A systematic review of federated learning incentive mechanisms and associated security challenges

Asad Ali^a, Inaam Ilahi^a, Adnan Qayyum^a, Ihab Mohammed^b, Ala Al‐Fuqaha^c, Junaid Qadir^d✉

1. ^aInformation Technology University (ITU), Punjab, Lahore, Pakistan
2. ^bIndiana Institute of Technology, IN, USA
3. ^cHamad Bin Khalifa University (HBKU), Doha, Qatar
4. ^dQatar University, Doha, Qatar
5. ✉Corresponding author