Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning
Authors: Robert Chew, Matthew R. Williams, Elan A. Segarra, Alexander J. Preiss, Amanda Konet, Terrance D. Savitsky | Published: 2025-03-27
テキスト分類の応用
TextDecepter: Hard Label Black Box Attack on Text Classifiers
Authors: Sachin Saxena | Published: 2020-08-16 | Updated: 2020-12-28
Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)
Authors: Lukas Halgas, Ioannis Agrafiotis, Jason R. C. Nurse | Published: 2019-08-09
Training Set Camouflage
Authors: Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu | Published: 2018-12-13
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification
Authors: Qi Lei, Lingfei Wu, Pin-Yu Chen, Alexandros G. Dimakis, Inderjit S. Dhillon, Michael Witbrock | Published: 2018-12-01 | Updated: 2019-04-04
Generalised Differential Privacy for Text Document Processing
Authors: Natasha Fernandes, Mark Dras, Annabelle McIver | Published: 2018-11-26 | Updated: 2019-02-05