Federated personalization of foundation models creates hard-to-detect trustworthiness failures due to privacy constraints, and existing benchmarks cannot adequately evaluate them.
Local power grids at risk – an experimental and simulation-based analysis of attacks on vehicle-to-grid communication,
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Hybrid NIDS plus HIDS achieves 99.99% accuracy on network attacks and 83.47% on selected host attacks for EV charging stations.
citing papers explorer
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Silent Failures in Federated Personalization of Foundation Models
Federated personalization of foundation models creates hard-to-detect trustworthiness failures due to privacy constraints, and existing benchmarks cannot adequately evaluate them.
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A Hybrid Intrusion Detection System for Electric Vehicle Charging Infrastructure
Hybrid NIDS plus HIDS achieves 99.99% accuracy on network attacks and 83.47% on selected host attacks for EV charging stations.