Cybersecurity, Artificial Intelligence, AI, Transfer Learning, Threat Intelligence.
attacker might exploit existing vulnerabilities or knowledge leakage from the pre-trained model. Benefit: Faster deployment, less computational resources required. Retraining the whole model: Risk: Requires more data and computational resources, potential for introducing new vulnerabilities.