SoK: Explainable Machine Learning for Computer Security Applications-Reference-Cited by-同舟云学术

SoK: Explainable Machine Learning for Computer Security Applications

Published:2023-07 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P)
language:
Short-container-title:

Author:

Nadeem Azqa¹,Vos Daniël¹,Cao Clinton¹,Pajola Luca¹,Dieck Simon¹,Baumgartner Robert¹,Verwer Sicco¹

Affiliation:

1. Delft University of Technology,Delft,The Netherlands

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10190357/10190476/10190524.pdf?arnumber=10190524

Reference141 articles.

1. Explainable AI methods in cyber risk management;giudici;Quality and Reliability Engineering International,2021

2. Interpretation of Neural Networks Is Fragile

3. XAI-based Microarchitectural Side-Channel Analysis for Website Fingerprinting Attacks and Defenses;gulmezoglu;IEEE Transactions on Dependable and Secure Computing,2021

4. European Union Regulations on Algorithmic Decision-Making and a “Right to Explanation”

5. An empirical comparison of botnet detection methods

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Can LLMs Understand Computer Networks? Towards a Virtual System Administrator;2024 IEEE 49th Conference on Local Computer Networks (LCN);2024-10-08

2. Explainable and interpretable machine learning and data mining;Data Mining and Knowledge Discovery;2024-07-30

3. Explainability Guided Adversarial Evasion Attacks on Malware Detectors;2024 33rd International Conference on Computer Communications and Networks (ICCCN);2024-07-29

4. Position: The Explainability Paradox - Challenges for XAI in Malware Detection and Analysis;2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW);2024-07-08

5. Bad Design Smells in Benchmark NIDS Datasets;2024 IEEE 9th European Symposium on Security and Privacy (EuroS&P);2024-07-08