Deep Learning Method

Adversarial Objects Against LiDAR-Based Autonomous Driving Systems

Authors: Yulong Cao, Chaowei Xiao, Dawei Yang, Jing Fang, Ruigang Yang, Mingyan Liu, Bo Li | Published: 2019-07-11
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.11 2025.05.28
Literature Database

Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn

Authors: Ziv Katzir, Yuval Elovici | Published: 2019-07-11
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.11 2025.05.28
Literature Database

Neutaint: Efficient Dynamic Taint Analysis with Neural Networks

Authors: Dongdong She, Yizheng Chen, Abhishek Shah, Baishakhi Ray, Suman Jana | Published: 2019-07-08 | Updated: 2019-09-03
Security Testing
Data Flow Analysis
Deep Learning Method
2019.07.08 2025.05.28
Literature Database

QUOTIENT: Two-Party Secure Neural Network Training and Prediction

Authors: Nitin Agrawal, Ali Shahin Shamsabadi, Matt J. Kusner, Adrià Gascón | Published: 2019-07-08
MPC Algorithm
Privacy Protection
Deep Learning Method
2019.07.08 2025.05.28
Literature Database

Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions

Authors: Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison Cottrell, Geoffrey Hinton | Published: 2019-07-05 | Updated: 2020-02-18
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.05 2025.05.28
Literature Database

Adversarial Robustness through Local Linearization

Authors: Chongli Qin, James Martens, Sven Gowal, Dilip Krishnan, Krishnamurthy Dvijotham, Alhussein Fawzi, Soham De, Robert Stanforth, Pushmeet Kohli | Published: 2019-07-04 | Updated: 2019-10-10
Robustness Evaluation
Adversarial attack
Deep Learning Method
2019.07.04 2025.05.28
Literature Database

MimosaNet: An Unrobust Neural Network Preventing Model Stealing

Authors: Kálmán Szentannai, Jalal Al-Afandi, András Horváth | Published: 2019-07-02
DNN IP Protection Method
Adversarial attack
Deep Learning Method
2019.07.02 2025.05.28
Literature Database

Accurate, reliable and fast robustness evaluation

Authors: Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge | Published: 2019-07-01 | Updated: 2019-12-12
Adversarial attack
Optimization Strategy
Deep Learning Method
2019.07.01 2025.05.28
Literature Database

Comment on “Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network”

Authors: Roland S. Zimmermann | Published: 2019-07-01
Poisoning
Adversarial attack
Deep Learning Method
2019.07.01 2025.05.28
Literature Database

Adversarial Robustness via Label-Smoothing

Authors: Morgane Goibert, Elvis Dohmatob | Published: 2019-06-27 | Updated: 2019-10-15
Adversarial Example
Adversarial attack
Deep Learning Method
2019.06.27 2025.05.28
Literature Database
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