TrojAI
Develops tools to detect Trojan attacks in AI systems.
TrojAI is a research project that aims to provide developers with tools to detect Trojan attacks in artificial intelligence (AI) systems. The primary purpose of TrojAI is to protect AI systems from Trojan threats, which can manipulate the system's learning process and compromise its performance or functionality. TrojAI offers a platform where developers can test their AI models for Trojan vulnerabilities, helping to ensure the security and integrity of AI systems.
TrojAI's approach is unique in that it focuses on identifying and mitigating the risk of Trojan attacks in AI, an area that is often overlooked in AI security. The project provides a wealth of resources including datasets, metrics and evaluation protocols to facilitate the development of secure AI models. TrojAI's tools and resources are designed to aid developers in building secure AI systems and contributing to safer AI applications.