2024
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation.
CoRR, 2024

DistDD: Distributed Data Distillation Aggregation through Gradient Matching.
CoRR, 2024

RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process.
CoRR, 2024

Distributed Boosting: An Enhancing Method on Dataset Distillation.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies.
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023
Defending Byzantine attacks in ensemble federated learning: A reputation-based phishing approach.
Future Gener. Comput. Syst., 2023

FedChain: An Efficient and Secure Consensus Protocol based on Proof of Useful Federated Learning for Blockchain.
CoRR, 2023

FedCliP: Federated Learning with Client Pruning.
CoRR, 2023

Predictive Machine Learning Models of Methane Emissions Using Farm Environmental Data.
Proceedings of the 5th International Conference on Internet of Things, 2023

Top AS Router Geolocation in Databases: Performance and Techniques.
Proceedings of the IEEE Global Communications Conference, 2023

TinyG: Accurate IP Geolocation Using a Tiny Number of Probers.
Proceedings of the 19th International Conference on Network and Service Management, 2023

2021
Systems analysis of the "weights" of Bcl-2 and Mcl-1 in mitochondrial apoptosis pathway establishes a predictor for best drug combination ratio.
Quant. Biol., September, 2021

FLPhish: Reputation-based Phishing Byzantine Defense in Ensemble Federated Learning.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks.
Proceedings of the IEEE Global Communications Conference, 2021

MineDetector: JavaScript Browser-side Cryptomining Detection using Static Methods.
Proceedings of the 24th IEEE International Conference on Computational Science and Engineering, 2021