Cryptographic dependency updates can install cleanly and pass visible regression tests while changing project-facing behavior or leaving an application inside a vulnerable version range. This study presents VeriCrypt-Agent, an evidence-grounded workflow for bounded-autonomy cryptographic maintenance. The system combine...
V. Tynchenko, Alexey S. Borodulin, Dmitriy Martysyuk et al.· Computers· 0 citations
Deep hypergraph learning is evaluated almost entirely through leaderboards that rank methods by mean accuracy over a few random seeds, usually without significance testing. Is there a best hypergraph neural network, or does the apparent ordering reflect seed noise? We independently recomputed the node-classification tr...
V. Tynchenko, S. Kurashkin, Alexey S. Borodulin et al.· Machine Learning and Knowled...· 0 citations
This review is, to the authors' knowledge, the first organised around the current generation of tabular foundation models, and taxonomises the architectures by pretraining regime, maps the capability space across five axes, isolates the language-model-on-tabular strand for prediction, feature engineering and generation...
S. Kurashkin, V. Tynchenko, Alexey S. Borodulin et al.· Machine Learning and Knowled...· 1 citation
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