{"id":44925,"date":"2025-05-27T17:56:47","date_gmt":"2025-05-27T17:56:47","guid":{"rendered":""},"modified":"2025-06-10T17:56:26","modified_gmt":"2025-06-10T23:56:26","slug":"cve-2025-46724-critical-code-injection-vulnerability-in-langroid-python-framework","status":"publish","type":"post","link":"https:\/\/www.ameeba.com\/blog\/cve-2025-46724-critical-code-injection-vulnerability-in-langroid-python-framework\/","title":{"rendered":"<strong>CVE-2025-46724: Critical Code Injection Vulnerability in Langroid Python Framework<\/strong>"},"content":{"rendered":"<p><strong>Overview<\/strong><\/p>\n<p>In the realm of cybersecurity, securing large language model (LLM) applications is paramount. This blog post discusses a critical vulnerability &#8211; CVE-2025-46724 &#8211; found in Langroid, a Python framework used to build LLM-powered applications. This vulnerability, if exploited, can <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-4809-critical-vulnerability-in-tenda-ac7-router-leads-to-system-compromise\/\"  data-wpil-monitor-id=\"50590\">lead to a system<\/a> compromise or data leakage, affecting any organization that leverages the Langroid framework prior to version 0.53.15. The gravity of this <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-31637-high-risk-sql-injection-vulnerability-in-lambertgroup-shout\/\"  data-wpil-monitor-id=\"51835\">vulnerability underscores the importance of understanding and mitigating cybersecurity risks<\/a> in LLM frameworks.<\/p>\n<p><strong>Vulnerability Summary<\/strong><\/p>\n<p>CVE ID: CVE-2025-46724<br \/>\nSeverity: Critical (CVSS: 9.8)<br \/>\nAttack Vector: Network<br \/>\nPrivileges Required: Low<br \/>\nUser Interaction: Required<br \/>\nImpact: <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-39401-unrestricted-file-upload-leading-to-potential-system-compromise-in-mojoomla-wpams\/\"  data-wpil-monitor-id=\"52360\">System compromise<\/a> or data leakage<\/p>\n<p><strong>Affected Products<\/strong><\/p><div id=\"ameeb-2828049690\" 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: 700px;\">\r\n  <h2 style=\"margin-top: 0; font-size: 20px; font-weight: 600; display: flex; align-items: center;\">\r\n    <a href=\"https:\/\/www.ameeba.com\/chat\" style=\"display: inline-flex; align-items: center; margin-right: 8px;\">\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: 40px; height: 40px;\" \/>\r\n    <\/a>\r\n    A new way to communicate\r\n  <\/h2>\r\n\r\n  <p style=\"margin-bottom: 12px;\">\r\n    Ameeba Chat is built on encrypted identity, not personal profiles.\r\n  <\/p>\r\n\r\n  <p style=\"margin-bottom: 16px;\">\r\n    Message, call, share files, and coordinate with identities kept separate.\r\n  <\/p>\r\n\r\n  <ul style=\"list-style: none; padding-left: 0; margin-bottom: 20px;\">\r\n    <li>\u2022 Encrypted identity<\/li>\r\n    <li>\u2022 Ameeba Chat authenticates access<\/li>\r\n    <li>\u2022 Aliases and categories<\/li>\r\n    <li>\u2022 End-to-end encrypted chat, calls, and files<\/li>\r\n    <li>\u2022 Secure notes for sensitive information<\/li>\r\n  <\/ul>\r\n\r\n  <p style=\"font-style: italic; font-weight: 600; margin-bottom: 24px;\">\r\n    Private communication, rethought.\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: 6px; font-weight: 500;\">Download Ameeba Chat<\/a>\r\n    <a href=\"https:\/\/www.ameeba.com\/chat\" style=\"border: 1px solid #ffffff; color: #ffffff; padding: 10px 20px; text-decoration: none; border-radius: 6px; font-weight: 500;\">Learn More<\/a>\r\n  <\/div>\r\n<\/div>\r\n<\/div>\n<p>Product | Affected Versions<\/p>\n<p>Langroid Python Framework | <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-48481-critical-vulnerability-in-freescout-prior-to-version-1-8-180\/\"  data-wpil-monitor-id=\"57191\">Versions prior<\/a> to 0.53.15<\/p>\n<p><strong>How the Exploit Works<\/strong><\/p>\n<p>Langroid, prior to version 0.53.15, is <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-39481-blind-sql-injection-vulnerability-in-imithemes-eventer\/\"  data-wpil-monitor-id=\"50357\">vulnerable to code injection<\/a> via the `TableChatAgent` which utilizes `pandas eval()`. Untrusted user input, if not properly sanitized, can be manipulated to <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2023-42136-arbitrary-command-execution-vulnerability-in-pax-android-pos-devices\/\"  data-wpil-monitor-id=\"51801\">execute malicious commands<\/a>. In the context of a public-facing LLM application, this <a href=\"https:\/\/www.ameeba.com\/blog\/global-honeypot-creation-exploits-cisco-flaw-unmasking-the-vicioustrap-attack\/\"  data-wpil-monitor-id=\"50976\">flaw can allow an attacker to exploit<\/a> the system, leading to a system compromise or data leakage.<\/p>\n<p><strong>Conceptual Example Code<\/strong><\/p><div id=\"ameeb-1412054076\" 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>Consider a scenario where a malicious actor interacts with a <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-47945-critical-vulnerability-in-donetick-task-management-application-allows-full-account-takeover\/\"  data-wpil-monitor-id=\"51694\">vulnerable application<\/a>. They could craft a payload that exploits the lack of sanitization, as shown below:<\/p>\n<pre><code class=\"\" data-line=\"\">{\n&quot;user_input&quot;: &quot;&#039;; import os; os.system(&#039;rm -rf \/&#039;) #&quot;\n}<\/code><\/pre>\n<p>In this conceptual example, the malicious user input starts with a semicolon, which ends any ongoing commands. The rest of the string is a new command that the attacker wants to execute, in this case, a harmful command that <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-3812-critical-arbitrary-file-deletion-vulnerability-in-wpbot-pro-wordpress-chatbot-plugin\/\"  data-wpil-monitor-id=\"51201\">deletes all files<\/a> in the system.<\/p>\n<p><strong>Mitigation<\/strong><\/p>\n<p>To mitigate this vulnerability, users are strongly recommended to update their Langroid Python Framework to version 0.53.15 or later. This version sanitizes input to `TableChatAgent` by default, effectively preventing the <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2024-55063-critical-code-injection-vulnerabilities-in-easyvirt-dc-netscope\/\"  data-wpil-monitor-id=\"51663\">code injection<\/a> attack vector. If immediate patching is not possible, implementing a Web Application Firewall (WAF) or Intrusion Detection System (IDS) can provide temporary mitigation. Moreover, developers should always sanitize user inputs, even if they seem harmless, to prevent potential exploits.<\/p>\n<p><strong>Conclusion<\/strong><\/p>\n<p>In conclusion, CVE-2025-46724 is a <a href=\"https:\/\/www.ameeba.com\/blog\/cve-2025-47916-critical-remote-code-execution-vulnerability-in-invision-community-5-0-0\/\"  data-wpil-monitor-id=\"50385\">critical vulnerability<\/a> affecting the Langroid Python Framework. By understanding how this vulnerability works and how to mitigate it, organizations can better <a href=\"https:\/\/www.ameeba.com\/blog\/ai-data-security-guidance-a-crucial-move-by-agencies-in-cybersecurity\/\"  data-wpil-monitor-id=\"52359\">secure their systems and data<\/a>, reinforcing the importance of proactive cybersecurity measures.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Overview In the realm of cybersecurity, securing large language model (LLM) applications is paramount. This blog post discusses a critical vulnerability &#8211; CVE-2025-46724 &#8211; found in Langroid, a Python framework used to build LLM-powered applications. This vulnerability, if exploited, can lead to a system compromise or data leakage, affecting any organization that leverages the Langroid [&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":[],"product":[],"attack_vector":[78],"asset_type":[],"severity":[],"exploit_status":[],"class_list":["post-44925","post","type-post","status-publish","format-standard","hentry","category-uncategorized","attack_vector-injection"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/44925","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=44925"}],"version-history":[{"count":11,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/44925\/revisions"}],"predecessor-version":[{"id":51031,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/posts\/44925\/revisions\/51031"}],"wp:attachment":[{"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/media?parent=44925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/categories?post=44925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/tags?post=44925"},{"taxonomy":"vendor","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/vendor?post=44925"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/product?post=44925"},{"taxonomy":"attack_vector","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/attack_vector?post=44925"},{"taxonomy":"asset_type","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/asset_type?post=44925"},{"taxonomy":"severity","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/severity?post=44925"},{"taxonomy":"exploit_status","embeddable":true,"href":"https:\/\/www.ameeba.com\/blog\/wp-json\/wp\/v2\/exploit_status?post=44925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}