Aug 2026
Fed-blam: federated BERT and LLaMA for IoT malware detection
Experimental results demonstrate that the federated LLM-based models consistently outperform a multilayer perceptron baseline, with the LLaMA model achieving up to 99.9% accuracy and F1-score while generalising effectively to previously unseen device types.
Chloe Nazaruk, Rahim Taheri, Gelayol Golcarenarenji et al.
· Journal of Supercomputing · 0 citations