Tom Melham

Tom Melham

University of Oxford

H-index: 29

Europe-United Kingdom

About Tom Melham

Tom Melham, With an exceptional h-index of 29 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of verification, automated reasoning, theorem proving, logic, law and technology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Symbolic task inference in deep reinforcement learning

Enhancing active model learning with equivalence checking using simulation relations

Towards a Hybrid Approach to Protect Against Memory Safety Vulnerabilities

A formal CHERI-C semantics for verification

Position paper: Towards a hybrid approach to protect against memory safety vulnerabilities

Active learning of abstract system models from traces using model checking

Exposing previously undetectable faults in deep neural networks

Deepsynth: Automata synthesis for automatic task segmentation in deep reinforcement learning

Tom Melham Information

University

Position

Professor of Computer Science

Citations(all)

5601

Citations(since 2020)

714

Cited By

5049

hIndex(all)

29

hIndex(since 2020)

13

i10Index(all)

52

i10Index(since 2020)

17

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Tom Melham Skills & Research Interests

verification

automated reasoning

theorem proving

logic

law and technology

Top articles of Tom Melham

Title

Journal

Author(s)

Publication Date

Symbolic task inference in deep reinforcement learning

Journal of Artificial Intelligence Research (JAIR)

Hosein Hasanbeig

Natasha Yogananda Jeppu

Alessandro Abate

Tom Melham

Daniel Kroening

2023

Enhancing active model learning with equivalence checking using simulation relations

Formal Methods in System Design

Natasha Yogananda Jeppu

Tom Melham

Daniel Kroening

2023/8/6

Towards a Hybrid Approach to Protect Against Memory Safety Vulnerabilities

Authorea Preprints

Ahmed Bhayat

Lucas Cordeiro

Giles Reger

Fedor Shmarov

Konstantin Korovin

...

2023/11/8

A formal CHERI-C semantics for verification

Seung Hoon Park

Rekha Pai

Tom Melham

2023/4/22

Position paper: Towards a hybrid approach to protect against memory safety vulnerabilities

Kaled Alshmrany

Ahmed Bhayat

Franz Brauße

Lucas Cordeiro

Konstantin Korovin

...

2022/10/18

Active learning of abstract system models from traces using model checking

Natasha Yogananda Jeppu

Tom Melham

Daniel Kroening

2022/3/14

Exposing previously undetectable faults in deep neural networks

Isaac Dunn

Hadrien Pouget

Tom Melham

Daniel Kroening

2021

Deepsynth: Automata synthesis for automatic task segmentation in deep reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

Mohammadhosein Hasanbeig

Natasha Yogananda Jeppu

Alessandro Abate

Tom Melham

Daniel Kroening

2021/5/18

End-to-end formal verification of a risc-v processor extended with capability pointers

Dapeng Gao

Tom Melham

2021/10/19

Hardware/software co-verification using path-based symbolic execution

arXiv preprint arXiv:2001.01324

Rajdeep Mukherjee

Saurabh Joshi

John O'Leary

Daniel Kroening

Tom Melham

2020/1/5

Learning concise models from long execution traces

Natasha Yogananda Jeppu

Thomas Melham

Daniel Kroening

John O’Leary

2020/7/20

Evaluating robustness to context-sensitive feature perturbations of different granularities

arXiv preprint arXiv:2001.11055

Isaac Dunn

Laura Hanu

Hadrien Pouget

Daniel Kroening

Tom Melham

2020/1/29

See List of Professors in Tom Melham University(University of Oxford)

Co-Authors

H-index: 92
Denis Noble

Denis Noble

University of Oxford

H-index: 50
Bart Jacobs

Bart Jacobs

Radboud Universiteit

H-index: 48
Clark Barrett

Clark Barrett

Stanford University

H-index: 30
Philip D. Gray

Philip D. Gray

University of Glasgow

H-index: 29
Louise Dennis

Louise Dennis

Manchester University

H-index: 29
Carl Seger

Carl Seger

Chalmers tekniska högskola

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