CVE-2025-23313

7.8 HIGH

📋 TL;DR

CVE-2025-23313 is a code injection vulnerability in NVIDIA's NeMo Framework NLP component that allows attackers to execute arbitrary code by providing malicious data. Successful exploitation could lead to remote code execution, privilege escalation, data theft, or system compromise. All users running vulnerable versions of NVIDIA NeMo Framework are affected.

💻 Affected Systems

Products:
  • NVIDIA NeMo Framework
Versions: All versions prior to the patched version
Operating Systems: All platforms
Default Config Vulnerable: ⚠️ Yes
Notes: Affects the NLP component specifically; requires the framework to be processing untrusted input data.

📦 What is this software?

⚠️ Risk & Real-World Impact

🔴

Worst Case

Complete system compromise with attacker gaining full control over the affected system, data exfiltration, and lateral movement within the network.

🟠

Likely Case

Unauthorized code execution leading to data tampering, information disclosure, and potential privilege escalation within the NeMo Framework context.

🟢

If Mitigated

Limited impact through proper input validation and sandboxing, potentially resulting in denial of service rather than full code execution.

🌐 Internet-Facing: HIGH
🏢 Internal Only: MEDIUM

🎯 Exploit Status

Public PoC: ✅ No
Weaponized: UNKNOWN
Unauthenticated Exploit: ⚠️ Yes
Complexity: MEDIUM

Exploitation requires the attacker to provide malicious data to the NLP component, which could be achieved through various input vectors.

🛠️ Fix & Mitigation

✅ Official Fix

Patch Version: Check NVIDIA advisory for specific patched versions

Vendor Advisory: https://nvidia.custhelp.com/app/answers/detail/a_id/5689

Restart Required: Yes

Instructions:

1. Review NVIDIA advisory CVE-2025-23313
2. Update NVIDIA NeMo Framework to the latest patched version
3. Restart affected services
4. Verify the update was successful

🔧 Temporary Workarounds

Input Validation and Sanitization

all

Implement strict input validation and sanitization for all data processed by the NLP component

Network Segmentation

all

Isolate NeMo Framework instances from untrusted networks and limit access to trusted sources only

🧯 If You Can't Patch

  • Implement strict network access controls to limit exposure to trusted sources only
  • Deploy application-level firewalls or WAFs to filter malicious input patterns

🔍 How to Verify

Check if Vulnerable:

Check the NeMo Framework version against the vulnerable version range specified in NVIDIA's advisory

Check Version:

Check NeMo Framework documentation for version checking commands specific to your deployment

Verify Fix Applied:

Verify the installed version matches or exceeds the patched version listed in NVIDIA's advisory

📡 Detection & Monitoring

Log Indicators:

  • Unusual process execution from NeMo Framework components
  • Unexpected system commands being executed
  • Abnormal NLP processing patterns or errors

Network Indicators:

  • Unusual outbound connections from NeMo Framework instances
  • Suspicious data patterns being sent to NLP endpoints

SIEM Query:

Process execution from nemo* OR nlp* with suspicious command arguments OR network connections from nemo* to external IPs

🔗 References

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