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-2026-68772High· 8.0ZenML 0.94.6 contains a remote code execution vulnerability in the CloudpickleMaterializer component that allows attackers with write access to a shared artifact store to execute arbitrary code by planting a malicious pickle file. Attack…
CVE-2025-8406Medium· 6.3ZenML is vulnerable to Path Traversal through its `PathMaterializer` class
CVE-2024-4311Medium· 5.4Missing ratelimit on passwrod resets in zenml
CVE-2024-4460Medium· 4.3Rejected reason: This CVE ID has been rejected or withdrawn by its CVE Numbering Authority.
CVE-2024-4680Low· 3.9zenml-io/zenml does not expire the session after password reset
CVE-2024-25723Medium· 6.5PoCZenML Server Remote Privilege Escalation Vulnerability
The beta is over. VulnSea now runs at vulnsea.com, every old beta link redirects to the same page, and your account, API keys and watchlists came with it. Plus a round of hardening, faster pages, and new request limits agents should know about.
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.