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05/01/2023
Scalable Data Point Valuation in Decentralized Learning
Existing research on data valuation in federated and swarm learning focu...
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12/03/2022
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning
Federated learning (FL) is an effective technique to directly involve ed...
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03/10/2022
Devouring the Leader Bottleneck in BFT Consensus
There is a resurgence of interest in Byzantine fault-tolerant (BFT) syst...
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01/12/2022
Gridiron: A Technique for Augmenting Cloud Workloads with Network Bandwidth Requirements
Cloud applications use more than just server resources, they also requir...
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12/24/2021
One Bad Apple Spoils the Bunch: Transaction DoS in MimbleWimble Blockchains
As adoption of blockchain-based systems grows, more attention is being g...
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10/06/2021
Generalizing Neural Networks by Reflecting Deviating Data in Production
Trained with a sufficiently large training and testing dataset, Deep Neu...
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09/06/2021
Finding Counterexamples of Temporal Logic properties in Software Implementations via Greybox Fuzzing
Software model checking is a verification technique which is widely used...
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03/03/2021
Self-Checking Deep Neural Networks in Deployment
The widespread adoption of Deep Neural Networks (DNNs) in important doma...
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03/01/2021
Dissecting the Performance of Chained-BFT
Permissioned blockchains employ Byzantine fault-tolerant (BFT) state mac...
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11/22/2020
Fairness-guided SMT-based Rectification of Decision Trees and Random Forests
Data-driven decision making is gaining prominence with the popularity of...
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10/26/2020
Aggregate-Driven Trace Visualizations for Performance Debugging
Performance issues in cloud systems are hard to debug. Distributed traci...
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06/09/2020
Parking Packet Payload with P4
Network Function (NF) deployments suffer from poor link goodput, because...
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05/15/2020
Precise XSS detection and mitigation with Client-side Templates
We present XSnare, a fully client-side XSS solution, implemented as a Fi...
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05/25/2019
Bandwidth-Efficient Transaction Relay for Bitcoin
Bitcoin is a top-ranked cryptocurrency that has experienced huge growth ...
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12/24/2018
Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control
Recent networking research has identified that data-driven congestion co...
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11/24/2018
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning
Centralized solutions for privacy-preserving multi-party ML are becoming...
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11/23/2018
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
Distributed machine learning (ML) systems today use an unsophisticated t...
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08/14/2018