Cybersecurity, Artificial Intelligence, AI, Transfer Learning, Threat Intelligence.
Benefit: Potentially improves resilience by erasing attacker-injected knowledge, allows for domain-specific adaptations. Ultimately, the bigger risk depends on your specific scenario: Limited Data: If data is scarce for retraining, freezing weights might be riskier due to potential overfitting and