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

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

<p>Ensuring strict adherence to security during the phases of Android app development is essential, primarily due to the prevalent issue of apps being released without adequate security measures in place. While a few automated tools are employed to reduce potential vulnerabilities during devel...

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Bibliographic Details
Main Author: Janaka Senanayake (21749174) (author)
Other Authors: Harsha Kalutarage (17541414) (author), Andrei Petrovski (6262691) (author), Luca Piras (7007807) (author), Omar Al Kadri (21152969) (author)
Published: 2024
Subjects:
Information and computing sciences
Artificial intelligence
Cybersecurity and privacy
Data management and data science
Distributed computing and systems software
Information systems
Machine learning
Software engineering
Android application protection
Code vulnerability
Neural network
Federated learning
Source code privacy
Explainable AI
Blockchain
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