Adversarial Learning

Generating Semantic Adversarial Examples via Feature Manipulation

Authors: Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen | Published: 2020-01-06 | Updated: 2022-05-20
Data Generation
Adversarial Example
Adversarial Learning
2020.01.06 2025.05.28
Literature Database

Toward Optimal Adversarial Policies in the Multiplicative Learning System with a Malicious Expert

Authors: S. Rasoul Etesami, Negar Kiyavash, Vincent Leon, H. Vincent Poor | Published: 2020-01-02 | Updated: 2020-09-18
Adversarial Learning
Optimization Methods
Statistical Methods
2020.01.02 2025.05.28
Literature Database

ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense

Authors: Ying Meng, Jianhai Su, Jason O'Kane, Pooyan Jamshidi | Published: 2020-01-02 | Updated: 2020-10-16
Adversarial Learning
Watermark Evaluation
Effectiveness Analysis of Defense Methods
2020.01.02 2025.05.28
Literature Database

Face X-ray for More General Face Forgery Detection

Authors: Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo | Published: 2019-12-31 | Updated: 2020-04-19
Algorithm
Detection of Deepfakes
Adversarial Learning
2019.12.31 2025.05.28
Literature Database

Adversarial Example Generation using Evolutionary Multi-objective Optimization

Authors: Takahiro Suzuki, Shingo Takeshita, Satoshi Ono | Published: 2019-12-30
Effective Perturbation Methods
Multi-Objective Optimization
Adversarial Learning
2019.12.30 2025.05.28
Literature Database

Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks

Authors: Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis | Published: 2019-12-29 | Updated: 2021-02-03
SGD Characteristics
Robustness Evaluation
Adversarial Learning
2019.12.29 2025.05.28
Literature Database

Cyber Situation Awareness with Active Learning for Intrusion Detection

Authors: Steven McElwee, James Cannady | Published: 2019-12-29
Model Selection Method
Adversarial Learning
Automated Intrusion Detection System
2019.12.29 2025.05.28
Literature Database

secml: A Python Library for Secure and Explainable Machine Learning

Authors: Maura Pintor, Luca Demetrio, Angelo Sotgiu, Marco Melis, Ambra Demontis, Battista Biggio | Published: 2019-12-20 | Updated: 2022-05-13
Poisoning
Adversarial Learning
Watermark Evaluation
2019.12.20 2025.05.28
Literature Database

Explainability and Adversarial Robustness for RNNs

Authors: Alexander Hartl, Maximilian Bachl, Joachim Fabini, Tanja Zseby | Published: 2019-12-20 | Updated: 2020-02-19
Taxonomy of Attacks
Adversarial Learning
Effectiveness Analysis of Defense Methods
2019.12.20 2025.05.28
Literature Database

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task

Authors: Aykut Çayır, Uğur Ünal, Hasan Dağ | Published: 2019-12-20 | Updated: 2020-08-23
Adversarial Learning
Deep Learning
Watermark Evaluation
2019.12.20 2025.05.28
Literature Database
Next page