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Home/Authors/Konstantinos Kalogiannis

Konstantinos Kalogiannis

1 indexed paper

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Publications per year

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26

Top categories

Crypto×1AI×1Networking×1

Frequent co-authors

Ahmed Mohamed Hussain1×
Panos Papadimitratos1×

Research Timeline

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 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

Konstantinos Kalogiannis, Ahmed Mohamed Hussain, Panos Papadimitratos

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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