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Staff photo Charles Meyers

Charles Meyers

Contact

E-mail
charles.meyers@umu.se

Works as

Affiliation
Research student at Department of Computing Science
Location
MIT-huset, Umeå universitet Umeå universitet, 901 87 Umeå
Trustworthy machine learning
Report / UMINF, 25.10
Meyers, Charles
A training rate and survival heuristic for inference and robustness evaluation (Trashfire)
Proceedings of 2024 International Conference on Machine Learning and Cybernetics, IEEE 2025 : 613-623
Meyers, Charles; Saleh Sedghpour, Mohammad Reza; Löfstedt, Tommy; et al.
Massively parallel evasion attacks and the pitfalls of adversarial retraining
EAI Endorsed Transactions on Internet of Things, Gent EAI 2024, Vol. 10
Meyers, Charles; Löfstedt, Tommy; Elmroth, Erik
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems
Artificial Intelligence Review, Elsevier 2023, Vol. 56 : 217-251
Meyers, Charles; Löfstedt, Tommy; Elmroth, Erik
deckard: A declarative tool for machine learning robustness evaluation
Meyers, Charles
A tiny, client-side classifier
Meyers, Charles; MacSween, Aaron; Elmroth, Erik; et al.
A cost-aware approach to adversarial robustness in neural networks
Meyers, Charles; Saleh Sedghpour, Mohammad Reza; Elmroth, Erik; et al.
View publications in DiVA

Research groups

Group member
Autonomous Distributed Systems Lab