Fisher information selects task-relevant parts of graph features to fuse with pretrained code models, improving vulnerability detection F1 by up to 6.3 points on BigVul, Devign, and ReVeal.
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Focus on What Matters: Fisher-Guided Adaptive Multimodal Fusion for Vulnerability Detection
Fisher information selects task-relevant parts of graph features to fuse with pretrained code models, improving vulnerability detection F1 by up to 6.3 points on BigVul, Devign, and ReVeal.