Literature Database

Data and Model Dependencies of Membership Inference Attack

Authors: Shakila Mahjabin Tonni, Dinusha Vatsalan, Farhad Farokhi, Dali Kaafar, Zhigang Lu, Gioacchino Tangari | Published: 2020-02-17 | Updated: 2020-07-25
Training Method
Model Selection Method
Defense Method
2020.02.17 2025.05.28
Literature Database

Multi-Task Siamese Neural Network for Improving Replay Attack Detection

Authors: Patrick von Platen, Fei Tao, Gokhan Tur | Published: 2020-02-16
Training Method
Loss Function
Feature Extraction Method
2020.02.16 2025.05.28
Literature Database

Federated Learning with Matched Averaging

Authors: Hongyi Wang, Mikhail Yurochkin, Yuekai Sun, Dimitris Papailiopoulos, Yasaman Khazaeni | Published: 2020-02-15
Optimization Strategy
Deep Learning Method
Federated Learning
2020.02.15 2025.05.28
Literature Database

Undersensitivity in Neural Reading Comprehension

Authors: Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel | Published: 2020-02-15
Training Method
Vulnerability Attack Method
Defense Method
2020.02.15 2025.05.28
Literature Database

Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS

Authors: Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal | Published: 2020-02-15
Training Method
Malware Detection
Machine Learning Algorithm
2020.02.15 2025.05.28
Literature Database

Adversarial Distributional Training for Robust Deep Learning

Authors: Yinpeng Dong, Zhijie Deng, Tianyu Pang, Hang Su, Jun Zhu | Published: 2020-02-14 | Updated: 2020-11-19
Training Method
Robustness Evaluation
Loss Function
2020.02.14 2025.05.28
Literature Database

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets

Authors: Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma | Published: 2020-02-14
Poisoning
Adversarial Attack Detection
Defense Method
2020.02.14 2025.05.28
Literature Database

Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Authors: Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan | Published: 2020-02-13 | Updated: 2020-07-25
Vulnerability of Adversarial Examples
Adversarial Attack Methods
Machine Learning Application
2020.02.13 2025.05.28
Literature Database

CEB Improves Model Robustness

Authors: Ian Fischer, Alexander A. Alemi | Published: 2020-02-13
Poisoning
Model Selection Method
Robustness Evaluation
2020.02.13 2025.05.28
Literature Database

Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks

Authors: Roi Pony, Itay Naeh, Shie Mannor | Published: 2020-02-12 | Updated: 2021-06-04
Video Classification
Expression of Gratitude
Adversarial Attack Methods
2020.02.12 2025.05.28
Literature Database
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