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Robert Stanforth — most-cited papers & profile · Cybersecurity
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Robert Stanforth
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Most-cited papers
On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models
2018
Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles
2018
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation
2019
IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound
2022
Differentially Private Diffusion Models Generate Useful Synthetic Images
2023
Expressive Losses for Verified Robustness via Convex Combinations
2023
Top co-authors
Krishnamurthy Dvijotham
· 4
Pushmeet Kohli
· 3
Rudy Bunel
· 3
Sven Gowal
· 3
Alessandro De Palma
· 2
Jonathan Uesato
· 2
M. Pawan Kumar
· 2
Alessio Lomuscio
· 1
Borja Balle
· 1
Brendan O'Donoghue
· 1
Chongli Qin
· 1
Chris Dyer
· 1
Topics
Adversarial ML
cs.LG
cs.CR
stat.ML
cs.CV