AIセキュリティポータルbot

Facial Information Analysis Technology for Gender and Age Estimation

Authors: Gilheum Park, Sua Jung | Published: 2021-11-17
Algorithm
Machine Learning
Attack that Analyzes Images with AI to Infer Personal Information

Fast Yet Effective Machine Unlearning

Authors: Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli | Published: 2021-11-17 | Updated: 2023-05-31
Machine learning
Model Evaluation
Robustness Evaluation

On the Importance of Difficulty Calibration in Membership Inference Attacks

Authors: Lauren Watson, Chuan Guo, Graham Cormode, Alex Sablayrolles | Published: 2021-11-15 | Updated: 2022-04-11
Dataset evaluation
Membership Inference
High Difficulty Sample

Property Inference Attacks Against GANs

Authors: Junhao Zhou, Yufei Chen, Chao Shen, Yang Zhang | Published: 2021-11-15
Dataset evaluation
Data Generation
Membership Inference

PAMMELA: Policy Administration Methodology using Machine Learning

Authors: Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das | Published: 2021-11-13
Access Control
Policy engineering
Machine Learning Application

Flatee: Federated Learning Across Trusted Execution Environments

Authors: Arup Mondal, Yash More, Ruthu Hulikal Rooparaghunath, Debayan Gupta | Published: 2021-11-12
Privacy Risk Management
Privacy Protection
Federated Learning

Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System

Authors: Timon Rückel, Johannes Sedlmeir, Peter Hofmann | Published: 2021-11-11
Privacy Risk Management
Blockchain Technology
Federated Learning

Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities

Authors: Esma Mansouri-Benssassi, Simon Rogers, Jim Smith, Felix Ritchie, Emily Jefferson | Published: 2021-11-10 | Updated: 2022-08-20
Data Collection
Privacy Risk Management
Privacy Protection in Machine Learning

QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0

Authors: Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer | Published: 2021-11-09
Data Integrity Constraints
Efficiency of Distributed Learning
Defense Mechanism

Data privacy protection in microscopic image analysis for material data mining

Authors: Boyuan Ma, Xiang Yin, Xiaojuan Ban, Haiyou Huang, Neng Zhang, Hao Wang, Weihua Xue | Published: 2021-11-09
Privacy Protection in Machine Learning
Federated Learning