Biotechnology and Life Sciences

Guarding against adversarial machine learning

Pingkun Yan, like many in biomedical research, is a firm believer in the power of artificial intelligence (AI) to improve and potentially revolutionize healthcare technology. On the other hand, he notes, he’s also a realist: For all the hype to become a reality, challenges must be overcome first.

“A lot of people think AI is so capable and that it can solve all of our problems,” says Yan, an assistant professor of biomedical engineering at Rensselaer Polytechnic Institute in Troy, New York. “That may be true in a couple of decades, but right now, it still has weaknesses—we’re really not there yet.”

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About Rensselaer Polytechnic Institute

Founded in 1824, Rensselaer Polytechnic Institute is America’s first technological research university. Rensselaer encompasses five schools, over 30 research centers, more than 140 academic programs including 25 new programs, and a dynamic community made up of over 6,800 students and 104,000 living alumni. Rensselaer faculty and alumni include upwards of 155 National Academy members, six members of the National Inventors Hall of Fame, six National Medal of Technology winners, five National Medal of Science winners, and a Nobel Prize winner in Physics. With nearly 200 years of experience advancing scientific and technological knowledge, Rensselaer remains focused on addressing global challenges with a spirit of ingenuity and collaboration. To learn more, please visit www.rpi.edu.