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08/14/2023
Machine Unlearning: Solutions and Challenges
Machine learning models may inadvertently memorize sensitive, unauthoriz...
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08/12/2023
On the Security Bootstrapping in Named Data Networking
By requiring all data packets been cryptographically authenticatable, th...
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06/06/2023
Protecting the Intellectual Property of Diffusion Models by the Watermark Diffusion Process
Diffusion models have emerged as state-of-the-art deep generative archit...
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09/15/2022
SecSkyline: Fast Privacy-Preserving Skyline Queries over Encrypted Cloud Databases
The well-known benefits of cloud computing have spurred the popularity o...
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09/08/2022
OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service
In recent years there has been growing popularity of leveraging cloud co...
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06/19/2022
Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition
Analytics over social graphs allows to extract valuable knowledge and in...
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02/16/2022
Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service
Graphs are widely used to model the complex relationships among entities...
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10/20/2021
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems
For autonomous driving, an essential task is to detect surrounding objec...
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08/06/2021
Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles
In recent years, many deep learning models have been adopted in autonomo...
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07/17/2021
Throughput Maximization of UAV Networks
In this paper we study the deployment of multiple unmanned aerial vehicl...
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06/27/2021
Secure Reversible Data Hiding in Encrypted Images Using Cipher-Feedback Secret Sharing
Reversible data hiding in encrypted images (RDH-EI) has attracted increa...
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05/24/2021
Transmission Failure Analysis of Multi-Protection Routing in Data Center Networks with Heterogeneous Edge-Core Servers
The recently proposed RCube network is a cube-based server-centric data ...
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06/21/2018