Accueil › Annuaire des chercheurs › Hamida Seba
Hamida Seba
Affiliation : Lyon 1 Université · Centre National de la Recherche Scientifique · École Nationale Supérieure d'Informatique · Laboratoire d'Informatique en Images et Systèmes d'Information · Institut National des Sciences Appliquées de Lyon
- 55Publications (affiliation française)
- 185Publications au total
- 973Citations
- 15Indice h
Profil de recherche
Hamida Seba compte 55 publications référencées (2003–2026). Ses travaux paraissent principalement dans « Lecture notes in computer science », « HAL » et « Research Square ». Son article le plus cité, « A review on security challenges of wireless communications in disaster emergency response and crisis management situations » (2018), a été cité 60 fois. 32 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs, notamment dans des établissements de Algérie, Tunisie.
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- Graph Theory and Algorithms
- Advanced Graph Neural Networks
- Complex Network Analysis Techniques
- Security in Wireless Sensor Networks
- Anomaly Detection Techniques and Applications
Publications (55)
- Amortised Post-Hoc Explanation with Exact Preservation for Dynamic Graph Anomaly Detectors
- Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
- Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
- Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey
- Extending Hyperbolic Temporal Graph Neural Network to Anomaly Detection for Secure Cyberspaces
- Hyperbolic graph embedding: A survey and an evaluation on anomaly detection
- Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
- Dual Spatial-Temporal Attribution: Architecture-Aligned Post-Hoc Explainability for Recurrent Graph Anomaly Detection
- DABP: Dual-augmented budgeted channel pruning via sensitivity-aware gating
- Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
- Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
- Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
- Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
- Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
- EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
- Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
- Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
- Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
- Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
- Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
- Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
- CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
- A fast hybrid entropy-attribute diversity sampling based graph kernel
- Hyperbolic Graphembeddings: A Survey and an Evaluation on Anomaly Detection
- Advanced Malware Detection in Code Repositories Using Graph Neural Networks
- Exploring Reinforcement Learning for Adaptive Key Refresh in IoT Networks
- Stopping Criteria in Deep Neural Network Compression
- FedHE-Graph: Federated Learning with Hybrid Encryption on Graph Neural Networks for Advanced Persistent Threat Detection
- Neighborhood-Preserving Graph Sparsification
- Comparing Hyperbolic Graph Embedding models on Anomaly Detection for Cybersecurity
- (POSTER) A Graph Dataset for Security Enforcement in IoT Networks : GRASEC-IoT
- Big Data Analytics for Earthquake Management: A Review
- Routing Protocol Based Quality of Service and Links Stability (RPQLS) for Future Internet of Vehicles
- An Efficient Entropy-Based Graph Kernel
- A Neighborhood Encoding for Subgraph Queries in Graph Databases
- Geographical Information Based Clustering Algorithm for Internet of Vehicles
- A maximum diversity-based path sparsification for geometric graph matching
- A simple graph embedding for anomaly detection in a stream of heterogeneous labeled graphs
- A Stable Link Based Zone Routing Protocol (SL-ZRP) for Internet of Vehicles Environment
- Energy-Based Connected Dominating Set for Data Aggregation for Intelligent Wireless Sensor Networks
- A Full-Healing Key Distribution Scheme for Resource-Constrained Devices
- A review on security challenges of wireless communications in disaster emergency response and crisis management situations
- EAHKM+: energy-aware secure clustering scheme in wireless sensor networks
- Adaptive sink mobility for energy-efficient data collection in grid-based wireless sensor networks
- Adaptive sink mobility for energy-efficient data collection in grid-based wireless sensor networks
- A survey of key management schemes in multi-phase wireless sensor networks
- Energy-efficient data collection in grid-based Wireless Sensor Networks using a mobile sink
- A lightweight key management scheme for wireless sensor networks
- A New Hierarchical Key Management Scheme for Secure Clustering in Wireless Sensor Networks
- A New Hierarchical Key Management Scheme for Secure Clustering in Wireless Sensor Networks
- Tree Based Protocol for Key Management in Wireless Sensor Networks
- Performance enhancement of smooth handoff in mobile IP by reducing packets disorder
- A new approach to scalable and fault‐tolerant group key management protocols
- Increasing the robustness of initial key agreement using failure detectors
- Gestion de clés et sécurité multipoint: étude et perspectives
Revues de publication
- Lecture notes in computer science × 7
- HAL × 5
- Research Square × 5
- SSRN Electronic Journal × 5
- arXiv (Cornell University) × 3
- Pattern Recognition × 2
Publications par année
- 202621
- 20256
- 20245
- 20233
- 20212
- 20202
- 20192
- 20184
- 20162
- 20153
Collaborations
Établissements partenaires : Université de Lyon · Université de Technologie de Compiègne · Heuristics and Diagnostics for Complex Systems · University of Béjaïa · Université Lumière Lyon 2
Pays des co-auteurs : Algérie · Tunisie
Co-auteurs
- Mohamed‐Lamine Messai
- Abd Errahmane Kiouche
- Sarra Messai
- Abdelmadjid Bouabdallah
- Mohammed Haddad
- Hatem Bettahar
- Khadidja HAB EL HAMES
- Basem Abid
- Chems Eddine Nabti
- Angela Bonifati
- Julien Baste
- Nadjib Badache
Données bibliographiques issues d’OpenAlex (base ouverte).
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