All Outputs (2)

Evaluating Language Model Vulnerability to Poisoning Attacks in Low-Resource Settings (2024)
Journal Article
Plant, R., Giuffrida, M. V., Pitropakis, N., & Gkatzia, D. (2024). Evaluating Language Model Vulnerability to Poisoning Attacks in Low-Resource Settings. IEEE/ACM Transactions on Audio, Speech and Language Processing, 33, 54-67. https://doi.org/10.1109/taslp.2024.3507565

Pre-trained language models are a highly effective source of knowledge transfer for natural language processing tasks, as their development represents an investment of resources beyond the reach of most researchers and end users. The widespread avail... Read More about Evaluating Language Model Vulnerability to Poisoning Attacks in Low-Resource Settings.

You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models (2024)
Journal Article
Plant, R., Giuffrida, V., & Gkatzia, D. (2025). You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models. Computer Speech and Language, 90, Article 101746. https://doi.org/10.1016/j.csl.2024.101746

The widespread use of pre-trained language models has revolutionised knowledge transfer in natural language processing tasks. However, there is a concern regarding potential breaches of user trust due to the risk of re-identification attacks, where m... Read More about You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models.