Search Results for author: John Buford

Found 2 papers, 0 papers with code

DeepClean: Machine Unlearning on the Cheap by Resetting Privacy Sensitive Weights using the Fisher Diagonal

no code implementations17 Nov 2023 Jiaeli Shi, Najah Ghalyan, Kostis Gourgoulias, John Buford, Sean Moran

By leveraging the FIM diagonal, our approach provides an interpretable, lightweight, and efficient solution for machine unlearning with practical privacy benefits.

Machine Unlearning

Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Approaches

no code implementations20 Oct 2023 Zefang Liu, John Buford

This work highlights the potential of leveraging recent advances in transformers to address important computer security challenges.

Anomaly Detection Computer Security

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