Panos Papadimitratos
2 indexed papers
Recent (6 mo)
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226
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Crypto×2AI×2Networking×1Distributed×1ML×1
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2026
FedTrident: Resilient Road Condition Classification Against Poisoning Attacks in Federated Learning
FedTrident proposes a comprehensive framework to defend Federated Learning-based Road Condition Classification against Targeted Label-Flipping Attacks, achieving robust performance comparable to non-attack scenarios.
PAMPOS: Causal Transformer-based Trajectory Prediction for Attack-Agnostic Misbehavior Detection in V2X Networks
PAMPOS introduces a causal transformer-decoder that learns normal mobility patterns from benign V2X trajectories, enabling attack-agnostic misbehavior detection by identifying deviations from predicted kinematic steps.
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Papers
cs.CRcs.AIcs.NIRecentMay 7, 2026
PAMPOS: Causal Transformer-based Trajectory Prediction for Attack-Agnostic Misbehavior Detection in V2X Networks
PAMPOS introduces a causal transformer-decoder that learns normal mobility patterns from benign V2X trajectories, enabling attack-agnostic misbehavior detection by identifying deviations from predicte…
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cs.CRcs.AIcs.DCRecentMar 19, 2026