Деректерді Уландыру Шабуылы
method
ID: datapoisoningattack
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Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
AbstractDespite the widespread use of Knowledge Graph Embeddings (KGE), little is known about the security vulnerabilities that might disrupt their intended behaviour. We study data poisoning attacks against KGE models …...
Concealed Data Poisoning Attacks on NLP Models
AbstractAdversarial attacks alter NLP model predictions by perturbing test-time inputs. However, it is much less understood whether, and how, predictions can be manipulated with small, concealed changes to the training …...