Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

Author:

Senanayake JanakaORCID,Kalutarage HarshaORCID,Petrovski AndreiORCID,Piras LucaORCID,Al-Kadri Mhd OmarORCID

Funder

Robert Gordon University

University of Kelaniya

Publisher

Elsevier BV

Reference49 articles.

1. Convolutional neural network for software vulnerability detection;Yang,2022

2. Average number of new android app releases via google play per month from march 2019 to november 2023;Statista,2023

3. Comparative analysis of android and iOS from security viewpoint;Garg;Comp Sci Rev,2021

4. The cost of poor software quality in the US: A 2020 report;Krasner,2021

5. Software vulnerability analysis and discovery using machine-learning and data-mining techniques: A survey;Ghaffarian;ACM Comput Surv,2017

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