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04/27/2023
Fairness Uncertainty Quantification: How certain are you that the model is fair?
Fairness-aware machine learning has garnered significant attention in re...
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01/21/2023
Decentralized Multi-agent Filtering
This paper addresses the considerations that comes along with adopting d...
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10/04/2022
Robust Fair Clustering: A Novel Fairness Attack and Defense Framework
Clustering algorithms are widely used in many societal resource allocati...
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10/04/2022
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
Clustering models constitute a class of unsupervised machine learning me...
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03/20/2022
YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations
Recommendations algorithms of social media platforms are often criticize...
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02/05/2022
Iota: A Framework for Analyzing System-Level Security of IoTs
Most IoT systems involve IoT devices, communication protocols, remote cl...
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10/31/2021
How BlockChain Can Help Enhance The Security And Privacy in Edge Computing?
In order to solve security and privacy issues of centralized cloud servi...
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10/22/2021
Fairness Degrading Adversarial Attacks Against Clustering Algorithms
Clustering algorithms are ubiquitous in modern data science pipelines, a...
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06/01/2021
Fair Clustering Using Antidote Data
Clustering algorithms are widely utilized for many modern data science a...
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09/28/2020
Escaping Saddle-Points Faster under Interpolation-like Conditions
In this paper, we show that under over-parametrization several standard ...
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07/20/2020
Blockchain Meets COVID-19: A Framework for Contact Information Sharing and Risk Notification System
COVID-19 causes a global epidemic infection, which is the most severe in...
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06/30/2020
Security Issues of Low Power Wide Area Networks in the Context of LoRa Networks
Low Power Wide Area Networks (LPWAN) have been used to support low cost ...
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06/29/2020
IoTGaze: IoT Security Enforcement via Wireless Context Analysis
Internet of Things (IoT) has become the most promising technology for se...
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06/29/2020
Towards Learning-automation IoT Attack Detection through Reinforcement Learning
As a massive number of the Internet of Things (IoT) devices are deployed...
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06/29/2020
Smart Contract-based Computing ResourcesTrading in Edge Computing
In recent years, there is an emerging trend that some computing services...
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05/07/2020
Fair Algorithms for Hierarchical Agglomerative Clustering
Hierarchical Agglomerative Clustering (HAC) algorithms are extensively u...
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12/03/2019
Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization
Saddle-point optimization problems are an important class of optimizatio...
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11/16/2019
Suspicion-Free Adversarial Attacks on Clustering Algorithms
Clustering algorithms are used in a large number of applications and pla...
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07/31/2019
Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization
Bandit algorithms have been predominantly analyzed in the convex setting...
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01/28/2019
Strong Black-box Adversarial Attacks on Unsupervised Machine Learning Models
Machine Learning (ML) and Deep Learning (DL) models have achieved state-...
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12/05/2018
Wireless Access to Ultimate Virtual Reality 360-Degree Video At Home
Virtual reality 360-degree videos will become the first prosperous onlin...
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06/16/2018
Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives
Mobile devices supporting the "Internet of Things" (IoT), often have lim...
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02/03/2017
LeakSemantic: Identifying Abnormal Sensitive Network Transmissions in Mobile Applications
Mobile applications (apps) often transmit sensitive data through network...
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12/01/2016