Explainability

Privacy-Preserving Algorithmic Recourse

Authors: Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lecue, Daniele Magazzeni | Published: 2023-11-23
Privacy Protection
Machine Learning Method
Explainability
2023.11.23 2025.05.28
Literature Database

Robust Ranking Explanations

Authors: Chao Chen, Chenghua Guo, Guixiang Ma, Ming Zeng, Xi Zhang, Sihong Xie | Published: 2023-07-08
Robustness Evaluation
Threat modeling
Explainability
2023.07.08 2025.05.28
Literature Database

A Survey on Explainable Artificial Intelligence for Cybersecurity

Authors: Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad | Published: 2023-03-07 | Updated: 2023-06-11
XAI (Explainable AI)
Cybersecurity
Explainability
2023.03.07 2025.05.28
Literature Database

Explaining Machine Learning DGA Detectors from DNS Traffic Data

Authors: Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio | Published: 2022-08-10
Attack Pattern Extraction
Machine Learning Method
Explainability
2022.08.10 2025.05.28
Literature Database

Backdooring Explainable Machine Learning

Authors: Maximilian Noppel, Lukas Peter, Christian Wressnegger | Published: 2022-04-20
Backdoor Attack
Attack Type
Explainability
2022.04.20 2025.05.28
Literature Database