CVE-2026-24227Network attack vector

Unauthenticated code execution via unsafe deserialization

Published Jul 14, 2026 · Updated Jul 14, 2026

Deserialization of untrusted data in NVIDIA TensorRT 10.16.1 and earlier allows remote attackers to execute code through crafted input. NVIDIA has not disclosed the affected deserialization routine, accepted data format, or the wrong operation performed on attacker-controlled data. Network access is sufficient without privileges or user interaction, but NVIDIA's assessment records only low availability impact despite listing code execution as the potential outcome.

CVSS severity5.3
Medium
EPSS probability1.02%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Deserialization of untrusted data in NVIDIA TensorRT 10.16.1 and earlier allows remote attackers to execute code through crafted input. NVIDIA has not disclosed the affected deserialization routine, accepted data format, or the wrong operation performed on attacker-controlled data. Network access is sufficient without privileges or user interaction, but NVIDIA's assessment records only low availability impact despite listing code execution as the potential outcome.

The record

CVE
CVE-2026-24227
Published
Jul 14, 2026
Updated
Jul 14, 2026
Vendor
DPDK Project
Product
TensorRT
Classifications
CWE-502, T1203
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Jul 14, 2026CVE publishedPublication date reported by the CVE source.
  2. Jul 14, 2026Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=v0 - v10.16.1 <=v1.3.0 rc14

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

DPDK Project · TensorRTversion=v0 - v10.16.1 <=v1.3.0 rc14

Published CVSS scores

5.3NVIDIA CorporationCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
9.8NIST NVDCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitUnconfirmed

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
T1203Exploitation for Client Execution

Public exploit references

No public exploit references are available in this record.

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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