CVE-2025-23317 is a critical vulnerability in the HTTP server component of NVIDIA Triton Inference Server. According to the provided content, the flaw can be triggered by sending a specially crafted HTTP request to an exposed Triton endpoint, including inference or administrative endpoints. The issue is described as stemming from insufficient input validation, unsafe memory allocation, and improper boundary checking during HTTP request parsing, including handling of malformed, oversized, or chunked-transfer data structures. This can lead to buffer overflow or related memory corruption conditions in the HTTP server request-handling path. Successful exploitation may allow an unauthenticated remote attacker to execute arbitrary code in the context of the Triton server process, including spawning a reverse shell.
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What an attacker gets, and what they’ve been doing with it.
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Patch, then assume compromise.
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No public exploit code observed for this vulnerability.
Products and vendors Mallory has correlated with this vulnerability. Open in Mallory to drill down to specific CPE configurations and version ranges.
Vendor-confirmed product mapping. Mallory continuously reconciles this list against your asset inventory.
4 sources tracked across advisories, community write-ups, and news. New activity surfaces here as Mallory finds it.
Query your assets running an affected version, and investigate the blast radius.
Every observed campaign linking this CVE to a named adversary.
Malware families riding this exploit, with evidence and IOCs.
YARA, Sigma, Snort, and vendor rules, auto-deployed to your SIEM.
Cross-references every affected SKU, including bundled OEM variants.
Community discussion across Reddit, Mastodon, and other social sources.