Explainability in AI-based behavioral malware detection systems-Reference-Cited by-同舟云学术

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Explainability in AI-based behavioral malware detection systems

Published:2024-06 Issue: Volume:141 Page:103842
ISSN:0167-4048
Container-title:Computers & Security
language:en
Short-container-title:Computers & Security

Author:

Galli Antonio^ORCID,La Gatta Valerio^ORCID,Moscato Vincenzo,Postiglione Marco^ORCID,Sperlì Giancarlo^ORCID

Publisher

Elsevier BV

Reference71 articles.

1. Malware detection based on structural and behavioural features of api calls;Alazab,2010

2. Explainable artificial intelligence (XAI): what we know and what is left to attain trustworthy artificial intelligence;Ali;Inf. Fusion,2023

3. Explaining recurrent neural network predictions in sentiment analysis;Arras;EMNLP,2017

Cited by 5 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. The revolution and vision of explainable AI for Android malware detection and protection;Internet of Things;2024-10

2. Fair XIDS: Ensuring fairness and transparency in intrusion detection models;Concurrency and Computation: Practice and Experience;2024-08-26

3. Efficient malware detection using hybrid approach of transfer learning and generative adversarial examples with image representation;Expert Systems;2024-08-13

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. Explainable Obfuscated Memory Malware Detector Using Sparse Projections with Isolated Family Distinction Paradigm;2024

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