Articles
Daily digests summarizing the vulnerabilities and incidents tracked by VulnWatch.
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· 13 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in Xinference & Omnigent Agent Risks
Today's digest highlights critical remote code execution flaws in Xinference and llama.cpp, alongside severe logic vulnerabilities in the Omnigent agent framework and Headroom proxy that enable privilege escalation and data leakage.
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· 16 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in LangBot MCP and Supply Chain Risks
Today's digest highlights a critical command injection in LangBot's MCP server, unsafe deserialization in Hugging Face models, and SSRF flaws in LangChain and Microsoft Copilot requiring immediate mitigation.
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· 21 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in LMDeploy, MCP Supply Chain Risks, and Splunk Escalations
Today's digest highlights a critical pickle deserialization flaw in LMDeploy enabling RCE, widespread path traversal and SSRF issues in the emerging MCP ecosystem, and severe privilege escalation vectors in Splunk's AI tooling.
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· 25 entries · daily · Subscribers only
VulnWatch Daily: Critical Agent Supply-Chain Poisoning and CodeWhale RCE
Today's digest highlights critical vulnerabilities in agentic workflows, including Kraken cache poisoning and CodeWhale auto-execution flaws. NVIDIA Triton and MONAI also require immediate attention for DoS and RCE risks.
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· 23 entries · daily · Subscribers only
VulnWatch Daily: Critical Auth Bypasses in MLflow & MemOS; RCE in UpTrain
Today's digest highlights critical authentication bypasses in MLflow and MemOS, severe RCE vulnerabilities in UpTrain, and logic flaws in LLM gateways allowing billing fraud and privilege escalation.
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· 68 entries · weekly
VulnWatch Weekly: Critical RCE in MindsDB & Agentic Supply Chain Risks
This week's digest highlights a CVSS 10.0 RCE in MindsDB allowing unauthenticated command execution via LLM prompts. We also analyze critical prototype pollution in Trigger.dev, template injection in Prompty, and widespread SSRF/RCE risks in the emerging Model Context Protocol (MCP) ecosystem.
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· 6 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in MindsDB and MCP Supply Chain Risks
Today's digest highlights a CVSS 10.0 unauthenticated RCE in MindsDB, command injection in Token Optimizer MCP, and a cluster of cache poisoning and SSRF issues in CKAN MCP Server affecting AI agent integrity.
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· 28 entries · daily · Subscribers only
VulnWatch Daily: Critical Agentic RCE and Supply Chain Flaws in Trigger.dev, vLLM, and Flowise
Today's digest highlights critical remote code execution risks in agentic frameworks like Trigger.dev and AgenticSeek, alongside severe prompt injection bypasses in Flowise and SSRF vulnerabilities in MCP servers. Immediate patching is required for multi-tenant isolation failures.
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· 6 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in Prompty Templates and MCP Supply Chain Risks
Today's digest highlights a critical template injection flaw in Prompty allowing host RCE, alongside severe command injection and path traversal vulnerabilities in emerging Model Context Protocol (MCP) servers affecting Stata and Atlassian integrations.
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· 20 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in AI Agents and Supply Chain Leaks
Today's digest highlights a critical RCE in PapersGPT via prompt injection, unauthenticated CLI servers in Claude Code, and widespread credential exfiltration risks in AI workflow platforms.
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· 116 entries · weekly
VulnWatch Weekly: The Flowise Apocalypse & Active Langflow Exploitation
This week marks a critical turning point for AI platform security with a massive cluster of RCE vulnerabilities in Flowise and active exploitation of IBM Langflow. Immediate patching is required for model serving stacks and agentic frameworks.
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· 6 entries · daily · Subscribers only
MCP Ecosystem Plagued by Path Traversal; Ash Framework Risks DoS
Today's digest highlights a critical wave of path traversal vulnerabilities in Model Context Protocol (MCP) servers affecting Gemini, Claude, and Ollama integrations, alongside a memory exhaustion flaw in the Ash framework.
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· 3 entries · daily · Subscribers only
VulnWatch Daily: Critical WP Plugin Flaw & MCP Command Injection Risks
Today's digest highlights a critical authorization bypass in a WordPress AI plugin enabling full site takeover, alongside two command injection vulnerabilities in emerging Model Context Protocol (MCP) gateways affecting Claude and local LLM memory tools.
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· 19 entries · daily · Subscribers only
Critical RCE Wave Hits llama.cpp and MCP Frameworks
A surge of critical vulnerabilities targets core AI infrastructure, including sandbox escapes in Model Context Protocol and multiple memory corruption flaws in llama.cpp enabling remote code execution.
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· 33 entries · daily · Subscribers only
Langflow Catastrophe: 20+ RCEs, Supply Chain Risks, and Agentic Flaws
A historic wave of vulnerabilities hits IBM Langflow with 20+ CVEs including unauthenticated RCE. Critical issues also found in PraisonAI CI/CD, Hugging Face PEFT deserialization, and Milvus DoS.