Latent Anchor-Driven Test Generation for Deep Neural Networks

Arxiv CS.LG (machine learning)

New method uses latent anchors to guide test generation, aiming to improve coverage and vulnerability detection in safety-critical DNNs. Approach leverages internal model representations to generate diverse and targeted test inputs.

deep-learningneural-networks

Arxiv CS.LG (machine learning)·Bin DuanMatthew B. DwyerGuowei Yang

7 days ago