006
ATTACK-T1059.006Active

Python

Statement

Adversaries may abuse Python commands and scripts for execution. Python is a very popular scripting/programming language, with capabilities to perform many functions. Python can be executed interactively from the command-line (via the <code>python.exe</code> interpreter) or via scripts (.py) that can be written and distributed to different systems. Python code can also be compiled into binary executables.(Citation: Zscaler APT31 Covid-19 October 2020)

Python comes with many built-in packages to interact with the underlying system, such as file operations and device I/O. Adversaries can use these libraries to download and execute commands or other scripts as well as perform various malicious behaviors.

Location

Tactic
Execution

Technique Details

Identifier
ATTACK-T1059.006
Parent Technique
ATTACK-T1059
ATT&CK Page
View on MITRE

Tactics

Execution

Platforms

ESXiLinuxmacOSWindows

Detection

Cross-Platform Behavioral Detection of Python Execution

Mitigations

Audit: Auditing is the process of recording activity and systematically reviewing and analyzing the activity and system configurations. The primary purpose of auditing is to detect anomalies and identify potential threats or weaknesses in the environment. Proper auditing configurations can also help to meet compliance requirements. The process of auditing encompasses regular analysis of user behaviors and system logs in support of proactive security measures.

Auditing is applicable to all systems used within an organization, from the front door of a building to accessing a file on a fileserver. It is considered more critical for regulated industries such as, healthcare, finance and government where compliance requirements demand stringent tracking of user and system activates.This mitigation can be implemented through the following measures:

System Audit:

  • Use Case: Regularly assess system configurations to ensure compliance with organizational security policies.
  • Implementation: Use tools to scan for deviations from established benchmarks.

Permission Audits:

  • Use Case: Review file and folder permissions to minimize the risk of unauthorized access or privilege escalation.
  • Implementation: Run access reviews to identify users or groups with excessive permissions.

Software Audits:

  • Use Case: Identify outdated, unsupported, or insecure software that could serve as an attack vector.
  • Implementation: Use inventory and vulnerability scanning tools to detect outdated versions and recommend secure alternatives.

Configuration Audits:

  • Use Case: Evaluate system and network configurations to ensure secure settings (e.g., disabled SMBv1, enabled MFA).
  • Implementation: Implement automated configuration scanning tools like SCAP (Security Content Automation Protocol) to identify non-compliant systems.

Network Audits:

  • Use Case: Examine network traffic, firewall rules, and endpoint communications to identify unauthorized or insecure connections.
  • Implementation: Utilize tools such as Wireshark, or Zeek to monitor and log suspicious network behavior.

Antivirus/Antimalware: Antivirus/Antimalware solutions utilize signatures, heuristics, and behavioral analysis to detect, block, and remediate malicious software, including viruses, trojans, ransomware, and spyware. These solutions continuously monitor endpoints and systems for known malicious patterns and suspicious behaviors that indicate compromise. Antivirus/Antimalware software should be deployed across all devices, with automated updates to ensure protection against the latest threats. This mitigation can be implemented through the following measures:

Signature-Based Detection:

  • Implementation: Use predefined signatures to identify known malware based on unique patterns such as file hashes, byte sequences, or command-line arguments. This method is effective against known threats.
  • Use Case: When malware like "Emotet" is detected, its signature (such as a specific file hash) matches a known database of malicious software, triggering an alert and allowing immediate quarantine of the infected file.

Heuristic-Based Detection:

  • Implementation: Deploy heuristic algorithms that analyze behavior and characteristics of files and processes to identify potential malware, even if it doesn’t match a known signature.
  • Use Case: If a program attempts to modify multiple critical system files or initiate suspicious network communications, heuristic analysis may flag it as potentially malicious, even if no specific malware signature is available.

Behavioral Detection (Behavior Prevention):

  • Implementation: Use behavioral analysis to detect patterns of abnormal activities, such as unusual system calls, unauthorized file encryption, or attempts to escalate privileges.
  • Use Case: Behavioral analysis can detect ransomware attacks early by identifying behavior like mass file encryption, even before a specific ransomware signature has been identified.

Real-Time Scanning:

  • Implementation: Enable real-time scanning to automatically inspect files and network traffic for signs of malware as they are accessed, downloaded, or executed.
  • Use Case: When a user downloads an email attachment, the antivirus solution scans the file in real-time, checking it against both signatures and heuristics to detect any malicious content before it can be opened.

Cloud-Assisted Threat Intelligence:

  • Implementation: Use cloud-based threat intelligence to ensure the antivirus solution can access the latest malware definitions and real-time threat feeds from a global database of emerging threats.
  • Use Case: Cloud-assisted antivirus solutions quickly identify newly discovered malware by cross-referencing against global threat databases, providing real-time protection against zero-day attacks.

Tools for Implementation:

  • Endpoint Security Platforms: Use solutions such as EDR for comprehensive antivirus/antimalware protection across all systems.
  • Centralized Management: Implement centralized antivirus management consoles that provide visibility into threat activity, enable policy enforcement, and automate updates.
  • Behavioral Analysis Tools: Leverage solutions with advanced behavioral analysis capabilities to detect malicious activity patterns that don’t rely on known signatures.

Limit Software Installation: Prevent users or groups from installing unauthorized or unapproved software to reduce the risk of introducing malicious or vulnerable applications. This can be achieved through allowlists, software restriction policies, endpoint management tools, and least privilege access principles. This mitigation can be implemented through the following measures:

Application Whitelisting

  • Implement Microsoft AppLocker or Windows Defender Application Control (WDAC) to create and enforce allowlists for approved software.
  • Whitelist applications based on file hash, path, or digital signatures.

Restrict User Permissions

  • Remove local administrator rights for all non-IT users.
  • Use Role-Based Access Control (RBAC) to restrict installation permissions to privileged accounts only.

Software Restriction Policies (SRP)

  • Use GPO to configure SRP to deny execution of binaries from directories such as %AppData%, %Temp%, and external drives.
  • Restrict specific file types (.exe, .bat, .msi, .js, .vbs) to trusted directories only.

Endpoint Management Solutions

  • Deploy tools like Microsoft Intune, SCCM, or Jamf for centralized software management.
  • Maintain a list of approved software, versions, and updates across the enterprise.

Monitor Software Installation Events

  • Enable logging of software installation events and monitor Windows Event ID 4688 and Event ID 11707 for software installs.
  • Use SIEM or EDR tools to alert on attempts to install unapproved software.

Implement Software Inventory Management

  • Use tools like OSQuery or Wazuh to scan for unauthorized software on endpoints and servers.
  • Conduct regular audits to detect and remove unapproved software.

Tools for Implementation

Application Whitelisting:

  • Microsoft AppLocker
  • Windows Defender Application Control (WDAC)

Endpoint Management:

  • Microsoft Intune
  • SCCM (System Center Configuration Manager)
  • Jamf Pro (macOS)
  • Puppet or Ansible for automation

Software Restriction Policies:

  • Group Policy Object (GPO)
  • Microsoft Software Restriction Policies (SRP)

Monitoring and Logging:

  • Splunk
  • OSQuery
  • Wazuh (open-source SIEM and XDR)
  • EDRs

Inventory Management and Auditing:

  • OSQuery
  • Wazuh

Execution Prevention: Prevent the execution of unauthorized or malicious code on systems by implementing application control, script blocking, and other execution prevention mechanisms. This ensures that only trusted and authorized code is executed, reducing the risk of malware and unauthorized actions. This mitigation can be implemented through the following measures:

Application Control:

  • Use Case: Use tools like AppLocker or Windows Defender Application Control (WDAC) to create whitelists of authorized applications and block unauthorized ones. On Linux, use tools like SELinux or AppArmor to define mandatory access control policies for application execution.
  • Implementation: Allow only digitally signed or pre-approved applications to execute on servers and endpoints. (e.g., New-AppLockerPolicy -PolicyType Enforced -FilePath "C:\Policies\AppLocker.xml")

Script Blocking:

  • Use Case: Use script control mechanisms to block unauthorized execution of scripts, such as PowerShell or JavaScript. Web Browsers: Use browser extensions or settings to block JavaScript execution from untrusted sources.
  • Implementation: Configure PowerShell to enforce Constrained Language Mode for non-administrator users. (e.g., Set-ExecutionPolicy AllSigned)

Executable Blocking:

  • Use Case: Prevent execution of binaries from suspicious locations, such as %TEMP% or %APPDATA% directories.
  • Implementation: Block execution of .exe, .bat, or .ps1 files from user-writable directories.

Dynamic Analysis Prevention:

  • Use Case: Use behavior-based execution prevention tools to identify and block malicious activity in real time.
  • Implemenation: Employ EDR solutions that analyze runtime behavior and block suspicious code execution.
SP 800-53
SP800-53-AC-17relatedvia ctid-attack-to-sp800-53
SP800-53-AC-2relatedvia ctid-attack-to-sp800-53
SP800-53-AC-3relatedvia ctid-attack-to-sp800-53
SP800-53-AC-6relatedvia ctid-attack-to-sp800-53
SP800-53-CM-11relatedvia ctid-attack-to-sp800-53
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Execution45 controls
ATTACK-T1047Windows Management InstrumentationATTACK-T1053Scheduled Task/JobATTACK-T1053.002AtATTACK-T1053.003CronATTACK-T1053.005Scheduled TaskATTACK-T1053.006Systemd TimersATTACK-T1053.007Container Orchestration JobATTACK-T1059Command and Scripting InterpreterATTACK-T1059.001PowerShellATTACK-T1059.002AppleScriptATTACK-T1059.003Windows Command ShellATTACK-T1059.004Unix ShellATTACK-T1059.005Visual BasicATTACK-T1059.006PythonATTACK-T1059.007JavaScriptATTACK-T1059.008Network Device CLIATTACK-T1059.009Cloud APIATTACK-T1059.010AutoHotKey & AutoITATTACK-T1059.011LuaATTACK-T1059.012Hypervisor CLIATTACK-T1059.013Container CLI/APIATTACK-T1072Software Deployment ToolsATTACK-T1106Native APIATTACK-T1129Shared ModulesATTACK-T1203Exploitation for Client ExecutionATTACK-T1204User ExecutionATTACK-T1204.001Malicious LinkATTACK-T1204.002Malicious FileATTACK-T1204.003Malicious ImageATTACK-T1204.004Malicious Copy and PasteATTACK-T1204.005Malicious LibraryATTACK-T1559Inter-Process CommunicationATTACK-T1559.001Component Object ModelATTACK-T1559.002Dynamic Data ExchangeATTACK-T1559.003XPC ServicesATTACK-T1569System ServicesATTACK-T1569.001LaunchctlATTACK-T1569.002Service ExecutionATTACK-T1569.003SystemctlATTACK-T1609Container Administration CommandATTACK-T1648Serverless ExecutionATTACK-T1651Cloud Administration CommandATTACK-T1674Input InjectionATTACK-T1675ESXi Administration CommandATTACK-T1677Poisoned Pipeline Execution