Get started
Author

Karima Amrouche

Observed names: Amrouche Karima, Amrouche, K., Amrouche, Karima
ORCID: 0009-0002-6785-7394
Observed ORCIDs: 0009-0002-6785-7394, 0009-0009-2410-2582
OpenAlex ID: A5015511374
A simple graph embedding for anomaly detection in a stream of heterogeneous labeled graphs
2020 · Abd Errahmane Kiouche, Sofiane Lagraa, et al. · Pattern Recognition · 33
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
2025 · Bahar, Atmane Ayoub Mansour, Ferrahi, Kamel Soaid, et al. · arXiv (Cornell University) · 13
PDF
FedHE-Graph: Federated Learning with Hybrid Encryption on Graph Neural Networks for Advanced Persistent Threat Detection
2024 · Atmane Ayoub Mansour Bahar, Kamel Soaïd Ferrahi, et al. · International Conference on Availability, Reliability and Security (ARES) · 8
Compact Neighborhood Index for Subgraph Queries in Massive Graphs
2017 · Nabti, C., Mecharnia, T., et al. · arXiv (Cornell University) · 6
PDF
Enhancing information retrieval through concept‐based language modeling and semantic smoothing
2015 · Lynda Said Lhadj, Mohand Boughanem, et al. · Journal of the Association for Information Science and Technology · 5
PDF
A maximum diversity-based path sparsification for geometric graph matching
2021 · Abd Errahmane Kiouche, Hamida Seba, et al. · Pattern Recognition Letters · 3
Comparing Hyperbolic Graph Embedding models on Anomaly Detection for Cybersecurity
2024 · Mohamed Yacine Touahria Miliani, Souhail Abdelmouaiz Sadat, et al. · International Conference on Availability, Reliability and Security (ARES) · 2
DABP: Dual-augmented budgeted channel pruning via sensitivity-aware gating
2026 · Soumia Laroui, Hamida Seba, et al. · Neurocomputing · 1
Amortised Post-Hoc Explanation with Exact Preservation for Dynamic Graph Anomaly Detectors
2026 · Nekka, Iyad Assaad, Seba, Hamida, et al. · arXiv (Cornell University) · 1
PDF
Dual Spatial-Temporal Attribution: Architecture-Aligned Post-Hoc Explainability for Recurrent Graph Anomaly Detection
2026 · Nekka, Iyad Assaad, Seba, Hamida, et al. · arXiv (Cornell University) · 1
PDF
Nodes coupling in a Bayesian network for the automatic classification of XML documents
2010 · Karima Amrouche, Yassine Ait Ali Yahia · International Conference on Machine and Web Intelligence (ICMWI) · 1
Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · Research Square
PDF
Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
2026 · Nekka, Iyad Assaad, Barbato, Michele, et al. · Zenodo (CERN European Organization for Nuclear Research)
Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
2026 · Iyad Assaad NEKKA, Hamida seba, et al. · Research Square
PDF
Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
2026 · Assaad Nekka, Iyad, Barbato, Michele, et al. · HAL
Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
2026 · Nekka, Iyad Assaad, SEBA, Hamida, et al. · Zenodo (CERN European Organization for Nuclear Research)
Ensemble Deep Learning for the Classification of Strategic Crops Using Sentinel-2 Time Series
2026 · Yacine Ait Ali Yahia, Karima Amrouche, et al. · Ingeniería e Investigación
PDF
Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · SSRN Electronic Journal
Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
PDF
Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · SSRN Electronic Journal
Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
Works count: 44
Citation count: 74
H-index: 5
I10-index: 2
Year
Topic
Type