@inproceedings{2022-09-21-psd2022-knn,
  title = {Secure and non-interactive k-NN classifier using symmetric fully homomorphic encryption},
  author = {Yulliwas Ameur and Rezak Aziz and Vincent Audigier and Samia Bouzefrane},
  year = {2022},
  url = {https://yulliwasameur.github.io/publication/2022-09-21-psd2022-knn},
  doi = {10.1007/978-3-031-13945-1_11},
  booktitle = {Privacy in Statistical Databases (PSD 2022), Paris - Springer}
}

@incollection{2023-01-01-chapter-he-ml,
  title = {Application of Homomorphic Encryption in Machine Learning},
  author = {Yulliwas Ameur and Samia Bouzefrane and Vincent Audigier},
  year = {2023},
  url = {https://yulliwasameur.github.io/publication/2023-01-01-chapter-he-ml},
  doi = {10.1007/978-3-031-09640-2_18},
  booktitle = {In: Emerging Trends in Cybersecurity Applications (Springer)}
}

@misc{2023-03-02-easychair-pets,
  title = {State-of-the-Art and Development of Privacy-Enhancing Technologies},
  author = {Yulliwas Ameur and Samia Bouzefrane},
  year = {2023},
  url = {https://yulliwasameur.github.io/publication/2023-03-02-easychair-pets},
  howpublished = {EasyChair Preprint 9814}
}

@article{2023-03-15-ant2023-multicloud,
  title = {Handling security issues by using homomorphic encryption in multi-cloud environment},
  author = {Yulliwas Ameur and Samia Bouzefrane and Le Vinh Thinh},
  year = {2023},
  url = {https://yulliwasameur.github.io/publication/2023-03-15-ant2023-multicloud},
  doi = {10.1016/j.procs.2023.03.050},
  journal = {ANT 2023 - 14th International Conference on Ambient Systems, Networks and Technologies (Leuven, Belgium) - Procedia Computer Science, vol. 220}
}

@phdthesis{2023-12-18-phd-thesis,
  title = {Exploring the Scope of Machine Learning using Homomorphic Encryption in IoT/Cloud (PhD thesis)},
  author = {Yulliwas Ameur},
  year = {2023},
  url = {https://yulliwasameur.github.io/publication/2023-12-18-phd-thesis},
  doi = {10.70675/925cf43bz0251z4dabz9ea8z3a31c41f61f0},
  school = {HESAM Université - Conservatoire national des arts et métiers (Cnam), Paris}
}

@article{2024-04-25-ant2024-vanets,
  title = {Enhancing privacy in VANETs through homomorphic encryption in machine learning applications},
  author = {Yulliwas Ameur and Samia Bouzefrane},
  year = {2024},
  url = {https://yulliwasameur.github.io/publication/2024-04-25-ant2024-vanets},
  doi = {10.1016/j.procs.2024.06.010},
  journal = {ANT 2024 - 15th International Conference on Ambient Systems, Networks and Technologies (Hasselt, Belgium) - Procedia Computer Science, vol. 238}
}

@misc{2024-08-24-open-research-europe-peer-review,
  title = {Peer Review Report: Applications of Homomorphic Encryption in Secure Computation},
  author = {Yulliwas Ameur},
  year = {2024},
  url = {https://yulliwasameur.github.io/publication/2024-08-24-open-research-europe-peer-review},
  doi = {10.21956/openreseurope.19508.r42646},
  howpublished = {Open Research Europe}
}

@article{2024-09-03-jcsm-adaptive-he-dp,
  title = {Developing Adaptive Homomorphic Encryption through Exploration of Differential Privacy},
  author = {Yulliwas Ameur and Samia Bouzefrane and Soumya Banerjee},
  year = {2024},
  url = {https://yulliwasameur.github.io/publication/2024-07-01-jcsm-adaptive-he-dp},
  doi = {10.13052/jcsm2245-1439.1353},
  journal = {Journal of Cyber Security and Mobility, 13(5)}
}

@incollection{2025-02-20-chapter-blockchain-privacy,
  title = {Advancing Blockchain Privacy: The Role of Homomorphic Encryption},
  author = {Yulliwas Ameur and Idriss Taberkane and Samia Bouzefrane},
  year = {2025},
  url = {https://yulliwasameur.github.io/publication/2025-06-01-chapter-blockchain-privacy},
  doi = {10.1201/9788770047746-13},
  booktitle = {In: Intelligent Cybersecurity and Resilience for Critical Industries: Challenges and Applications (River Publishers / Routledge)}
}

@incollection{2026-01-31-chapter-ai-ml-supply-chain,
  title = {Artificial Intelligence and Machine Learning: Revolutionizing Supply Chain Security},
  author = {Yulliwas Ameur and Malek Kraiem},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-01-31-chapter-ai-ml-supply-chain},
  doi = {10.1007/978-3-032-11119-7_8},
  booktitle = {In: Securing the Digital Supply Chain: Advances, Challenges, and Solutions (Springer, Cham)}
}

@article{2026-04-16-ant2026-secure-kmeans,
  title = {Secure k-means Clustering using Homomorphic Encryption},
  author = {Rezak Aziz and Yulliwas Ameur and Vincent Audigier and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-04-16-ant2026-secure-kmeans},
  doi = {10.1016/j.procs.2026.04.073},
  journal = {ANT / EDI40 2026 - Procedia Computer Science, vol. 280}
}

@misc{2026-06-11-dataset-govsecllm,
  title = {GovSecLLM++ SECAI 2026 Artifact Package (dataset)},
  author = {Yulliwas Ameur and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-06-11-dataset-govsecllm},
  doi = {10.5281/zenodo.20646701},
  howpublished = {Zenodo}
}

@misc{2026-06-11-software-govsecllm,
  title = {GovSecLLM++: Compliance-Aware Benchmark for Security Testing and Governance Evidence in LLM-Based Applications},
  author = {Yulliwas Ameur and Samia Bouzefrane and Lyes Khoukhi},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-06-11-software-govsecllm},
  doi = {10.5281/zenodo.20636767},
  howpublished = {Zenodo / GitHub}
}

@inproceedings{2026-07-22-ficloud-zero-trust-can,
  title = {Energy-Efficient Adaptive Zero Trust Security for Automotive CAN Networks},
  author = {Aditi Kalgi and Harrison Kurunathan and Yulliwas Ameur and Radha Reddy and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-07-22-ficloud-zero-trust-can},
  doi = {10.1109/ficloud70576.2026.00079},
  booktitle = {FiCloud 2026, Granada, Spain}
}

@inproceedings{2026-09-18-agentflowshield,
  title = {AgentFlowShield: Defending LLM Agents Against Metadata Side Channels},
  author = {Redha Boukhari and Yulliwas Ameur and Mehammed Daoui},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-agentflowshield/},
  note = {Accepted conference paper; proceedings forthcoming.},
  booktitle = {AICCSA 2026}
}

@inproceedings{2026-09-18-cigma,
  title = {CIGMA: An Evidence-Grounded Cryptographic Inventory Graph for Reproducible Post-Quantum Migration Prioritization},
  author = {Yulliwas Ameur and Insaf Imene Lasledj and Soumya Banerjee},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-cigma/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {C\&ESAR 2026}
}

@inproceedings{2026-09-18-detection-engineering,
  title = {Benchmarking Detection Engineering Improvements through Instrumented Adversary Emulation},
  author = {Tristan Madani and Yulliwas Ameur and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-detection-engineering/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {ANUBIS, ESORICS 2026}
}

@inproceedings{2026-09-18-govsecllm-paper,
  title = {GovSecLLM++: A Compliance-Aware Benchmark for Security Testing and Governance Evidence in LLM-Based Applications},
  author = {Yulliwas Ameur and Insaf Imene Lasledj and Samia Bouzefrane and Lyes Khoukhi},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-govsecllm-paper/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {SecAI, ESORICS 2026}
}

@inproceedings{2026-09-18-kabyle-spell-checker,
  title = {Building a Community-Grounded Spell Checker for the Kabyle Language Using NLP Powered by AI},
  author = {Massil Aoudj and Tahar Boukhenoufa and Samia Bouzefrane and Yulliwas Ameur and Kamal Naït-Zerrad},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-kabyle-spell-checker/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {FEL XXX 2026}
}

@inproceedings{2026-09-18-knowledge-graph-siem,
  title = {Knowledge-Graph-Constrained LLM Generation of SIEM Detection Rules},
  author = {Tristan Madani and Yulliwas Ameur and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-knowledge-graph-siem/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {LLM4Sec, ESORICS 2026}
}

@inproceedings{2026-09-18-pqtrust-agent,
  title = {PQTrust-Agent: Policy-Compiled Post-Quantum Trust Contracts for Web-of-Agents Communications},
  author = {Yulliwas Ameur and Insaf Imene Lasledj and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-pqtrust-agent/},
  note = {Accepted conference paper; proceedings forthcoming.},
  booktitle = {IEEE/WIC/ACM WI-IAT 2026}
}

@inproceedings{2026-09-18-purple-teaming,
  title = {From Attack Scenario to Measurable Detection Improvement: A Knowledge-Driven ATT\&CK/D3FEND Framework for Instrumented Purple Teaming},
  author = {Tristan Madani and Yulliwas Ameur and Samia Bouzefrane},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-18-purple-teaming/},
  note = {Conference contribution listed in HAL; proceedings publication details are not yet verified.},
  booktitle = {C\&ESAR 2026}
}

@inproceedings{madani2026contextcompute,
  title = {Context vs. Compute: Self-Hosted Detection Rule Generation with Knowledge-Graph-Augmented Language Models},
  author = {Madani, Tristan and Ameur, Yulliwas and Bouzefrane, Samia},
  booktitle = {IEEE CloudCom 2026},
  year = {2026},
  url = {https://yulliwasameur.github.io/publication/2026-09-19-context-vs-compute/},
  note = {Accepted for proceedings with poster, subject to registration and camera-ready requirements. Proceedings and DOI not yet verified.}
}