Aarti Borkar from IBM Security says artificial intelligence bias can exist at three levels: the program, the data and the people who design those AI systems.
Inherently biased artificial intelligence programs can pose serious problems for cybersecurity at a time when hackers are becoming more sophisticated in their attacks, experts told CNBC.
The role of AI is expanding in cybersecurity, which is seen by many CEOs as the biggest threat to the global economy over the next decade.Inherently biased artificial intelligence programs can pose serious problems for cybersecurity at a time when hackers are becoming more sophisticated in their attacks, experts told CNBC.
"One is the algorithm itself," she told CNBC, referring to the lines of codes that teach an AI program to carry out specific tasks. "Is it biased in the way it's approached, and the outcome it's trying to solve?" "If you're trying to solve the wrong outcome, and the outcome is biased, then your algorithm is biased," Borkar said.biggest threat to the global economyFirewalls and antiviruses are viewed as tools of antiquity as the digital threat constantly evolves, and hackers are now using more advanced technologies, such as AI, to launch complex attacks against businesses.
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