External risk intelligence

Apache Spark UI Command Execution Vulnerability.

CVE advisoryKnown Exploit

CVE-2022-33891

A vulnerability in Apache Spark's UI allows unauthorized users to execute arbitrary commands, potentially leading to system compromise. Attackers can exploit this by providing specific input to the UI, resulting in the execution of commands with the Spark user's privileges. This presents a significant business risk.

3Halo Surface Signal

OS Command Injection

Apache Spark

3.0.3 and earlier3.1.1 to 3.1.23.2.0 to 3.2.1

External exposure likelihood

Halo Surface Signal score for CVE-2022-33891

The vulnerability exists in the Apache Spark UI. While the Spark UI is a web interface, it is typically deployed within internal data processing clusters, development environments, or private management networks rather than being exposed directly to the public internet by design. Access is generally restricted to authenticated internal users or administrators within a private network architecture.

Horizon Alert

Summary of the vulnerability and why it matters

The Apache Spark UI contains a vulnerability that could allow unauthorized users to execute arbitrary commands. This occurs when access control lists are enabled and a specific code path is triggered. The consequence is the potential for attackers to run commands on the system with the privileges of the Spark process.

  • Apache Spark UI
  • Command execution via arbitrary user input
  • System compromise and data breaches

Attack Path

How an attacker could exploit the issue

Apache Spark's UI, when Access Control Lists (ACLs) are enabled, can allow an attacker to impersonate a user. This impersonation occurs through a specific code path in the `HttpSecurityFilter`. An attacker can then manipulate permission checks to construct and execute arbitrary Unix shell commands. This leads to the execution of commands with the privileges of the Spark user.

  • Exposed Spark UI with ACLs enabled.
  • Attacker provides an arbitrary username.
  • Arbitrary shell command execution.

Live Threat

Current exploitation, exposure, and threat context

This vulnerability in Apache Spark allows for arbitrary command execution, potentially enabling attackers to compromise systems and access sensitive data. Attackers could exploit this by sending specially crafted input to the Spark UI, which, under certain conditions, can lead to the execution of malicious commands with the privileges of the Spark user. The potential for widespread impact and the severity of the exploit suggest that organizations should treat this as a high-priority issue.

  • Likely requires low attacker skill.
  • Requires network access and low privileges.
  • Significant business risk and urgency.

Priority actions

Operational Fix

Recommended remediation, mitigation, and detection steps

An organization using Apache Spark should address a command injection vulnerability that allows unauthorized users to execute arbitrary shell commands. This risk can be mitigated by identifying affected systems, reducing their exposure, implementing vendor-provided fixes, and verifying the successful application of these fixes, followed by ongoing monitoring.

  • Find exposed Spark assets.
  • Limit network access to Spark UI.
  • Apply vendor updates and validate.
  • Monitor for related activity.

Frequently asked questions

What is Apache Spark and its User Interface?

Apache Spark is a powerful open-source analytics engine designed for large-scale data processing. Its User Interface (UI) is a web-based tool that allows users to monitor and manage Spark applications, view their status, and inspect execution details.

What type of weakness does CVE-2022-33891 represent?

CVE-2022-33891 represents a command injection weakness, classified as CWE-78. This means an attacker can trick the software into executing arbitrary operating system commands by providing specially crafted input.

How can an attacker exploit the Apache Spark UI vulnerability?

An attacker can exploit this vulnerability by providing an arbitrary username when Access Control Lists (ACLs) are enabled in the Spark UI. This can lead to a permission check function that constructs and executes arbitrary Unix shell commands based on the attacker's input, resulting in command execution with the privileges of the Spark user.

What is the relevance of CVE-2022-33891 according to Halo Surface Signal?

Halo Surface Signal classifies this vulnerability as having a 'Possible' threat level. While the Spark UI is a web interface, it is typically deployed within internal data processing clusters or private management networks, rather than being directly exposed to the public internet. Access is generally restricted to authenticated internal users or administrators within a private network architecture.

What steps should be taken to address this Apache Spark vulnerability?

To address this vulnerability, organizations should identify all exposed Spark assets, limit network access to the Spark UI, apply vendor-provided updates, and validate their successful implementation. Ongoing monitoring for related activity is also recommended.

References