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researcher

Thomas F. Melham

2 papers hereh-index 29 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.CR1
  • cs.FL1

identity via Semantic Scholar / OpenAlex

most citedActive Learning of Abstract System Models from Traces using Model Checking [Extended]

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2026

Privilege and confidentiality in generative AI workflows

Václav Janeček, Thomas Melham

Generative AI (GenAI) systems store and process client data in three distinct ways: in the model's parameters through training and memorisation, in the context window during a live…

cs.FL2021★ 1 cited

Active Learning of Abstract System Models from Traces using Model Checking [Extended]

Natasha Yogananda Jeppu, Tom Melham, Daniel Kroening

We present a new active model-learning approach to generating abstractions of a system implementation, as finite state automata (FSAs), from execution traces. Given an implementati…

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