LoRA-based Parameter-Efficient LLMs for Continuous Learning in Edge-based Malware Detection

Christian Rondanini, Barbara Carminati, Elena Ferrari +2

The proliferation of edge devices has created an urgent need for security solutions capable of detecting malware in real time while operating under strict computational and memory…