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Wei Kong

2 accepted papers

2024

A New Perspective of Deep Learning Testing Framework: Human-Computer Interaction Based Neural Network Testing

ICRA 2024poster

Deep learning models have revolutionized various domains but have also raised concerns regarding their security and reliability. Adversarial attacks and coverage-based testing have been extensively studied to assess and enhance the dependability of deep neural networks. However, current research in…

Cited by 0SourceScholar
2024

Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection

NeurIPS 2024poster

Deep learning technologies have demonstrated remarkable performance in vulnerability detection. Existing works primarily adopt a uniform and consistent feature learning pattern across the entire target set. While designed for general-purpose detection tasks, they lack sensitivity towards target code…

Cited by 0SourcePDFScholar