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John F. Buford

2 papers hereh-index 3127 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

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

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 2 cited

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

Jiaeli Shi, Najah Ghalyan, Kostis Gourgoulias +2

Machine learning models trained on sensitive or private data can inadvertently memorize and leak that information. Machine unlearning seeks to retroactively remove such details fro…

cs.CL2023★ 1 cited

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

Zefang Liu, John Buford

Anomaly detection in command shell sessions is a critical aspect of computer security. Recent advances in deep learning and natural language processing, particularly transformer-ba…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.