Cross-Site Request Forgery in ClearML Server
February 6, 2024
The fourth vulnerability is a Cross-Site Request Forgery (CSRF) vulnerability affecting all API endpoints. During our research, we discovered that the ClearML server has no protections against CSRF, allowing an attacker to impersonate a user by creating a malicious web page that, when visited by the victim, will send a request from their browser. By exploiting this vulnerability, an attacker can fully compromise a user’s account, enabling them to change data and settings or add themselves to projects and workspaces.
Related SAI Security Advisory
September 11, 2026
_READ_ONLY_COMMANDS_POSIX expansion adds 31 commands with no path checking, granting unconditional access to the full host filesystem
Mistral Vibe automatically approves a large set of commands that are not subject to the expected workspace path restrictions, allowing files anywhere on the host to be accessed without user approval.
September 11, 2026
Environment variable prefixes stripped from permission check enable RCE via env injection
Mistral Vibe does not consider environment variable assignments when checking whether a command can run without approval, allowing environment controlled behavior in allowlisted programs such as Git to be abused for arbitrary code execution.