Articles
Daily digests summarizing the vulnerabilities and incidents tracked by VulnWatch.
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· 5 entries · daily · Subscribers only
VulnWatch Digest: API Key Leaks, DOMPurify Bypasses, and Cleartext Secrets
Today's digest highlights critical credential exposure in NextChat and browser-use, a DOMPurify bypass in Readest enabling RCE, and data leakage flaws in Ash framework libraries affecting ML audit trails.
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· 24 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE in Langflow, Kubeflow SSRF, and Agent Supply Chain Risks
Today's digest highlights a catastrophic command execution chain in IBM Langflow, a CVSS 10.0 SSRF in Kubeflow Pipelines, and emerging risks in AI agent orchestration and LLM proxy authentication bypasses.
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· 9 entries · daily · Subscribers only
Critical MCP Server Exposure and Supply Chain Risks in AI Agents
A wave of critical vulnerabilities exposes Model Context Protocol (MCP) servers to unauthenticated access and credential theft, while supply chain flaws threaten mobile AI integrations and data integrity.
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· 4 entries · daily · Subscribers only
VulnWatch Daily: RCE in whichllm, GitLab CI Agent Flaws, and Fleet Data Leaks
Today's digest covers critical code injection in whichllm via HuggingFace filenames, command execution in GitLab's Claude agent, and sort-order oracle vulnerabilities in Fleet exposing enrollment secrets.
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· 46 entries · daily · Subscribers only
VulnWatch Daily: Critical RCE and Auth Bypasses in MCP Ecosystem
August 25, 2026: A surge of critical vulnerabilities targets the Model Context Protocol (MCP) ecosystem, featuring unauthenticated RCE via command injection, unsafe math parsing, and widespread authentication bypasses in agentic frameworks.
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· 4 entries · daily · Subscribers only
VulnWatch Daily: RCE in Xinference, CLI Shell Escapes, and SSRF Gaps
Today's digest covers critical RCE risks in Xinference's model loading, shell command bypasses in Continue CLI, incomplete SSRF fixes in BentoML, and a DoS vector in llama.cpp RPC servers.
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· 98 entries · weekly
VulnWatch Weekly: The Week of Unsafe Eval, Agent RCE, and Active SSRF
This week's digest highlights a critical wave of Remote Code Execution (RCE) vulnerabilities in LLM inference servers, driven by unsafe deserialization and dynamic code evaluation. Most urgently, CISA has added an actively exploited MLflow SSRF flaw to its KEV catalog, demanding immediate patching for all exposed instances.
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· 1 entry · daily · Subscribers only
VulnWatch Digest: Critical Deserialization Flaw in llama.cpp RPC
A new medium-severity RCE vulnerability (CVE-2026-78147) targets the ggml-RPC server in llama.cpp, exploiting unsafe deserialization of tensor parameters. Immediate patching is required for distributed inference deployments.
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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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· 1 entry · daily · Subscribers only
VulnWatch Daily: SQLi in WordPress ERP Plugin Impacts AI Data Pipelines
A medium-severity SQL injection in a popular WordPress education plugin threatens data integrity for AI systems ingesting school records. Immediate patching to version 5.5+ is required to prevent unauthorized data exfiltration.