Newly released CVEs across every platform — sleek to read, verbose on demand, and served raw as markdown for AI and agent ingestion. Severity reads as depth: the deeper the contact, the graver the threat.
Depth = severity + exploitation
CVE-2026-54338Medium· 5.3JupyterHub has Unauthenticated Denial of Service via Unbounded Username Logging on Failed Login
CVE-2026-40864Medium· 5.4PoCJupyterHub has cross-origin form POSTs bypass XSRF (CWE-352)
CVE-2026-33709Medium· 6.1JupyterHub has an Open Redirect Vulnerability
CVE-2024-41942High· 7.2JupyterHub has a privilege escalation vulnerability with the `admin:users` scope
CVE-2024-28233High· 8.1Cross site scripting (XSS) in JupyterHub via Self-XSS leveraged by Cookie Tossing
CVE-2021-41247Low· 3.5incomplete JupyterHub logout with simultaneous JupyterLab sessions
A summary of everything that shipped over the last two weeks — the whole corpus is open, agents get change feeds, alias resolution and EPSS movers, and the data now includes CVE.org, vendor CSAF, aggregated exploits and per-source scores.
A step-by-step guide to plugging VulnSea into automated and agentic workflows — poll the delta, triage without burning tokens, match an SBOM, and let an MCP-native model do the reasoning.
CVE and 0day intelligence that reads like an instrument — built for analysts and AI agents alike. Here's what it does and where it's going.