Alert button
Picture for William Knottenbelt

William Knottenbelt

Alert button

zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning

Oct 19, 2023
Zhipeng Wang, Nanqing Dong, Jiahao Sun, William Knottenbelt

Viaarxiv icon

Defending Against Malicious Behaviors in Federated Learning with Blockchain

Jul 02, 2023
Nanqing Dong, Zhipeng Wang, Jiahao Sun, Michael Kampffmeyer, Yizhe Wen, Shuoying Zhang, William Knottenbelt, Eric Xing

Figure 1 for Defending Against Malicious Behaviors in Federated Learning with Blockchain
Figure 2 for Defending Against Malicious Behaviors in Federated Learning with Blockchain
Figure 3 for Defending Against Malicious Behaviors in Federated Learning with Blockchain
Figure 4 for Defending Against Malicious Behaviors in Federated Learning with Blockchain
Viaarxiv icon

A Scalable Inference Method For Large Dynamic Economic Systems

Oct 27, 2021
Pratha Khandelwal, Philip Nadler, Rossella Arcucci, William Knottenbelt, Yi-Ke Guo

Figure 1 for A Scalable Inference Method For Large Dynamic Economic Systems
Figure 2 for A Scalable Inference Method For Large Dynamic Economic Systems
Figure 3 for A Scalable Inference Method For Large Dynamic Economic Systems
Figure 4 for A Scalable Inference Method For Large Dynamic Economic Systems
Viaarxiv icon

Neural NILM: Deep Neural Networks Applied to Energy Disaggregation

Sep 28, 2015
Jack Kelly, William Knottenbelt

Figure 1 for Neural NILM: Deep Neural Networks Applied to Energy Disaggregation
Figure 2 for Neural NILM: Deep Neural Networks Applied to Energy Disaggregation
Figure 3 for Neural NILM: Deep Neural Networks Applied to Energy Disaggregation
Figure 4 for Neural NILM: Deep Neural Networks Applied to Energy Disaggregation
Viaarxiv icon