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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 in France)
- 185Total publications
- 973Citations
- 15h-index
Research profile
Hamida Seba has 55 indexed publications (2003–2026). Their work appears mainly in “Lecture notes in computer science”, “HAL” and “Research Square”. Their most cited article, “A review on security challenges of wireless communications in disaster emergency response and crisis management situations” (2018), has been cited 60 times. 32 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Algeria, Tunisia.
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Create my free profile Add my publicationsResearch areas
- 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
Publication venues
- Lecture notes in computer science × 7
- HAL × 5
- Research Square × 5
- SSRN Electronic Journal × 5
- arXiv (Cornell University) × 3
- Pattern Recognition × 2
Publications per year
- 202621
- 20256
- 20245
- 20233
- 20212
- 20202
- 20192
- 20184
- 20162
- 20153
Collaborations
Partner institutions : Université de Lyon · Université de Technologie de Compiègne · Heuristics and Diagnostics for Complex Systems · University of Béjaïa · Université Lumière Lyon 2
Co-authors’ countries : Algeria · Tunisia
Co-authors
- 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
Bibliographic data from OpenAlex (open database).
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