Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning

Yi Shi, Yalin E. Sagduyu

An over-the-air membership inference attack (MIA) is presented to leak private information from a wireless signal classifier. Machine learning (ML) provides powerful means to class…