Privacy Assessment

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations

Authors: Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang | Published: 2020-05-23 | Updated: 2020-08-25
Data Protection Method
Privacy Assessment
Feature Extraction Method
2020.05.23 2025.05.28
Literature Database

Scalable Privacy-Preserving Distributed Learning

Authors: David Froelicher, Juan R. Troncoso-Pastoriza, Apostolos Pyrgelis, Sinem Sav, Joao Sa Sousa, Jean-Philippe Bossuat, Jean-Pierre Hubaux | Published: 2020-05-19 | Updated: 2021-07-14
Privacy Assessment
Multi-Party Computation
Cryptographic Protocol
2020.05.19 2025.05.28
Literature Database

FrameProv: Towards End-To-End Video Provenance

Authors: Mansoor Ahmed-Rengers | Published: 2020-05-19
System Requirements
Privacy Assessment
Video Reliability Assurance
2020.05.19 2025.05.28
Literature Database

Towards Memory Safe Python Enclave for Security Sensitive Computation

Authors: Huibo Wang, Mingshen Sun, Qian Feng, Pei Wang, Tongxin Li, Yu Ding | Published: 2020-05-12
Security Assurance
Privacy Assessment
Vulnerability Assessment Method
2020.05.12 2025.05.28
Literature Database

A Secure Federated Learning Framework for 5G Networks

Authors: Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif | Published: 2020-05-12
Secure Aggregation
Privacy Assessment
Federated Learning System
2020.05.12 2025.05.28
Literature Database

Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning

Authors: Semih Yagli, Alex Dytso, H. Vincent Poor | Published: 2020-05-05
Privacy Assessment
Privacy Protection in Machine Learning
Federated Learning System
2020.05.05 2025.05.28
Literature Database

Differentially Private Collaborative Intrusion Detection Systems For VANETs

Authors: Tao Zhang, Quanyan Zhu | Published: 2020-05-02
Algorithm
Privacy Analysis
Privacy Assessment
2020.05.02 2025.05.28
Literature Database

Differentially Private Federated Learning with Laplacian Smoothing

Authors: Zhicong Liang, Bao Wang, Quanquan Gu, Stanley Osher, Yuan Yao | Published: 2020-05-01 | Updated: 2021-09-10
Privacy Analysis
Privacy Assessment
Federated Learning System
2020.05.01 2025.05.28
Literature Database

Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph

Authors: Amir Hossein Kargaran, Mohammad Sadegh Akhondzadeh, Mohammad Reza Heidarpour, Mohammad Hossein Manshaei, Kave Salamatian, Masoud Nejad Sattary | Published: 2020-04-29 | Updated: 2021-05-10
URL analysis techniques
Algorithm
Privacy Assessment
2020.04.29 2025.05.28
Literature Database

Privacy-Preserving Gradient Boosting Decision Trees

Authors: Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He | Published: 2019-11-11 | Updated: 2022-10-10
Privacy-Preserving Algorithm
Privacy Assessment
Convergence Guarantee
2019.11.11 2025.05.28
Literature Database
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