160 citations · 598 across the 22 of their papers we have counts for
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cs.CR2023★ 2 cited
ICCPS: Impact discovery using causal inference for cyber attacks in CPSs
Rajib Ranjan Maiti, Sridhar Adepu, Emil Lupu
We propose a new method to quantify the impact of cyber attacks in Cyber Physical Systems (CPSs). In particular, our method allows to identify the Design Parameter (DPs) affected d…
cs.LG2023
Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer +1
Machine Learning (ML) algorithms are vulnerable to poisoning attacks, where a fraction of the training data is manipulated to deliberately degrade the algorithms' performance. Opti…