Privacy Enhancing Technology

Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning

Authors: Tanveer Khan, Khoa Nguyen, Antonis Michalas | Published: 2023-01-20
DNN IP Protection Method
Integration of FL and HE
Privacy Enhancing Technology

Universal Neural-Cracking-Machines: Self-Configurable Password Models from Auxiliary Data

Authors: Dario Pasquini, Giuseppe Ateniese, Carmela Troncoso | Published: 2023-01-18 | Updated: 2024-03-13
Privacy Enhancing Technology
User Authentication System
Self-Attention Mechanism

Command Line Interface Risk Modeling

Authors: Dr Anthony L. Faulds | Published: 2023-01-17
Privacy Enhancing Technology
Model Performance Evaluation
Feature Importance Analysis

Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation

Authors: Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot | Published: 2023-01-09 | Updated: 2023-04-12
DNN IP Protection Method
Privacy Enhancing Technology
Poisoning

Negative Results of Fusing Code and Documentation for Learning to Accurately Identify Sensitive Source and Sink Methods An Application to the Android Framework for Data Leak Detection

Authors: Jordan Samhi, Maria Kober, Abdoul Kader Kabore, Steven Arzt, Tegawendé F. Bissyandé, Jacques Klein | Published: 2023-01-09 | Updated: 2023-01-11
Data Privacy Assessment
Privacy Enhancing Technology
Program Analysis

Introducing Model Inversion Attacks on Automatic Speaker Recognition

Authors: Karla Pizzi, Franziska Boenisch, Ugur Sahin, Konstantin Böttinger | Published: 2023-01-09
Privacy Enhancing Technology
Membership Inference
Speech Synthesis Technology

IronForge: An Open, Secure, Fair, Decentralized Federated Learning

Authors: Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu, Xiwei Xu | Published: 2023-01-07
Privacy Enhancing Technology
Prompt Injection
Reward Mechanism Design

Privacy and Efficiency of Communications in Federated Split Learning

Authors: Zongshun Zhang, Andrea Pinto, Valeria Turina, Flavio Esposito, Ibrahim Matta | Published: 2023-01-04 | Updated: 2023-01-07
DNN IP Protection Method
Privacy Enhancing Technology
Optimization Methods

Ranking Differential Privacy

Authors: Shirong Xu, Will Wei Sun, Guang Cheng | Published: 2023-01-02
Privacy Enhancing Technology
Optimization Methods
Statistical Methods

Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain

Authors: Vesal Ahsani, Ali Rahimi, Mehdi Letafati, Babak Hossein Khalaj | Published: 2023-01-01 | Updated: 2023-01-11
Backdoor Attack
Privacy Enhancing Technology
Blockchain Integration