Photo by hajjidirir from unsplash
This article considers reliable and secure spectrum sensing (SS) based on federated learning (FL) in the cognitive radio (CR) environment. Motivation, architectures, and algorithms of FL in SSare discussed. Security… Click to show full abstract
This article considers reliable and secure spectrum sensing (SS) based on federated learning (FL) in the cognitive radio (CR) environment. Motivation, architectures, and algorithms of FL in SSare discussed. Security and privacy threats on these algorithms are overviewed, along with possible countermeasures to such attacks. Some illustrative examples are also provided, with design recommendations for FL-based SS in future CRs.
Keywords:
secure federated;
federated learning;
learning cognitive;
cognitive radio
Journal Title: IEEE Communications Magazine
Year Published: 2023
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!
Journal Title: IEEE Communications Magazine
Year Published: 2023
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!