security
November 3, 2025
Arjun Subedi
SAFE-T2107: When Your AI Tool Learns the Wrong Lesson
How attackers plant backdoors in ML models powering MCP tools—and how to defend your AI supply chain
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November 2, 2025
Bishnu Bista
SAFE-T1101: When Your AI Agent Becomes a Remote Shell
The classic vulnerability gets a dangerous upgrade in the MCP era—here's how command injection manifests in AI tool ecosystems and what you can do about it
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November 1, 2025
Bishnu Bista
SAFE-T1007: When "Connect Your GitHub" Becomes an Attack Vector
How OAuth consent screens in MCP workflows become sophisticated phishing traps—and the zero-trust architecture that stops them
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October 31, 2025
Arjun Subedi
SAFE-T1001: The Invisible Instructions Your Agent Obeys
How attackers weaponize MCP tool metadata to hijack AI agent behavior—and what you can do to detect and prevent it
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