Literature Database

Gödel’s Sentence Is An Adversarial Example But Unsolvable

Authors: Xiaodong Qi, Lansheng Han | Published: 2020-02-25
Adversarial Example
Adversarial Training
Vulnerability Prediction
2020.02.25 2025.05.28
Literature Database

Towards Backdoor Attacks and Defense in Robust Machine Learning Models

Authors: Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay | Published: 2020-02-25 | Updated: 2023-01-11
Backdoor Attack
Poisoning
Robustness Evaluation
2020.02.25 2025.05.28
Literature Database

Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space

Authors: Camilo Pestana, Naveed Akhtar, Wei Liu, David Glance, Ajmal Mian | Published: 2020-02-25
Robustness Evaluation
Adversarial Learning
Defense Method
2020.02.25 2025.05.28
Literature Database

HYDRA: Pruning Adversarially Robust Neural Networks

Authors: Vikash Sehwag, Shiqi Wang, Prateek Mittal, Suman Jana | Published: 2020-02-24 | Updated: 2020-11-10
Robustness Evaluation
Adversarial Training
Optimization Problem
2020.02.24 2025.05.28
Literature Database

Approximate Data Deletion from Machine Learning Models

Authors: Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Zou | Published: 2020-02-24 | Updated: 2021-02-23
Machine learning
Model Evaluation
Robustness Evaluation
2020.02.24 2025.05.28
Literature Database

Stealing Black-Box Functionality Using The Deep Neural Tree Architecture

Authors: Daniel Teitelman, Itay Naeh, Shie Mannor | Published: 2020-02-23
Training Data Extraction Method
Training Method
Machine Learning Method
2020.02.23 2025.05.28
Literature Database

An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning

Authors: Xue Yang, Yan Feng, Weijun Fang, Jun Shao, Xiaohu Tang, Shu-Tao Xia, Rongxing Lu | Published: 2020-02-23 | Updated: 2021-08-15
Privacy Protection Mechanism
Federated Learning
Defense Method
2020.02.23 2025.05.28
Literature Database

Neuron Shapley: Discovering the Responsible Neurons

Authors: Amirata Ghorbani, James Zou | Published: 2020-02-23 | Updated: 2020-11-13
Performance Evaluation
Feature Importance Analysis
Vulnerability Prediction
2020.02.23 2025.05.28
Literature Database

Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks

Authors: Kirthi Shankar Sivamani, Rajeev Sahay, Aly El Gamal | Published: 2020-02-22
Performance Evaluation
Adversarial Training
Defense Method
2020.02.22 2025.05.28
Literature Database

Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers

Authors: Chen Zhu, Renkun Ni, Ping-yeh Chiang, Hengduo Li, Furong Huang, Tom Goldstein | Published: 2020-02-22
Robustness Evaluation
Optimization Problem
Regularization
2020.02.22 2025.05.28
Literature Database
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