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06/24/2023
Zero-Concentrated Private Distributed Learning for Nonsmooth Objective Functions
This paper develops a fully distributed differentially-private learning ...
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06/10/2023
Personalized Graph Federated Learning with Differential Privacy
This paper presents a personalized graph federated learning (PGFL) frame...
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03/27/2023
Asynchronous Online Federated Learning with Reduced Communication Requirements
Online federated learning (FL) enables geographically distributed device...
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04/20/2022
Runtime Prevention of Deserialization Attacks
Untrusted deserialization exploits, where a serialised object graph is u...
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11/27/2021
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
Many assumptions in the federated learning literature present a best-cas...
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08/19/2021
BackREST: A Model-Based Feedback-Driven Greybox Fuzzer for Web Applications
Following the advent of the American Fuzzy Lop (AFL), fuzzing had a surg...
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03/30/2021
IFDS Taint Analysis with Access Paths
Over the years, static taint analysis emerged as the analysis of choice ...
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10/30/2018
SAFE-PDF: Robust Detection of JavaScript PDF Malware Using Abstract Interpretation
The popularity of the PDF format and the rich JavaScript environment tha...
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09/11/2018
