AIセキュリティポータルbot

A Closer Look at Evaluating the Bit-Flip Attack Against Deep Neural Networks

Authors: Kevin Hector, Mathieu Dumont, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2022-09-28 | Updated: 2022-09-30
DNN IP Protection Method
Model Design
Deep Learning Method

Anomaly detection optimization using big data and deep learning to reduce false-positive

Authors: Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki | Published: 2022-09-28
Security label
Data Protection Method
Deep Learning Method

A Snapshot of the Frontiers of Client Selection in Federated Learning

Authors: Gergely Dániel Németh, Miguel Ángel Lozano, Novi Quadrianto, Nuria Oliver | Published: 2022-09-27 | Updated: 2023-01-02
Client Clustering
Client Characteristics
Poisoning

Preprint: Privacy-preserving IoT Data Sharing Scheme

Authors: Ali Abdullah S. AlQahtani, Hosam Alamleh, Reem Alrawili | Published: 2022-09-26
IoT Security Risks
Privacy Protection Method
User Authentication System

FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems

Authors: Joel Brogan, Nell Barber, David Cornett, David Bolme | Published: 2022-09-26
Privacy Protection Method
Framework
Face Recognition System

Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy

Authors: Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas Maier | Published: 2022-09-23 | Updated: 2023-07-24
Privacy Protection Method
Privacy Assessment
Deep Learning Method

Privacy Attacks Against Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models

Authors: Sohaib Ahmad, Benjamin Fuller, Kaleel Mahmood | Published: 2022-09-22
Privacy Assessment
Model Extraction Attack
Face Recognition System

You Can’t Hide Behind Your Headset: User Profiling in Augmented and Virtual Reality

Authors: Pier Paolo Tricomi, Federica Nenna, Luca Pajola, Mauro Conti, Luciano Gamberini | Published: 2022-09-22
Dataset Generation
Privacy Assessment
User Authentication System

Talking Trojan: Analyzing an Industry-Wide Disclosure

Authors: Nicholas Boucher, Ross Anderson | Published: 2022-09-22
Open Source Disclosure
Security label
Vulnerability Attack Method

Android Private Compute Core Architecture

Authors: Eugenio Marchiori, Sarah de Haas, Sergey Volnov, Ronnie Falcon, Roxanne Pinto, Marco Zamarato | Published: 2022-09-21 | Updated: 2022-09-22
Privacy Protection
Privacy Technique
Dynamic Access Control