Interpreting Machine and Deep Learning Models for PDF Malware Detection using XAI and SHAP Framework
Author:
Affiliation:
1. BRAC University,Computer Science and Engineering,Dhaka,Bangladesh
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10100964/10100966/10101116.pdf?arnumber=10101116
Reference14 articles.
1. Grad-CAM for Visualizing Diabetic Retinopathy
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3. Intelligent optimal gated recurrent unit based malicious pdf detection and classification model;pandi;Proceedings of the IEEE,2022
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Cited by 2 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. Interpretability of deep neural networks: A review of methods, classification and hardware;Neurocomputing;2024-10
2. XAI-PDF: A Robust Framework for Malicious PDF Detection Leveraging SHAP-Based Feature Engineering;The International Arab Journal of Information Technology;2024-01-01
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