Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Primary rating from NVD · only source for this CVE.
CVSS VectorNVD
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Lifecycle Timeline
4DescriptionCVE.org
NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause a server crash by sending a malformed request to the server. A successful exploit of this vulnerability might lead to denial of service.
AnalysisAI
Remote denial of service in NVIDIA Triton Inference Server (all versions prior to r26.02) allows unauthenticated attackers to crash the server via malformed requests. The vulnerability has a CVSS score of 7.5 with network-accessible attack vector and low complexity, requiring no privileges or user interaction. …
Unlock full vulnerability intelligence
- Risk assessment & exploitation conditions
- Attack chain visualization
- Remediation with exact patch versions
- Threat intelligence from 22 sources
- Personal watchlist & email alerts
Free forever · No credit card required
Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | No special conditions — remote unauthenticated attacker can crash NVIDIA Triton Inference Server by sending a malformed request to the default inference endpoint. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | Real-world risk is moderate to high for production deployments. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in. |
| Exploit Scenario | An unauthenticated remote attacker identifies an internet-exposed NVIDIA Triton Inference Server endpoint (common in cloud-hosted ML inference APIs). The attacker crafts HTTP/gRPC requests with malformed numeric fields that trigger the CWE-681 conversion error, such as sending oversized integers, negative values in unsigned fields, or type-mismatched payloads to inference endpoints. … |
| Remediation | Upgrade immediately to NVIDIA Triton Inference Server release r26.02 or later, which addresses the malformed request handling flaw. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours: Identify all Triton Inference Server deployments and document current versions; isolate internet-facing instances behind a Web Application Firewall (WAF) with request validation rules. …
Sign in for detailed remediation steps and compensating controls.
Threat intelligence, references, and detailed analysis are available after sign-in.
NVIDIA Container Toolkit for Linux contains a Time-of-Check Time-of-Use (TOCTOU) vulnerability when used with default co
Remote code execution in ai-scanner versions 1.0.0 through 1.4.0 allows authenticated attackers to inject and execute ar
Authentication bypass in NVIDIA NVFlare Dashboard allows remote unauthenticated attackers to escalate privileges through
Authentication bypass in NVIDIA Triton Inference Server allows unauthenticated remote attackers to reach protected funct
Authentication bypass in NVIDIA AIStore, a scalable distributed object-storage framework for AI/ML data pipelines, lets
Arbitrary file read leading to remote code execution affects Langflow versions prior to 1.9.2 in any flow that uses Base
Unauthenticated remote code execution in NVIDIA Spatial Intelligence Lab's GEN3C inference API server allows network att
NVIDIA DGX Spark GB10 contains a vulnerability in SROOT, where an attacker could use privileged access to gain access to
NVIDIA APEX for Linux contains a deserialization of untrusted data vulnerability that affects environments using PyTorch
Out-of-bounds write in the command interface of NVIDIA ConnectX SmartNICs and BlueField DPUs allows a local user holding
Out-of-bounds write in the command interface of NVIDIA ConnectX network adapters and BlueField DPUs allows a local user
NVIDIA TensorRT-LLM for any platform contains a vulnerability in python executor where an attacker may cause a data vali
Same weakness CWE-681 – Incorrect Conversion between Numeric Types
View allSame technique Denial Of Service
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2026-19757