Fast Inference of Removal-Based Node InfluenceThe Web Conference (WWW), 2024 |
Multi-Instance Adversarial Attack on GNN-Based Malicious Domain
DetectionIEEE Symposium on Security and Privacy (IEEE S&P), 2023 |
A semantic backdoor attack against Graph Convolutional NetworksNeurocomputing (Neurocomputing), 2023 |
Sparse Vicious Attacks on Graph Neural NetworksIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022 Giovanni Trappolini Valentino Maiorca Silvio Severino Emanuele Rodolà Fabrizio Silvestri Gabriele Tolomei |
Robust Node Classification on Graphs: Jointly from Bayesian Label
Transition and Topology-based Label PropagationInternational Conference on Information and Knowledge Management (CIKM), 2022 |
Adversarial Diffusion Attacks on Graph-based Traffic Prediction ModelsIEEE Internet of Things Journal (IEEE IoT Journal), 2021 |