Literature Database

On the Difficulty of Membership Inference Attacks

Authors: Shahbaz Rezaei, Xin Liu | Published: 2020-05-27 | Updated: 2021-03-22
Performance Evaluation
Attack Evaluation
Machine Learning
2020.05.27 2025.05.28
Literature Database

Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models

Authors: Mitch Hill, Jonathan Mitchell, Song-Chun Zhu | Published: 2020-05-27 | Updated: 2021-03-18
Adversarial Example
Adversarial attack
Machine Learning Technology
2020.05.27 2025.05.28
Literature Database

Enhancing Resilience of Deep Learning Networks by Means of Transferable Adversaries

Authors: Moritz Seiler, Heike Trautmann, Pascal Kerschke | Published: 2020-05-27
Training Data Generation
Adversarial Example
Defense Effectiveness Analysis
2020.05.27 2025.05.28
Literature Database

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

Authors: Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos | Published: 2020-05-27
Algorithm
Machine Learning
Machine Learning Technology
2020.05.27 2025.05.28
Literature Database

Effects of Forward Error Correction on Communications Aware Evasion Attacks

Authors: Matthew DelVecchio, Bryse Flowers, William C. Headley | Published: 2020-05-27
Adversarial attack
Machine Learning Technology
Communication Loss
2020.05.27 2025.05.28
Literature Database

Identifying Vulnerabilities of Industrial Control Systems using Evolutionary Multiobjective Optimisation

Authors: Nilufer Tuptuk, Stephen Hailes | Published: 2020-05-27
Algorithm
Attack Evaluation
Optimization Methods
2020.05.27 2025.05.28
Literature Database

A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices

Authors: Cong Wang, Yanru Xiao, Xing Gao, Li Li, Jun Wang | Published: 2020-05-26 | Updated: 2020-08-17
Performance Evaluation
Poisoning
Machine Learning Technology
2020.05.26 2025.05.28
Literature Database

A Protection against the Extraction of Neural Network Models

Authors: Hervé Chabanne, Vincent Despiegel, Linda Guiga | Published: 2020-05-26 | Updated: 2020-07-31
Adversarial attack
Machine Learning
Machine Learning Technology
2020.05.26 2025.05.28
Literature Database

Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities

Authors: Shuhan Yuan, Xintao Wu | Published: 2020-05-25
Machine Learning
Machine Learning Technology
Threat Model
2020.05.25 2025.05.28
Literature Database

Keyed Non-Parametric Hypothesis Tests

Authors: Yao Cheng, Cheng-Kang Chu, Hsiao-Ying Lin, Marius Lombard-Platet, David Naccache | Published: 2020-05-25
Poisoning
Adversarial attack
Machine Learning Technology
2020.05.25 2025.05.28
Literature Database
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