20 citations · 25 across the 11 of their papers we have counts for
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cs.CR2025
A Systematic Review of Poisoning Attacks Against Large Language Models
Neil Fendley, Edward W. Staley, Joshua Carney +3
With the widespread availability of pretrained Large Language Models (LLMs) and their training datasets, concerns about the security risks associated with their usage has increased…
cs.LG2025
Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning
Brennon Brimhall, Philip Mathew, Neil Fendley +2
Machine unlearning methods take a model trained on a dataset and a forget set, then attempt to produce a model as if it had only been trained on the examples not in the forget set.…