. ├── backdoors # different backdoor attacks ├── ckpt # pre-trained models ├── data # data directory │ └── triggers # trigger images / patterns ├── factors_variation # evaluate the six factors that ...

Abstract: Federated Learning (FL) faces significant challenges in addressing the system heterogeneity of edge devices, which often exhibit diverse computational and resource constraints. To overcome ...

When using the `icra` command on large datasets with a large reference database, significant time and memory are required. By seperating those steps above and utilizing parallel computing, the process ...

Abstract: Deep Neural Networks (DNNs) that aim to maximize accuracy and decrease loss can be trained using optimization algorithms. One of the most significant fields of research is the creation of an ...