Microsoft open-sources tool that helps secure AI and machine learning
Before this week, Microsoft open up-sourced its automation tool for security testing AI systems chosen Counterfit. The tool can be used to perform security risk assessments of AI and machine learning systems.
Microsoft explains Counterfit in its web log post on open-sourcing it. The company explains that Counterfit was "born out of our own need to assess Microsoft'due south AI systems for vulnerabilities with the goal of proactively securing AI services." Initially, the tool used attack scripts written to target specific AI models, but it evolved over fourth dimension through evolution.
Microsoft regularly uses Counterfit as part of its AI blood-red team operations. The company uses the tool to automate techniques and and so pit them against its AI services.
Matilda Rhode, senior cybersecurity research, Airbus, explains why Counterfit getting open up-sourced is important:
AI is increasingly used in industry; information technology is vital to look ahead to securing this technology particularly to understand where characteristic space attacks tin can be realized in the problem space. The release of open-source tools from an system such as Microsoft for security practitioners to evaluate the security of AI systems is both welcome and a clear indication that the industry is taking this problem seriously.
Taking security seriously is an of import trend at the moment. Microsoft surveyed 28 organizations, including Fortune 500 companies, governments, not-profits, and pocket-sized and medium-sized businesses to see what processes are already in identify for securing AI systems. The survey showed that 25 out of 28 organizations said that they don't have the right tools in place to secure AI systems.
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Source: https://www.windowscentral.com/microsoft-open-sources-tool-helps-secure-ai-and-machine-learning
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