Protecting Microsoft at AI speed: How SFI proactively hardens our cloud

AI models have reached a threshold where they exhibit expert-level capabilities in vulnerability discovery, exploit chaining, and proof-of-concept generation. As AI-powered vulnerability discovery matures, every organization that builds or runs software at scale needs continuous proactive...

Security Threats and Their Impact on Blockchain Interoperability: Identification and Countermeasures

Blockchain interoperability enables independent blockchain systems to communicate and exchange assets across heterogeneous networks. However, the lack of comprehensive security mechanisms remains a critical weakness -- one that attackers have already exploited to cause hundreds of millions of...

VMware Spring REST Docs code issues and vulnerabilities

VMware Spring REST Docs is a REST API documentation generation framework developed by VMware, Inc. There are code-related vulnerabilities in VMware Spring REST Docs. These vulnerabilities arise when using spring-restdocs-webtestclient or spring-restdocs-restassistant to record remote APIs accesse...

Jenkins code issues and vulnerabilities

Jenkins is an open-source application developed by Jenkins Project. The open-source automation server Jenkins offers hundreds of plugins to support building, deploying, and automating any project. Jenkins versions 2.567 and earlier, as well as LTS 2.555.2 and earlier, have code vulnerabilities...

Crawlee code issues and vulnerabilities

Crawlee is an open-source web scraping and browser automation library developed by Apify. Versions of Crawlee from 1.0.0 to 1.7.0 had code vulnerabilities. These vulnerabilities stemmed from URLs generated using site maps, which could lead to server-side request forgeing attacks...

Lenovo LanSchool Classic code-related vulnerabilities

Lenovo LanSchool Classic is a classroom teaching management software developed by Lenovo Corporation. Lenovo LanSchool Classic has code vulnerabilities, which stem from potentially uncontrolled search paths. These vulnerabilities may allow locally authenticated users to execute arbitrary code wit...

QNAP QTS improper exception handling vulnerabilities

QNAP Systems QTS and QNAP Systems QuTS hero are software products with data storage and management functions developed by QNAP Systems, a company based in Taiwan, China. There are code-related vulnerabilities in QNAP Systems QTS and QNAP Systems QuTS hero, which stem from null pointer...

Microsoft Nuance PowerScribe 360 deserialization vulnerability

Microsoft Nuance PowerScribe is a medical speech recognition and report generation system for radiologists developed by Microsoft. There are code-related vulnerabilities in Microsoft Nuance PowerScribe. Attackers can exploit these vulnerabilities to execute code remotely. The following products a...

Microsoft Exchange Server server request forgery vulnerability

Microsoft Exchange Server is a email service program provided by the American company Microsoft. It offers features such as email access, storage, forwarding, voicemail handling, and email filtering. There are code vulnerabilities in Microsoft Exchange Server. Attackers can exploit these...

Microsoft Windows Kerberos: Improper exception handling vulnerability

Microsoft Windows Kerberos is a software developed by Microsoft for authentication in network clusters. As a network authentication protocol, its primary goal is to provide robust authentication services for client/server applications through a key system. There are code-related vulnerabilities i...

Microsoft Office SharePoint Server deserialization injection vulnerability

Microsoft Office SharePoint is an enterprise content collaboration and document management platform developed by Microsoft Corporation. There are code-related vulnerabilities in Microsoft Office SharePoint. Attackers can exploit these vulnerabilities to gain higher privileges. The following...

Microsoft Exchange Server server request forgery vulnerability

Microsoft Exchange Server is a email service program provided by the American company Microsoft. It offers features such as email access, storage, forwarding, voicemail handling, and email filtering. There are code vulnerabilities in Microsoft Exchange Server. Attackers can exploit these...

Microsoft Windows Storage Permission and Access Control Vulnerabilities

Microsoft Windows Storage is a data storage solution provided by the American company Microsoft. There are code-related vulnerabilities in Microsoft Windows Storage. Attackers can exploit these vulnerabilities to gain elevated privileges. The following products and versions are affected: Windows ...

BlenderMCP code issue vulnerabilities

BlenderMCP is a 3D modeling control tool created by ahujasid, which connects Blender with AI. BlenderMCP has code vulnerabilities; these vulnerabilities stem from the requests.get function in the src/blendermcp/server.py file of the ZIP File Handler component. The function’s handling of the...

MetaGPT code issues and vulnerabilities

MetaGPT is a multi-agent framework developed by MetaGPT Inc. Versions of MetaGPT 0.8.2 and earlier contained code vulnerabilities. These vulnerabilities stemmed from issues with the Message.checkinstructcontent function in the metagpt/schema.py file, which could lead to deserialization attacks...

MCPilot code-related vulnerabilities

MCPilot is a multi-modal interactive assistant developed by Huang Runzhong, which integrates multiple AI models and the MCP protocol. Version 0.1.0 of MCPilot contains code vulnerabilities. These vulnerabilities stem from incorrect handling of the parameter serverBaseUrl in the MCP API Call...

Qualcomm Chipsets code-related vulnerabilities

Qualcomm Chipsets are a series of chipset developed by Qualcomm Incorporation. Qualcomm Chipsets have code-related vulnerabilities, which stem from memory corruption during memory copy operations due to null pointers...

WWBN AVideo code-related vulnerabilities

WWBN AVideo is a video platform building system developed by the WWBN team using PHP. Versions of WWBN AVideo prior to 29.0 contained code vulnerabilities. These vulnerabilities stemmed from the lack of using the $resolvedIP output parameter from functions like EpgParser.php and...

JetBrains TeamCity code issues and vulnerabilities

JetBrains TeamCity is a set of distributed build management and continuous integration tools developed by the Czech company JetBrains. This tool offers features such as continuous unit testing, code quality analysis, and reporting on build issues. Versions of JetBrains TeamCity prior to 2026.1 an...

Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs

LLM-based coding assistants are seeing rapid adoption, offering substantial gains in developer productivity. As organizations increasingly ship code these agents produce, the security of that code becomes critical. Prior work has shown that minor prompt perturbations degrade the functional...