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02/16/2023
Defense Mechanisms Against Training-Hijacking Attacks in Split Learning
Distributed deep learning frameworks enable more efficient and privacy-a...
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08/21/2022
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
The increasing popularity of the federated learning framework due to its...
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09/01/2021
LightChain: Scalable DHT-Based Blockchain
As an append-only distributed database, blockchain is utilized in a vast...
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08/20/2021
SplitGuard: Detecting and Mitigating Training-Hijacking Attacks in Split Learning
Distributed deep learning frameworks, such as split learning, have recen...
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08/20/2021
UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Learning
Training deep neural networks requires large scale data, which often for...
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02/18/2021
AggFT: Low-Cost Fault-Tolerant Smart Meter Aggregation with Proven Termination and Privacy
Smart meter data aggregation protocols have been developed to address ri...
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11/06/2020
BlockSim-Net: A Network Based Blockchain Simulator
Since its proposal by Eyal and Sirer (CACM '13), selfish mining attack o...
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07/26/2020
A containerized proof-of-concept implementation of LightChain system
LightChain is the first Distributed Hash Table (DHT)-based blockchain wi...
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07/26/2020
SkipSim: Scalable Skip Graph Simulator
SkipSim is an offline Skip Graph simulator that enables Skip Graph-based...
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01/03/2020
Improving PKI, BGP, and DNS Using Blockchain: A Systematic Review
The Internet has many backbone components on top of which the whole worl...
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07/28/2019
Decentralized utility- and locality-aware replication for heterogeneous DHT-based P2P cloud storage systems
As a Distributed Hash Table (DHT), Skip Graph routing overlays are explo...
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03/31/2019
LightChain: A DHT-based Blockchain for Resource Constrained Environments
As an append-only distributed database, blockchain is utilized in a vast...
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03/18/2019
