Loïc MILLER (Post Doc)
Contact
As anyone at the chair, you can reach me at surname@thisdomain.
My research
- EUR Cyberschool: Reflecting on the Benefits of Federated Learning for Large-Scale Network Incident Detection - June 8, 2023
- “Blockchain for Collaborative Cybersecurity” – Our PostDoc Loïc Miller talks at the EUR Cyberschool - June 7, 2023
- Salim-Amine BOU ARAM is becoming a reviewer for IETF Interne Area Directorate group - April 10, 2023
My publications
2024
A Survey on Cyber-Resilience Approaches for Cyber-Physical Systems Journal Article
In: ACM Comput. Surv., 2024, ISSN: 0360-0300.
Blessing or curse? A survey on the Impact of Generative AI on Fake News Miscellaneous
2024.
2023
Lutte contre les manipulations de l’information – Regards croisés de spécialistes et d’acteurs du domaine Miscellaneous
https://www.pole-excellence-cyber.org/wp-content/uploads/2024/01/Ouvrage_LMI_PEC_2023.pdf, 2023, (With contributions from Marc-Oliver Pahl, (Accessed on 05/27/2024)).
Network Profiles for Detecting Application-Characteristic Behavior Using Linux eBPF Proceedings Article
In: Proceedings of the 1st Workshop on eBPF and Kernel Extensions, pp. 8–14, 2023.
Distributed device-specific anomaly detection using deep feed-forward neural networks Proceedings Article
In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, pp. 1–9, IEEE 2023.
Performance Comparison of UDP and TCP for Different CoAP Load Profiles Proceedings Article
In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, pp. 1–6, IEEE 2023.
Cybercopters Swarm: Immersive analytics for alerts classification based on periodic data Journal Article
In: Frontiers in Virtual Reality, vol. 4, pp. 1156656, 2023.
Multipath neural networks for anomaly detection in cyber-physical systems Journal Article
In: Annals of Telecommunications, vol. 78, no. 3-4, pp. 149–167, 2023.
Resilience via Blackbox Self-Piloting Plants Proceedings Article
In: Guernic, Gurvan (Ed.): Proceedings of the 29th Computer & Electronics Security Application Rendezvous co-located with the 7th European Cyber Week (ECW 2022), Rennes, France, November 15-16, 2022., pp. 35–46, CEUR-WS.org, 2023.
2022
Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties Proceedings Article
In: C&ESAR 2022 - 29th Computer & Electronics Security Application Rendezvous, pp. 1-16, Rennes, France, 2022.
Threats to adversarial training for IDSs and mitigation Proceedings Article
In: Proceedings of the 19th International Conference on Security and Cryptography (Secrypt 2022), Lisbon, Portugal, 2022, ISSN: 2184-7711.
Blind Side Channel On The Elephant LFSR Proceedings Article
In: Proceedings of the 19th International Conference on Security and Cryptography (Secrypt 2022), Lisbon, Portugal, 2022, ISSN: 2184-7711.
Switched-based Control Testbed to Assure Cyber-physical Resilience by Design Proceedings Article
In: Proceedings of the 19th International Conference on Security and Cryptography (Secrypt 2022), Lisbon, Portugal, 2022, ISSN: 2184-7711.
The Evolution of Federated Learning-based Intrusion Detection and Mitigation: a Survey Journal Article
In: IEEE Transactions on Network and Service Management, 2022.
Autonomous convergence mechanisms for collaborative crowd-sourced data-modeling Proceedings Article
In: NOMS 2022 - Full and short papers (), 2022.
Optimal Access Control Deployment in Network Function Virtualization Proceedings Article
In: NOMS 2022 - Full and short papers (), 2022.
Continuous Microservice Re-Placement in the IoT Proceedings Article
In: NOMS 2022 Workshops - Manage-IoT 2022 (), 2022.
Resource tradeoffs for TLS-secured MQTT-based IoT Management Proceedings Article
In: NOMS 2022 Workshops - Manage-IoT 2022 (), 2022.
QoE Management of HTTP/2 traffic in Software-Defined Wide Area Networks Proceedings Article
In: PROCEEDINGS OF THE IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2022, pp. 5, 2022.
2022 6th Cyber Security in Networking Conference (CSNet) Journal Article
In: 2022.
Securing coap with dtls and oscore Proceedings Article
In: 2022 6th Cyber Security in Networking Conference (CSNet), pp. 1–7, IEEE 2022.
Resilience via Blackbox Self-Piloting Plants Proceedings Article
In: Computer & Electronics Security Application Rendezvous, co-located with the 7th European Cyber Week (ECW 2022), CEUR Workshop Proceedings, pp. 35–46, 2022.
Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties Proceedings Article
In: C&ESAR 2022-29th Computer & Electronics Security Application Rendezvous, pp. 1–16, 2022.
Key Attack Strategies Against Black-Box DNNs Proceedings Article
In: GDR-SOC2, 2022.
Proceedings of the 18th IEEE/IFIP Network Operations and Management Symposium (NOMS 2022) Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, IEEE 2022.
Autonomous convergence mechanisms for collaborative crowd-sourced data-modeling Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, pp. 1–5, IEEE 2022.
Optimal Access Control Deployment in Network Function Virtualization Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, pp. 1–9, IEEE 2022.
Continuous Microservice Re-Placement in the IoT Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, pp. 1–6, IEEE 2022.
Resource tradeoffs for TLS-secured MQTT-based IoT Management Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, pp. 1–6, IEEE 2022.
The evolution of federated learning-based intrusion detection and mitigation: a survey Journal Article
In: IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 2309–2332, 2022.
AC/DCIM: Acoustic Channels for Data Center Infrastructure Monitoring Proceedings Article
In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, pp. 1–5, IEEE 2022.
Design, Modeling and Implementation of Digital Twins Journal Article
In: Sensors, vol. 22, no. 14, pp. 5396, 2022.
2021
Training and Data Analysis use cases for Cybersecurity through Mixed Reality Applications Workshop
2021.
CyberCopter: a 3D helical visualisation for periodic signals of cyber attacks Workshop
2021.
Federated Security Approaches for IT and OT Proceedings Article
In: pp. 2, 2021.
Cyber-Physical Anomaly Detection for ICS Proceedings Article
In: IFIP/IEEE International Symposium on Integrated Network Management co-located with IM, 2021.
The quantum what? advantage, utopia or threat? Journal Article
In: Digitale Welt, vol. 5, no. 1, pp. 34–39, 2021.
Advances in ml-based anomaly detection for the iot Proceedings Article
In: 2021 5th Cyber Security in Networking Conference (CSNet), pp. 18–22, IEEE 2021.
Federated security approaches for IT and OT Proceedings Article
In: SSLR 2021-Journée thématique du GT sur la Sécurité des Systèmes, Logiciels et Réseaux, pp. 1–2, 2021.
Authenticating IDS autoencoders using multipath neural networks Proceedings Article
In: 2021 5th Cyber Security in Networking Conference (CSNet), pp. 1–9, IEEE 2021.
Training and Data Analysis use cases for Cybersecurity through Mixed Reality Applications Proceedings Article
In: VR4Sec 2021 (Security for XR and XR for Security), 2021.
CyberCopter: a 3D helical visualisation for periodic signals of cyber attacks Proceedings Article
In: VR4Sec 2021 (Security for XR and XR for Security), 2021.
Detecting and Preventing Faked Mixed Reality Proceedings Article
In: 2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp. 399-405, 2021.
Resilience Estimation of Cyber-Physical Systems via Quantitative Metrics Journal Article
In: IEEE Access, vol. 9, pp. 46462–46475, 2021.
Metrics to enhance the resilience of cyber-physical systems Proceedings Article
In: 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 1167–1172, IEEE 2021.
Detecting and Preventing Faked Mixed Reality Proceedings Article
In: 2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp. 399–405, IEEE 2021.
A priority-based domain type enforcement for exception management Proceedings Article
In: Foundations and Practice of Security: 13th International Symposium, FPS 2020, Montreal, QC, Canada, December 1–3, 2020, Revised Selected Papers 13, pp. 65–81, Springer International Publishing 2021.
Cyber-physical anomaly detection for ICS Proceedings Article
In: 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM), pp. 950–955, IEEE 2021.