Literature Database

Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN

Authors: Jean-Christophe Burnel, Kilian Fatras, Nicolas Courty | Published: 2020-01-27
Data Generation Method
Adversarial Example
Generative Adversarial Network

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks

Authors: Rehana Mahfuz, Rajeev Sahay, Aly El Gamal | Published: 2020-01-26
Adversarial Learning
Adversarial Attack Detection
Effectiveness Analysis of Defense Methods

Secondary Use of Electronic Health Record: Opportunities and Challenges

Authors: Shahid Munir Shah, Rizwan Ahmed Khan | Published: 2020-01-26
Privacy Enhancing Technology
Research Methodology
Clinical Research

Privacy for All: Demystify Vulnerability Disparity of Differential Privacy against Membership Inference Attack

Authors: Bo Zhang, Ruotong Yu, Haipei Sun, Yanying Li, Jun Xu, Hui Wang | Published: 2020-01-24
Privacy Assurance
Privacy Enhancing Technology
Statistical Methods

On the human evaluation of audio adversarial examples

Authors: Jon Vadillo, Roberto Santana | Published: 2020-01-23 | Updated: 2021-02-12
Adversarial Example
Adversarial Attack Detection
Malfunction of Voice Assistants

Adversarial Attack on Community Detection by Hiding Individuals

Authors: Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang | Published: 2020-01-22
Community Detection
Poisoning
Adversarial Attack Detection

Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning

Authors: Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau | Published: 2020-01-21 | Updated: 2020-02-16
Adversarial Attack Detection
Deep Reinforcement Learning

HRFA: High-Resolution Feature-based Attack

Authors: Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang | Published: 2020-01-21 | Updated: 2020-10-22
Adversarial Example
Adversarial Attack Detection
Generative Adversarial Network

Secure and Robust Machine Learning for Healthcare: A Survey

Authors: Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha | Published: 2020-01-21
Medical Image Analysis
Adversarial Example
Machine Learning Method

An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks SAD-F: Spark Based Anomaly Detection Framework

Authors: Awais Ahmed, Sufian Hameed, Muhammad Rafi, Qublai Khan Ali Mirza | Published: 2020-01-21 | Updated: 2020-02-14
DDoS Attack Detection
Network Threat Detection
Machine Learning Method