Security audit
Kaggle
Security checks for vulnerabilities and agentic risk
Overview
This skill is a disclosed Kaggle integration that uses Maton-managed authentication and includes clear approval requirements for connections, writes, hosted functions, triggers, and persistent forwarding.
Before installing, confirm you are comfortable using Maton as the authentication gateway for Kaggle. Use OAuth rather than long-lived API keys where possible, approve new connections and any write or automation step explicitly, and be especially careful with trigger destinations because they can forward future event data continuously until removed.
Vulnerability Patterns
- Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
- Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
- Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
- Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
- Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Vulnerability Patterns
- Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
- Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
- Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
- Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
- Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Static analysis
No suspicious patterns detected.