Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Remote unauthenticated authentication bypass (AV:N/AC:L/PR:N/UI:N) granting full read, write, and DoS over stored data justifies C:H/I:H/A:H; scope unchanged as impact stays within the storage service.
Primary rating from Vendor (nvidia).
CVSS VectorVendor: nvidia
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Lifecycle Timeline
1DescriptionCVE.org
NVIDIA AIStore framework contains a vulnerability where an attacker could bypass authentication. A successful exploit of this vulnerability might lead to denial of service, escalation of privileges, information disclosure, and data tampering.
Articles & Coverage 2
AnalysisAI
Authentication bypass in NVIDIA AIStore, a scalable distributed object-storage framework for AI/ML data pipelines, lets a remote attacker circumvent access controls (CWE-290) and reach protected functionality without valid credentials. Because the flaw yields full confidentiality, integrity, and availability impact (CVSS 9.8), successful exploitation can enable information disclosure of stored datasets, tampering with training data, privilege escalation, and denial of service. There is no public exploit identified at time of analysis and the CVE is not listed in CISA KEV.
Technical ContextAI
AIStore (AIS) is NVIDIA's open-source, lightweight object-storage system designed to serve large-scale AI/ML training and inference over commodity hardware, typically fronting datasets via an S3-compatible/HTTP API across a cluster of proxy and target nodes. The weakness is classed as CWE-290 (Authentication Bypass by Spoofing), meaning the framework's authentication or identity-verification logic can be satisfied by a request that should not be trusted - for example a spoofed identity, missing token validation, or a trust decision based on attacker-controllable input. The affected CPE is cpe:2.3:a:nvidia:aistore_framework:*:*:*:*:*:*:*:*, indicating all versions prior to the fix are in scope pending confirmation of a fixed release.
RemediationAI
Consult the NVIDIA product-security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5849 and upgrade AIStore to the fixed release identified there; no vendor-released patch version was independently confirmed in the available data, so the advisory is the authoritative source for the exact fixed build. Until patched, restrict network reachability of AIStore proxy/gateway and target node HTTP/S3 API endpoints to trusted management and compute subnets via firewall or security-group rules (trade-off: may break clients that reach the cluster over broader networks), place the cluster behind an authenticating reverse proxy or service mesh that enforces identity independently of AIStore's own check (trade-off: added latency and operational complexity), and enable/verify AIStore's authentication (AuthN) server and token enforcement where applicable. Monitor access logs for anomalous unauthenticated or spoofed-identity requests to storage endpoints.
Same weakness CWE-290 – Authentication Bypass by Spoofing
View allSame technique Authentication Bypass
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-41028
GHSA-68qm-9rgj-p4pg