{"id":76115,"date":"2025-09-24T13:06:38","date_gmt":"2025-09-24T13:06:38","guid":{"rendered":""},"modified":"2025-10-04T06:13:58","modified_gmt":"2025-10-04T12:13:58","slug":"cve-2025-23316-critical-vulnerability-in-nvidia-triton-inference-server-leading-to-remote-code-execution","status":"publish","type":"post","link":"https:\/\/www.ameeba.com\/blog\/cve-2025-23316-critical-vulnerability-in-nvidia-triton-inference-server-leading-to-remote-code-execution\/","title":{"rendered":"<strong>CVE-2025-23316: Critical Vulnerability in NVIDIA Triton Inference Server Leading to Remote Code Execution<\/strong>"},"content":{"rendered":"<p><strong>Overview<\/strong><\/p>\n<p>We are taking a deep dive into a critical vulnerability in the NVIDIA Triton Inference Server for both Windows and Linux systems. Identified as CVE-2025-23316, this vulnerability could potentially compromise systems, leading to data leakage. It is specifically located within the Python backend of the server, affecting the model control APIs. This <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-50972-sql-injection-vulnerability-in-abantecart-1-4-2-with-a-high-severity-score\/\"  data-wpil-monitor-id=\"83504\">vulnerability is of utmost importance due to its severe<\/a> impact on system integrity, confidentiality, and availability, as it can lead to remote code execution, denial of service, information disclosure, and data tampering.<\/p>\n<p><strong>Vulnerability Summary<\/strong><\/p>\n<p>CVE ID: CVE-2025-23316<br \/>\nSeverity: Critical &#8211; 9.8 CVSS Score<br \/>\nVector: Network<br \/>\nPrivileges Required: None<br \/>\nUser Interaction: None<br \/>\nImpact: Potential system compromise or data leakage, <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-0074-critical-remote-code-execution-vulnerability-in-sdp-discovery\/\"  data-wpil-monitor-id=\"83570\">remote code execution<\/a>, denial of service, information disclosure, and data tampering.<\/p>\n<p><strong>Affected Products<\/strong><\/p><div id=\"ameeb-929074058\" class=\"ameeb-content-2 ameeb-entity-placement\"><div style=\"border-left: 4px solid #555; padding-left: 20px; margin: 48px 0; font-family: Roboto, sans-serif; color: #ffffff; line-height: 1.6; max-width: 720px;\">\r\n  <h2 style=\"margin-top: 0; font-size: 22px; font-weight: 600; display: flex; align-items: center; letter-spacing: -0.02em;\">\r\n    <a href=\"https:\/\/www.ameeba.com\/chat\" style=\"display: inline-flex; align-items: center; margin-right: 10px;\">\r\n      <img decoding=\"async\" src=\"https:\/\/www.ameeba.com\/blog\/wp-content\/uploads\/2025\/10\/Best-App-icon-Ameeba.png\" alt=\"Ameeba Chat Icon\" style=\"width: 42px; height: 42px;\" \/>\r\n    <\/a>\r\n    Share secrets securely\r\n  <\/h2>\r\n\r\n  <p style=\"margin-bottom: 14px; color: #d1d5db;\">\r\n    Ameeba is private infrastructure for communication and sensitive work built on encrypted identity instead of exposed corporate identity systems.\r\n  <\/p>\r\n\r\n  <p style=\"margin-bottom: 18px; color: #a1a1aa;\">\r\n    Passwords, credentials, confidential files, screenshots, internal discussions, sensitive AI context, and private coordination should not become exposed across ordinary communication platforms.\r\n  <\/p>\r\n\r\n  <ul style=\"list-style: none; padding-left: 0; margin-bottom: 24px; color: #e4e4e7;\">\r\n    <li style=\"margin-bottom: 8px;\">\u2022 Encrypted identity<\/li>\r\n    <li style=\"margin-bottom: 8px;\">\u2022 Private Spaces for organizations and teams<\/li>\r\n    <li style=\"margin-bottom: 8px;\">\u2022 End-to-end encrypted chat, calls, files, and notes<\/li>\r\n    <li style=\"margin-bottom: 8px;\">\u2022 Sensitive AI work and protected collaboration<\/li>\r\n    <li>\u2022 Built for information that cannot leak<\/li>\r\n  <\/ul>\r\n\r\n  <p style=\"font-style: italic; font-weight: 600; margin-bottom: 24px; color: #ffffff;\">\r\n    Our mission is to secure human work alongside AI.\r\n  <\/p>\r\n\r\n  <div style=\"display: flex; flex-wrap: wrap; gap: 12px;\">\r\n    <a href=\"https:\/\/www.ameeba.com\/chat\/download\" style=\"background-color: #ffffff; color: #000000; padding: 10px 20px; text-decoration: none; border-radius: 8px; font-weight: 500;\">\r\n      Download Ameeba\r\n    <\/a>\r\n\r\n    <a href=\"https:\/\/www.ameeba.com\/chat\" style=\"border: 1px solid #ffffff; color: #ffffff; padding: 10px 20px; text-decoration: none; border-radius: 8px; font-weight: 500;\">\r\n      Learn More\r\n    <\/a>\r\n  <\/div>\r\n<\/div><\/div>\n<p>Product | Affected Versions<\/p>\n<p>NVIDIA Triton Inference Server | All versions before the patch<\/p>\n<p><strong>How the Exploit Works<\/strong><\/p>\n<p>The vulnerability lies in the Python backend of the <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-57808-critical-vulnerability-in-esphome-web-server-authentication\/\"  data-wpil-monitor-id=\"86053\">NVIDIA Triton Inference<\/a> Server. An attacker can manipulate the model name parameter in the model control <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-50979-sql-injection-vulnerability-in-nodebb-s-search-categories-api-endpoint\/\"  data-wpil-monitor-id=\"85974\">APIs to trigger the vulnerability<\/a>. This manipulation may cause a <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-54493-critical-buffer-overflow-vulnerability-in-the-biosig-project-libbiosig-3-9-0\/\"  data-wpil-monitor-id=\"83410\">buffer overflow<\/a> or other undefined behavior that could allow an attacker to execute arbitrary code remotely. As the server does not properly validate the model name parameter, a maliciously crafted model name could result in the execution of unintended instructions. This could <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-9253-stack-based-buffer-overflow-on-linksys-wi-fi-range-extenders-leading-to-potential-system-compromise\/\"  data-wpil-monitor-id=\"84189\">lead to a range<\/a> of outcomes, including denial of service, confidential information disclosure, data tampering, and even full system compromise.<\/p>\n<p><strong>Conceptual Example Code<\/strong><\/p><div id=\"ameeb-2408654701\" class=\"ameeb-content ameeb-entity-placement\"><div class=\"poptin-embedded\" data-id=\"f6b387694f681\"><\/div>\r\n\r\n\r\n\r\n\r\n\r\n<\/div>\n<p>Here&#8217;s a conceptual example demonstrating how an attacker might exploit this vulnerability. Note that this is a simplified representation and actual exploit might require more sophisticated techniques.<\/p>\n<pre><code class=\"\" data-line=\"\">POST \/v1\/models\/{malicious_model_name}\/versions\/1:predict HTTP\/1.1\nHost: target.example.com\nContent-Type: application\/json\n{ &quot;inputs&quot;: [...] }<\/code><\/pre>\n<p>In the above example, the `{malicious_model_name}` would be replaced with a specially crafted string that exploits the <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-22429-critical-privilege-escalation-vulnerability-due-to-a-logic-error\/\"  data-wpil-monitor-id=\"86279\">vulnerability in the model name handling logic<\/a> of the NVIDIA Triton Inference Server.<\/p>\n<p><strong>Mitigation<\/strong><\/p>\n<p>To mitigate this vulnerability, apply the vendor-provided patch as soon as possible. Until the patch can be applied, a Web Application Firewall (WAF) or Intrusion Detection System (IDS) could be used as a temporary mitigation to block or alert on suspicious activities. Ensure these systems are configured correctly to detect and prevent the exploitation of this vulnerability. Also, consider limiting the exposure of the <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-40804-unauthenticated-network-share-exposure-in-simatic-virtualization-as-a-service-sivaas\/\"  data-wpil-monitor-id=\"88849\">NVIDIA Triton Inference Server<\/a> to the internet and restrict its access to trusted networks only.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Overview We are taking a deep dive into a critical vulnerability in the NVIDIA Triton Inference Server for both Windows and Linux systems. Identified as CVE-2025-23316, this vulnerability could potentially compromise systems, leading to data leakage. It is specifically located within the Python backend of the server, affecting the model control APIs. This vulnerability is [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[1],"tags":[],"vendor":[88,82,83],"product":[],"attack_vector":[86,87,80],"asset_type":[],"severity":[],"exploit_status":[],"class_list":["post-76115","post","type-post","status-publish","format-standard","hentry","category-uncategorized","vendor-linux","vendor-microsoft","vendor-nvidia","attack_vector-buffer-overflow","attack_vector-dos","attack_vector-rce"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/76115","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/comments?post=76115"}],"version-history":[{"count":8,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/76115\/revisions"}],"predecessor-version":[{"id":81659,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/76115\/revisions\/81659"}],"wp:attachment":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/media?parent=76115"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/categories?post=76115"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/tags?post=76115"},{"taxonomy":"vendor","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/vendor?post=76115"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/product?post=76115"},{"taxonomy":"attack_vector","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/attack_vector?post=76115"},{"taxonomy":"asset_type","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/asset_type?post=76115"},{"taxonomy":"severity","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/severity?post=76115"},{"taxonomy":"exploit_status","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/exploit_status?post=76115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}