Sofiane Ennadir

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Regression Function

Top Venues

COMPLEX NETWORKS (1)

Publications

Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
A Simple and Yet Fairly Effective Defense for Graph Neural Networks. AAAI (2024)
Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
A Simple and Yet Fairly Effective Defense for Graph Neural Networks. CoRR (2024)
Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. ICLR (2024)
Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. CoRR (2024)
Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson
Approximating Score-based Explanation Techniques Using Conformal Regression. CoRR (2023)
Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis
Interpretable Graph Neural Networks for Tabular Data. CoRR (2023)
Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson
Approximating Score-based Explanation Techniques Using Conformal Regression. COPA (2023)
Sofiane Ennadir, Amr Alkhatib, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks. COMPLEX NETWORKS (1) (2023)
Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis
Conformalized Adversarial Attack Detection for Graph Neural Networks. COPA (2023)