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China-Nexus Threat Group ‘Velvet Ant’ Leverages a Zero-Day to Deploy Malware on Cisco Nexus Switches

Sygnia uncovers the China-Nexus group ‘Velvet Ant’ leveraging a zero-day exploit (CVE-2024-20399) on Cisco Switch appliances, escalating evasion tactics to maintain long-term network persistence.

Key Takeaways

  • Earlier in 2024, Sygnia observed ‘Velvet Ant’ leveraging a zero-day exploit (CVE-2024-20399) to compromise and control on-premises Cisco Switch appliances. These types of vulnerabilities are used by threat actor to operate on compromised devices in a way that is completely hidden to the enterprise security stack.
  • As part of the ‘Velvet Ant’ multi-year intrusion, the transition to operating from internal network devices marks yet another escalation in the evasion techniques used in order to ensure the continuation of the espionage campaign.
  • The zero-day exploit allows an attacker with valid administrator credentials to the Switch management console to escape the NX-OS command line interface (CLI) and execute arbitrary commands on the Linux underlying operating system. Following the exploitation, ‘Velvet Ant’ deploy tailored malware, which runs on the underlying OS and is invisible to common security tools.
  • The modus-operandi of ‘Velvet Ant’ highlights risks and questions regarding third-party appliances and applications that organizations onboard. Due to the ’black box‘ nature of many appliances, each piece of hardware or software has the potential to turn into the attack surface that an adversary is able to exploit.
  • By enhancing logging, implementing continuous monitoring, and conducting systematic threat hunts on key organizational choke points, organizations can better detect and counteract advanced persistent threats such as ‘Velvet Ant’. For additional, detailed prevention and detection guidelines, see Sygnia’s vulnerability advisory.

Introduction

Sygnia recently published a blog post about a China-Nexus threat group, providing an in-depth analysis of Velvet Ant TTPs that have been seen in the wild. While the previous blog demonstrates the attack flow and compromise, this blog highlights the technique used by Velvet Ant to compromise Cisco Switch appliances and use them to perform stealthy attacks.

In an intrusion that spanned over multiple years, Velvet Ant escalated their tactics to stealthily maintain persistence within networks. For over three years, they evaded detection, gradually infiltrating new Windows systems, servers, and laptops. Gradually, they shifted their operations to legacy Windows systems, such as Windows 2003 servers. These older systems, with their default inadequate logging and inability to support modern security technologies, provided an ideal environment for the attackers to continue their activities undetected.

Next, Velvet Ant adapted their attack approach again and moved to an operational tactic that leveraged network devices such as legacy F5 BIG-IP appliances, as described in the earlier blog post. This tactic allowed the group to obtain a new vantage point – one that is not accessible to the victim, as it is a black box that enables the attackers to avoid detection.

In recently observed attacks , Velvet Ant transitioned to operating from Cisco Nexus switch appliances and exploited a zero-day vulnerability, in order to access the underlying Linux layer of the switch to install their malware – named ‘VELVETSHELL’ by Sygnia. These switch appliances do not give the user access to the underlying operating system, making scanning for indicators of compromise nearly impossible. This shift towards network appliances emphasizes the group’s sophistication and determination to maintain persistence in a compromised environment in order to continue conducting espionage activities.

Jailbreaking a Cisco Switch Appliance using a 0-Day NX-OS CLI Exploit (CVE-2024-20399)

During response activities following a recent Velvet Ant intrusion, a suspicious anomaly was detected on a Cisco switch appliance, prompting deeper investigation. Upon accessing the device, Sygnia observed the threat actor performing reconnaissance activities, including issuing extended ping commands to probe additional network devices, and mapping the routing paths across various VRFs (Virtual Routing and Forwarding). Moreover, the threat actor’s use of the Cisco switch as a main pivot to access additional network devices allowed for clear identification of additional activities originating from known compromised locations.

By investigating the accounting logs of the affected system, Sygnia discovered several suspicious Base64-encoded commands that were executed using valid administrative credentials. These commands were identified as being not merely unusual administrative commands, but rather part of an exploit leveraging a command injection vulnerability. The threat actor utilized this technique to execute a malicious script to load and execute a backdoor binary on the device, thereby bypassing standard security mechanisms.

Snippet from the accounting log of the Cisco Nexus switch, showing the command injection vulnerability used by Velvet Ant.
Figure 1: Snippet from the accounting log of the Cisco Nexus switch, showing the command injection vulnerability used by Velvet Ant.

Cisco NX-OS in a Nutshell

Cisco NX-OS is a network operating system designed specifically for Cisco’s Nexus-series switches. It operates with a distinct layered architecture, consisting of an ‘application’ level and an underlying Linux-based OS level. The ‘application’ level is what a network administrator would interact with through the CLI, providing commands tailored for network management tasks such as configuring routing, managing interfaces, and monitoring network performance.

By design, end users are restricted to the application level to ensure a secure and controlled environment. This layer is robust and is equipped with numerous security mechanisms to prevent unauthorized access and to maintain the integrity of network operations. However, the underlying Linux OS layer, which forms the foundation of the NX-OS, is typically hidden and inaccessible to end users. It handles the core system functions, running processes and managing resources that are critical to the switch’s operation.

Velvet Ant discovered and utilized a zero-day command injection vulnerability in the Cisco NX-OS Software CLI to bypass the restrictive application layer. This vulnerability was later assigned the CVE ID of CVE-2024-20399. By leveraging this vulnerability, the group gained unauthorized access to the underlying Linux OS level. This access provided the attackers with elevated control over the switch, enabling them to execute malicious scripts and manipulate the system beyond the intended administrative capabilities.

NX-OS Linux Layer Post-Exploitation and Malware Deployment

After accessing the compromised system, Velvet Ant focused on deploying the VELVETSHELL malware on the device and obfuscating its presence. The bash history file reveals a methodical approach to post-exploitation tasks. First, the threat actor created a file, and then decoded its Base64-encoded content into another file – which was later renamed ‘ufdm.so’- this change suggests that it contained the malicious payload.

Snippet from the accounting log of the Cisco Nexus switch, showing the command injection vulnerability used by Velvet Ant.
Figure 2: Snippet from the accounting log of the Cisco Nexus switch, showing the command injection vulnerability used by Velvet Ant.

Before the execution of the malware, the threat actor copied the legitimate ‘curl’ binary and renamed it ‘ufdm’ – which is the name of a legitimate binary on Cisco Nexus switch appliances. The ‘LD_PRELOAD’ environment variable was then set to load ‘ufdm.so’, allowing the attacker to inject their code into the masqueraded ‘/root/ufdm’ process, thereby gaining control over the execution flow. The threat actor then checked the running processes and active network connections using the ‘ps’ and ‘netstat’ commands respectively – likely, to ensure that their malware was running as intended, and to assess the system’s network activity. After executing their payload, the threat actor meticulously removed traces of their actions by deleting the renamed ‘ufdm’ and ‘ufdm.so’ files, in an attempt to cover their tracks and avoid detection. This sequence highlights the sophistication and stealth of the threat actor’s operations during the post-exploitation phase.

VELVETSHELL Analysis

Despite the malware being deleted by the threat actor, Sygnia was able to reconstruct it from the device memory through a detailed forensic process. By processing and analyzing the reconstructed VELVETSHELL malware, it was determined that it is a hybrid customized version of two open-source tools: TinyShell, a Unix backdoor, and 3proxy, a proxy tool. Both tools were utilized separately in the past for nefarious purposes; however, in this case, they were identified as being incorporated into a single binary.

As a hybrid of known tools, and with the additional analysis of the binary for confirmation, the VELVETSHELL malware provides multiple capabilities – such as execution of arbitrary commands, download and upload of files, and establishing tunnels for proxying network traffic. These functionalities provided the threat actor with extensive control over the compromised system, enabling both data exfiltration and persistent access.

Snippet from ‘IDA’ decompile software, showing the reconstructed VELVETSHELL malware functions, which include 3proxy functionalities.
Figure 3: Snippet from ‘IDA’ decompile software, showing the reconstructed VELVETSHELL malware functions, which include 3proxy functionalities.
Figure 4: Snippet from ‘IDA’ a decompile software, showing the reconstructed VELVETSHELL malware functions, which include ‘TinyShell’ functionalities.

A Note on ‘Velvet Ant’

Over the years of espionage activities ‘Velvet Ant’ increased their sophistication, using evolving tactics to continue their cyber operations in a victim network – from operating on ordinary endpoints, shifting operations to legacy servers and finally moving towards network appliances and using 0-days. The determination, adaptability and persistence of such threat actors highlights the sensitivity of a holistic response plan to not only contain and mitigate the threat but also monitor the network for additional attempts to exploit the network.

Appendix I: Indicators of Compromise

ValueTypeDescription 
/bootflash/id.txtFile pathN/A
/bootflash/1File pathN/A
/root/ufdmFile pathRenamed curl
/root/ufdm.soFile pathMalicious library
/root/aFile pathN/A
/root/tFile pathN/A
/root/1File pathN/A
/root/2File pathN/A

Appendix II: MITRE ATT&CK Matrix Mapping

  1. Execution
    1. T1059.008 – Command and Scripting Interpreter: Network Device CLI
    2. T1059.001 – Command and Scripting Interpreter: Base64 Encoding
  2. Persistence
    1. T1078.003 – Valid Accounts: Local Accounts
  3. Privilege Escalation
    1. T1068 – Exploitation for Privilege Escalation
  4. Defense Evasion
    1. T1574.006 – Hijack Execution Flow: Dynamic Linker Hijacking
    2. T1070.004 – Indicator Removal: File Deletion
    3. T1036.003 – Masquerading: Rename System Utilities
    4. T1036.005 – Masquerading: Match Legitimate Name or Location
    5. T1027.013 – Obfuscated Files or Information: Encrypted/Encoded File
  5. Discovery
    1. T1046 – Network Service Discovery
    2. T1018 – Remote System Discovery
    3. T1049 – System Network Connections Discovery
    4. T1057 – Process Discovery
  6. Lateral Movement
    1. T1021.004 – Remote Services: SSH
    2. T1570 – Lateral Tool Transfer
  7. Command and Control
    1. T1090.001 – Proxy: Internal Proxy

If you were impacted by this attack or are seeking guidance on how to prevent similar attacks, please contact us at [email protected] or our 24-hour hotline +1-877-686-8680.

This advisory and any information or recommendation contained here has been prepared for general informational purposes and is not intended to be used as a substitute for professional consultation on facts and circumstances specific to any entity. While we have made attempts to ensure the information contained herein has been obtained from reliable sources and to perform rigorous analysis, this advisory is based on initial rapid study, and needs to be treated accordingly. Sygnia is not responsible for any errors or omissions, or for the results obtained from the use of this Advisory. This advisory is provided on an as-is basis, and without warranties of any kind.

About the Author
Sygnia Team
APA citation (7th Ed.)

Sygnia Team. (2024, August 22). China-Nexus Threat Group ‘Velvet Ant’ Leverages a Zero-Day to Deploy Malware on Cisco Nexus Switches, Sygnia.
https://sygnia-stg.prpl.global/blog/china-threat-group-velvet-ant-cisco-zero-day/

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Vice Society TTPs: Insights from a Real-World Ransomware Investigation

Get technical insights based on forensic investigations of Vice Society (ransomware group carrying out double extortion attacks) conducted by our IR team.
Luna Moth Ransomware: The Threat Actors Behind Recent False Subscription Scams
Blog

Luna Moth Ransomware: The Threat Actors Behind Recent False Subscription Scams

Sygnia’s team identified 'Luna Moth' ransom group. The threat actors resemble false subscription scammers, focusing on corporate data theft.
Hybrid Phishing Attack Vector – Complementing Phishing Campaigns
Blog

Hybrid Phishing Attack Vector – Complementing Phishing Campaigns

Cyber-crime groups are targeting Java-based infrastructures susceptible to the Log4Shell vulnerability and are delivering Qakbot phishing emails
The Misconceptions of 2021’s Black Swan Cyber Events
Blog

The Misconceptions of 2021’s Black Swan Cyber Events

Here are 3 common misconceptions about Black swan events that are considered incidents with high impact and low frequency that are impossible to predict.
Key Takeaways Leak of Conti crime group information
Threat Reports and Advisories

Key Takeaways Leak of Conti crime group information

Shared thoughts and insights following our analysis of the leaked Conti (cyber crime group) information and the groups modus operandi.
Breaking Down the Casbaneiro Infection Chain
Blog

Breaking Down the Casbaneiro Infection Chain

The Casbaneiro banking trojan targets financial organizations to steal user data for financial gain. Get a detailed “attacker fingerprint”.
Potential Okta Breach
Threat Reports and Advisories

Potential Okta Breach

In light of evidence of a successful Okta breach, we recommend taking several steps to mitigate potential risk for organizations leveraging Okta solutions.
Russia–Ukraine Conflict Escalation
Threat Reports and Advisories

Russia–Ukraine Conflict Escalation

An advisory to keep leadership updated & support global organizations enhance cyber resilience as we monitor the conflict between Russia & Ukraine.
It’s a Threat Actor’s Paradise: Getting Ahead of Attackers in 2022
Blog

It’s a Threat Actor’s Paradise: Getting Ahead of Attackers in 2022

Achieving cyber resilience in the hostile attack terrain comes down to an organization’s ability to flip the asymmetry between them and the threat actors.
Log4Shell Remote Code Execution
Threat Reports and Advisories

Log4Shell Remote Code Execution

Critical remote code execution vulnerability in a software logging package called “Log4Shell” (CVE-2021-44228) is impacting millions of devices globally
Recent Waves of Phishing Attacks Overpowering 2-factor Authentication
Blog

Recent Waves of Phishing Attacks Overpowering 2-factor Authentication

Phishing attacks are still a leading attack vector for threat actors globally, & are evolving in prevalence & sophistication given work-from-home models
Kaseya Ransomware Supply Chain Attack
Threat Reports and Advisories

Kaseya Ransomware Supply Chain Attack

Get a deep dive into the Kaseya ransomware attack, and how you can deploy effective defense strategies.
Detection And Hunting Of Golden SAML Attack
Threat Reports and Advisories

Detection And Hunting Of Golden SAML Attack

Get actionable insights on how to detect a Golden SAML attack vector and an overview of the compromise at SolarWinds.
Demystifying The PrintNightmare Vulnerability
Threat Reports and Advisories

Demystifying The PrintNightmare Vulnerability

Learn about the PrintNightmare vulnerability, why it's such a cause for concern and how to mitigate the risk.
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