Deep Learning

Adversarial Attacks Against Medical Deep Learning Systems

Authors: Samuel G. Finlayson, Hyung Won Chung, Isaac S. Kohane, Andrew L. Beam | Published: 2018-04-15 | Updated: 2019-02-04
Adversarial Learning
Adversarial Attack Analysis
Deep Learning
2018.04.15 2025.05.28
Literature Database

A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content

Authors: Joshua Saxe, Richard Harang, Cody Wild, Hillary Sanders | Published: 2018-04-13
Web Page Content Analysis
Backdoor Detection
Deep Learning
2018.04.13 2025.05.28
Literature Database

Adversarial Examples: Attacks and Defenses for Deep Learning

Authors: Xiaoyong Yuan, Pan He, Qile Zhu, Xiaolin Li | Published: 2017-12-19 | Updated: 2018-07-07
Adversarial Spectrum Attack Detection
Adversarial Learning
Deep Learning
2017.12.19 2025.05.28
Literature Database

Learning Differentially Private Recurrent Language Models

Authors: H. Brendan McMahan, Daniel Ramage, Kunal Talwar, Li Zhang | Published: 2017-10-18 | Updated: 2018-02-24
Privacy-Preserving Machine Learning
Differential Privacy
Deep Learning
2017.10.18 2025.05.28
Literature Database

Neural Trojans

Authors: Yuntao Liu, Yang Xie, Ankur Srivastava | Published: 2017-10-03
Backdoor Detection
Attack Method
Deep Learning
2017.10.03 2025.05.28
Literature Database

Ensemble Adversarial Training: Attacks and Defenses

Authors: Florian Tramèr, Alexey Kurakin, Nicolas Papernot, Ian Goodfellow, Dan Boneh, Patrick McDaniel | Published: 2017-05-19 | Updated: 2020-04-26
Certified Robustness
Model Extraction Attack
Deep Learning
2017.05.19 2025.05.28
Literature Database