8 citations · 26 across the 29 of their papers we have counts for
4 papers · 1 filter
Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs
Xin Jin, Charalampos Katsis, Fan Sang +4
The rampant occurrence of cybersecurity breaches imposes substantial limitations on the progress of network infrastructures, leading to compromised data, financial losses, potentia…
zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning
Zhipeng Wang, Nanqing Dong, Jiahao Sun +2
Federated learning (FL) is a machine learning paradigm, which enables multiple and decentralized clients to collaboratively train a model under the orchestration of a central aggre…
Defending Against Poisoning Attacks in Federated Learning with Blockchain
Nanqing Dong, Zhipeng Wang, Jiahao Sun +3
In the era of deep learning, federated learning (FL) presents a promising approach that allows multi-institutional data owners, or clients, to collaboratively train machine learnin…
Collective Knowledge Graph Completion with Mutual Knowledge Distillation
Weihang Zhang, Ovidiu Serban, Jiahao Sun +1
Knowledge graph completion (KGC), the task of predicting missing information based on the existing relational data inside a knowledge graph (KG), has drawn significant attention in…