CVE-2025-33214

8.8 HIGH

📋 TL;DR

NVIDIA NVTabular for Linux has a deserialization vulnerability in its Workflow component that could allow attackers to execute arbitrary code, cause denial of service, disclose information, or tamper with data. This affects systems running vulnerable versions of NVTabular, particularly those processing untrusted data through the Workflow component.

💻 Affected Systems

Products:
  • NVIDIA NVTabular
Versions: Versions prior to the patched release
Operating Systems: Linux
Default Config Vulnerable: ⚠️ Yes
Notes: Vulnerability is in the Workflow component when processing serialized data

⚠️ Manual Verification Required

This CVE does not have specific version information in our database, so automatic vulnerability detection cannot determine if your system is affected.

Why? The CVE database entry doesn't specify which versions are vulnerable (no version ranges provided by the vendor/NVD).

🔒 Custom verification scripts are available for registered users. Sign up free to download automated test scripts.

Recommended Actions:
  1. Review the CVE details at NVD
  2. Check vendor security advisories for your specific version
  3. Test if the vulnerability is exploitable in your environment
  4. Consider updating to the latest version as a precaution

⚠️ Risk & Real-World Impact

🔴

Worst Case

Remote code execution with full system compromise, data exfiltration, and persistent backdoor installation

🟠

Likely Case

Denial of service through application crashes or data corruption in workflow processing

🟢

If Mitigated

Limited impact with proper input validation and network segmentation

🌐 Internet-Facing: HIGH if NVTabular workflows are exposed to untrusted external inputs
🏢 Internal Only: MEDIUM as exploitation requires access to workflow processing capabilities

🎯 Exploit Status

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

Exploitation requires ability to submit malicious serialized data to the Workflow component

🛠️ Fix & Mitigation

✅ Official Fix

Patch Version: Check NVIDIA advisory for specific patched version

Vendor Advisory: https://nvidia.custhelp.com/app/answers/detail/a_id/5739

Restart Required: Yes

Instructions:

1. Review NVIDIA security advisory
2. Update NVTabular to patched version
3. Restart affected services
4. Validate workflow functionality

🔧 Temporary Workarounds

Restrict Workflow Input Sources

linux

Limit workflow data sources to trusted internal systems only

Network Segmentation

all

Isolate NVTabular systems from untrusted networks

🧯 If You Can't Patch

  • Implement strict input validation for all workflow data
  • Monitor for anomalous workflow processing behavior

🔍 How to Verify

Check if Vulnerable:

Check NVTabular version against NVIDIA advisory

Check Version:

python -c "import nvtabular; print(nvtabular.__version__)"

Verify Fix Applied:

Confirm version is updated to patched release and test workflow functionality

📡 Detection & Monitoring

Log Indicators:

  • Unusual workflow processing errors
  • Unexpected process spawns from NVTabular
  • Memory allocation failures

Network Indicators:

  • Unexpected connections from NVTabular processes
  • Anomalous data transfers

SIEM Query:

source="nvtabular" AND (error OR exception OR crash)

🔗 References

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