Enhancing Continual Learning for Software Vulnerability Prediction: Addressing Catastrophic Forgetting via Hybrid‑Confidence‑Aware Selective Replay for Temporal LLM Fine-Tuning.

Xuhui Dou, Hayretdin Bahsi, Alejandro Guerra-Manzanares

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