SecureForge: Finding and Preventing Vulnerabilities in LLM-Generated Code Via Prompt Optimization

LLM coding agents now generate code at an unprecedented scale, yet LLM-generated code introduces cybersecurity vulnerabilities into codebases without human involvement. Even when frontier models are explicitly asked to write secure production code with relevant weaknesses to avoid in context, we...

CI4MS Code Issues and Vulnerabilities

CI4MS is an open-source blog page management tool developed by Ci4MS. There were code issues and vulnerabilities in versions of CI4MS from 0.26.0 to 0.31.8.0. These vulnerabilities stemmed from the auth filter disabling the check for banning/banned users...

OpenSTAManager code-related vulnerabilities

OpenSTAManager is an open-source management software for technical assistance and billing developed by Devcode. Versions of OpenSTAManager 2.10 and earlier had code-related vulnerabilities, which stemmed from arbitrary file upload vulnerabilities in the module update function...

HyperChat code-related vulnerabilities

HyperChat is an open-source local AI agent platform developed by dadigua. It supports configuration-driven and project-level AI expertise. Versions of HyperChat 2.0.0-alpha.63 and earlier have code vulnerabilities. These vulnerabilities stem from the baseurl parameter in the fetch function of the...

OpenClaw code issues and vulnerabilities

OpenClaw is an open-source intelligent artificial assistant developed by OpenClaw. Versions of OpenClaw prior to 2026.3.31 had code vulnerabilities. These vulnerabilities stemmed from incomplete host-env-security-policy.json files, which failed to restrict compiler binary environment variables. A...

MCP Data Visualization & Experimentation Platform Code Issues and Vulnerabilities

MCP Data Visualization & Experimentation Platform is a large model context protocol developed by alejandro and his team. There are code-related vulnerabilities in MCP Data Visualization & Experimentation Platform. These vulnerabilities stem from improper use of the axios function in the...

Auto Favicon MCP Server code-related vulnerabilities

The Auto Favicon MCP Server is a tool developed by Yuey, a personal developer, for automatically generating website icons. The Auto Favicon MCP Server f189116a9259950c2393f114dbcb94dde0ad864b and previous versions have code vulnerabilities. These vulnerabilities stem from improper handling of the...

AIRA Hub code-related vulnerabilities

AIRA Hub is an internet center developed by IhateCreatingUserNames2, designed for discovering and broadcasting MCP tools and A2A skills. There are code vulnerabilities in AIRA Hub, stemming from the function connectstreamendpoint/syncagents in the AiraHub.py file within the component Endpoint...

Astro code issues and vulnerabilities

Astro is a content-driven website framework developed by Astro OpenSource. Versions of Astro prior to 13.1.10 had code vulnerabilities. These vulnerabilities stemmed from the use of default redirection behavior in fetch calls, which could allow Cloudflare Workers to bypass domain whitelist checks...

IBM Guardium Data Protection code issue vulnerability

IBM Guardium Data Protection is a comprehensive data security platform developed by the American company International Business Machines IBM. There are code-related vulnerabilities in versions 12.0, 12.1, and 12.2 of IBM Guardium Data Protection. These vulnerabilities stem from security...

Microsoft Dynamics 365 Online code-related vulnerabilities

Microsoft Dynamics 365 Online is a management software developed by Microsoft Corporation, designed for monitoring employee behavior and analyzing work efficiency. There are code vulnerabilities in Microsoft Dynamics 365 Online, which stem from server-side request forgery. These vulnerabilities m...

Flowise code issue vulnerabilities

Flowise is an open-source tool developed by FlowiseAI, designed for easily building LLM applications. Prior versions of Flowise, such as 3.1.0, contained code vulnerabilities. These vulnerabilities stemmed from multiple logical flaws in the security wrapper, allowing attackers to bypass the...

OpenClaw code issues and vulnerabilities

OpenClaw is an open-source intelligent artificial assistant developed by OpenClaw. Versions of OpenClaw prior to 2026.3.31 had code vulnerabilities. These vulnerabilities stemmed from a server-side request forgeing mechanism in the market plugin download function, which could allow attackers to...

Chamilo code issue vulnerabilities

Chamilo is an open-source learning management system developed by Chamilo. Version Chamilo 2.0-RC.2 has code vulnerabilities. These vulnerabilities stem from the fact that the install.ajax.php file can be accessed without authentication. This could allow unauthorized attackers to exploit the SMTP...

Samsung Mobile Devices Code-Related Vulnerabilities

Samsung Mobile devices are a series of mobile devices produced by Samsung Electronics in South Korea. These devices include smartphones, tablets, etc. There are code vulnerabilities in Samsung Mobile devices, which stem from improper handling of exception conditions. These vulnerabilities could...

KeePassXC code-related vulnerabilities

KeePassXC is an open-source cross-platform password manager. KeePassXC has code vulnerabilities, which stem from uncontrolled OpenSSL configuration paths, potentially leading to local privilege escalation...

GeoNode code-related vulnerabilities

GeoNode is an open-source platform that facilitates the creation, sharing, and collaborative use of geospatial data. Versions of GeoNode prior to 4.4.5 and 5.0.2 have code vulnerabilities due to insufficient validation of the docurl parameter, which may lead to server-side request forgeing attack...

OpenClaw code issues and vulnerabilities

OpenClaw is an open-source intelligent artificial assistant developed by OpenClaw. Versions of OpenClaw prior to 2026.1.26 have code vulnerabilities. These vulnerabilities stem from incorrect operations on the src/agents/tools/web-fetch.ts file, which may lead to server-side request forgery attac...

PraisonAI code-related vulnerabilities

PraisonAI is a low-code multi-agent collaboration framework developed by Mervin Praison. Versions of PraisonAI prior to 1.5.128 contained code vulnerabilities. These vulnerabilities stemmed from the webcrawl’s httpx backtracking path, which directly passed the user-provided URL to...

Sonicverse code issues and vulnerabilities

Sonicverse is an open-source, hosted real-time radio audio streaming solution developed by Sonicverse. There are code-related vulnerabilities in Sonicverse; these vulnerabilities stem from the API client accepting user-controlled URLs with insufficient validation. This could allow authenticated...