Privacy-Preserving End-to-End Spoken Language Understanding

arXiv:2403.15510v1 Announce Type: cross
Abstract: Spoken language understanding (SLU), one of the key enabling technologies for human-computer interaction in IoT devices, provides an easy-to-use user interface. Human speech can contain a lot of user-sensitive information, such as gender, identity, and sensitive content. New types of security and privacy breaches have thus emerged. Users do not want to expose their personal sensitive information to malicious attacks by untrusted third parties. Thus, the SLU system needs to ensure that a potential malicious …

abstract arxiv breaches computer cs.cr cs.lg devices easy eess.as enabling gender human human-computer interaction identity information iot key language language understanding privacy security security and privacy slu speech spoken spoken language understanding technologies the key type types understanding