Data Generation

Mobile authentication of copy detection patterns

Authors: Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy | Published: 2022-03-04 | Updated: 2022-05-18
Dataset Generation
Data Generation
Model Performance Evaluation

Automated Side Channel Analysis of Media Software with Manifold Learning

Authors: Yuanyuan Yuan, Qi Pang, Shuai Wang | Published: 2021-12-09 | Updated: 2021-12-10
Data Generation
Privacy Violation
Medical Image Analysis

Adversarial Attacks Against Deep Generative Models on Data: A Survey

Authors: Hui Sun, Tianqing Zhu, Zhiqiu Zhang, Dawei Jin. Ping Xiong, Wanlei Zhou | Published: 2021-12-01
Data Generation
Backdoor Attack
Adversarial Attack Methods

Property Inference Attacks Against GANs

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

Secure Machine Learning in the Cloud Using One Way Scrambling by Deconvolution

Authors: Yiftach Savransky, Roni Mateless, Gilad Katz | Published: 2021-11-04
Data Generation
Privacy Protection
Reconstruction Durability

Don’t Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence

Authors: Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis | Published: 2021-11-01 | Updated: 2021-11-29
Data Generation
Trade-off Analysis
Privacy Risk Management

Availability Attacks Create Shortcuts

Authors: Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu | Published: 2021-11-01 | Updated: 2022-06-02
DDoS Attack
Data Generation
Adversarial Attack Detection

A ground-truth dataset of real security patches

Authors: Sofia Reis, Rui Abreu | Published: 2021-10-18
Data Generation
Data Management System
Automated Vulnerability Remediation

Infinitely Divisible Noise in the Low Privacy Regime

Authors: Rasmus Pagh, Nina Mesing Stausholm | Published: 2021-10-13 | Updated: 2022-03-07
Data Generation
Privacy Violation
Federated Learning

Datasets are not Enough: Challenges in Labeling Network Traffic

Authors: Jorge Guerra, Carlos Catania, Eduardo Veas | Published: 2021-10-12 | Updated: 2021-12-30
Challenges of Data Labeling
Data Generation
Role of Machine Learning