CNF: An Automated Test Case Generation Method Based on Neuron Coverage Guidance in Key Network Layers

To address the issue of low efficiency and inability to cover all test scenarios in manually generated test datasets, an automated test case generation method called Critical Network Layer Fuzzy testing (CNF) is proposed, based on the key network layer neuron coverage guidance criterion. The convolu...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Yiran Gu, Yunlai Sun, Yiling Wu, Fei Yan
Format: Article
Language:English
Published: IEEE 2025-01-01
Subjects:
Fuzzy testing
neuron coverage
target detection
deep learning
Online Access:https://ieeexplore.ieee.org/document/10982285/

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