Adversaries may rely on a user installing a malicious library to facilitate execution. Threat actors may Upload Malware to package managers such as NPM and PyPi, as well as to public code repositories such as GitHub. User may install libraries without realizing they are malicious, thus bypassing techniques that specifically achieve Initial Access. This can lead to the execution of malicious code, such as code that establishes persistence, steals data, or mines cryptocurrency.(Citation: Datadog Security Labs Malicious PyPi Packages 2024)(Citation: Fortinet Malicious NPM Packages 2023) In some cases, threat actors may compromise and backdoor existing popular libraries (i.e., Compromise Software Dependencies and Development Tools). Alternatively, they may create entirely new packages and leverage behaviors such as typosquatting to encourage users to install them.
Execution of `pip.exe`, `npm.cmd`, or MSI installers within user context, followed by script interpreter startup (e.g., python.exe) or PowerShell with unusual child processes or file writes in `%APPDATA%`, `%TEMP%`, or `%LOCALAPPDATA%`. Defender correlates command-line install tools with Sysmon and Event Logs to trace downstream behavior.
User-initiated installation of Python (pip), NodeJS (npm), or other language libraries, followed by unexpected network connections, credential access, or startup file modifications. Defender sees `pip install` or `npm install` commands run by a non-root user, followed shortly by new `.py`, `.sh`, or `.js` files in hidden directories, or interpreter-based execution during boot/login.
Execution of Homebrew, pip3, npm, or manually downloaded PKGs from Terminal or shell, followed by the creation of startup agents, interpreter spawns, or outbound connections to unfamiliar domains. Defender links Terminal commands to plist creation, unsigned binary launches, and `python3` or `node` processes connecting to remote endpoints.
User Training
User Training involves educating employees and contractors on recognizing, reporting, and preventing cyber threats that rely on human interaction, such as phishing, social engineering, and other manipulative techniques. Comprehensive training programs create a human firewall by empowering users to be an active component of the organization's cybersecurity defenses. This mitigation can be implemented through the following measures: Create Comprehensive Training Programs: - Design training modules tailored to the organization's risk profile, covering topics such as phishing, password management, and incident reporting. - Provide role-specific training for high-risk employees, such as helpdesk staff or executives. Use Simulated Exercises: - Conduct phishing simulations to measure user susceptibility and provide targeted follow-up training. - Run social engineering drills to evaluate employee responses and reinforce protocols. Leverage Gamification and Engagement: - Introduce interactive learning methods such as quizzes, gamified challenges, and rewards for successful detection and reporting of threats. Incorporate Security Policies into Onboarding: - Include cybersecurity training as part of the onboarding process for new employees. - Provide easy-to-understand materials outlining acceptable use policies and reporting procedures. Regular Refresher Courses: - Update training materials to include emerging threats and techniques used by adversaries. - Ensure all employees complete periodic refresher courses to stay informed. Emphasize Real-World Scenarios: - Use case studies of recent attacks to demonstrate the consequences of successful phishing or social engineering. - Discuss how specific employee actions can prevent or mitigate such attacks.
Network Intrusion Prevention
Use intrusion detection signatures to block traffic at network boundaries.
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