- Bio-inspired network security
- Security mechanisms for scalable, distributed, and self-organizing wireless communication systems
- Vehicular networks, wireless ad-hoc, and sensor networks
- Bio-inspired security approaches
- Soft security mechanisms (e.g., trust-based systems)
- AI ethics
- Compliance with AI regulations for privacy and fairness
PSO-DPSGD: An Improvement on Differentially Private Deep Learning based on Particle Swarm Optimization.
Yanru Song, Parisa Memarmoshrefi, Xiaoming Fu. Accepted at IEEE INFOCOM 2025 Poster, 19–22 May 2025. https://doi.org/10.1016/j.optlastec.2023.110541
Dissemination, Promotion, Scientific Outreach and Standardisation Report, Part of CODECO project: Cognitive Decentralised Edge Cloud Orchestration, 2024
Parisa Memarmoshrefi (Ed.). https://he-codeco.eu/deliverables/
Cluster images with AntClust: a clustering algorithm based on the chemical recognition system of ants.
Winfried Gero Oed, Parisa Memarmoshrefi. In Proceeding of International Conference on Metaheuristics and Nature Inspired Computing. 2023. DOI: https://doi.org/10.48550/arXiv.2312.05028
LbSP: Load-balanced Secure and Private Electric Vehicle Charging Framework with Online Price Optimization.
Yali Yuan, Yachao Yuan, Parisa Memarmoshrefi, Thar Baker Shamsa, Dieter Hogrefe. IEEE Internet of Things Journal, 2022. DOI: https://doi.org/10.1109/JIOT.2022.3153271
Human in the age of artificial intelligence. COJ Electronics & Communications, 2(3), 2022
Parisa Memarmoshrefi. https://crimsonpublishers.com/cojec/fulltext/COJEC.000539.php
An AI-based Transmission Power-control Certificate Omission in Vehicular Ad-Hoc Networks.
Emmanuel Charleson Dapaah, Parisa Memarmoshrefi, Dieter Hogrefe. 13th EAI International Conference on Ad Hoc Networks (EAI ADHOCNETS), 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 428. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-98005-4_13
Proposing a Distributed and Dynamic Bio-Inspired Recognition of Identity in Vehicular Networks.
Parisa Memarmoshrefi, Tamara Hartke. IEEE Global Communications Conference (GLOBECOM) Workshop on V2X Technologies and Advanced Security/Privacy, Hybrid Conference (in-person in Taipei Taiwan & virtual platform), 2020. DOI: https://ieeexplore.ieee.org/document/9367430
A Transmission Power-control Certificate Omission Scheme in VANETs.
Emmanuel Charleson Dapaah, Parisa Memarmoshrefi, Dieter Hogrefe. 12th EAI International Conference on Ad Hoc Networks (EAI ADHOCNETS 2020) , Online Conference, November 2020. DOI: https://doi.org/10.1007/978-3-030-98005-4_13
Deception, Identity, and Security: The Game Theory of Sybil Attacks.
William Casey, Ansgar Kellner, Parisa Memarmoshrefi, Jose Andre Morales, and Bud Mishra. Communications of the ACM, Vol. 62, No. 1, pp. 85-93, 2019. DOI: https://doi.org/10.1145/3190836.
A Survey of Ant Colony Optimization based Routing Protocols for Mobile Ad hoc Networks.
Hang Zhang, Xi Wang, Parisa Memarmoshrefi, and Dieter Hogrefe. IEEE Access, 5:24139--24161, 2017. DOI: https://doi.org/10.1109/ACCESS.2017.2762472
Poster: Self-managed and Blockchain-based Vehicular Ad-hoc Networks.
Benjamin Leiding, Parisa Memarmoshrefi, and Dieter Hogrefe. In Adjunct Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Germany, DE, September 2016. DOI: https://doi.org/10.1145/2968219.2971409
Autonomous Ant-based Public Key Authentication Mechanism for Mobile Ad-hoc Networks.
Parisa Memarmoshrefi, Roman Seibel, and Dieter Hogrefe. Mobile Networks and Applications, Volume 21, Issue 1, 2016. DOI: https://doi.org/10.1007/s11036-016-0703-y
Editorial: Advances on Bio-inspired Information, Communication and Computational Systems.
Junichi Suzuki, Parisa Memarmoshrefi, Tadashi Nakano. Mobile Networks and Application, Volume 21, Issue 1, pp 127–129, 2016. DOI: https://doi.org/10.1007/s11036-016-0706-8
Identity deception and game deterrence via signaling games (best paper).
William Casey, Parisa Memarmoshrefi, Ansgar Kellner, Jose Andre Morales, and Bud Mishra. In In 9th International Conference on Bio-inspired Information and Communications Technologies (BICT14), NYC, USA, December 2015. DOI: https://doi.org/10.4108/eai.3-12-2015.2262519
Investigating the learning phase of an autonomous authentication in mobile ad-hoc networks (short paper).
Hang Zhang, Parisa Memarmoshrefi, Fatemeh Ashrafi, and Dieter Hogrefe. In 9th International Conference on Bio-inspired Information and Communications Technologies (BICT15), NYC, USA, December 2015. https://doi.org/10.4108/eai.3-12-2015.2262465
Securing mobile ad-hoc networks using an artificial immune system.
Ansgar Kellner, Parisa Memarmoshrefi, and Dieter Hogrefe. In 8th International Conference on Bio-inspired Information and Communications Technologies, poster session, Boston, Massachusetts, USA, December 2014. DOI: https://doi.org/10.4108/icst.bict.2014.258086
Social insect-based sybil attack detection in mobile ad-hoc networks.
Parisa Memarmoshrefi, Hang Zhang, and Dieter Hogrefe. In 8th International Conference on Bio-inspired Information and Communications Technologies (BICT14), Boston, Massachusetts, USA, December 2014. DOI: https://doi.org/10.4108/icst.bict.2014.258041
Investigation of a Bio-inspired Security Mechanism in Mobile Ad Hoc Networks.
arisa Memarmoshrefi, Hang Zhang, and Dieter Hogrefe. In 9th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2013), Lyon, France, October 2013. DOI: 10.1109/WiMOB.2013.6673434.
Autonomous Group-based Authentication Mechanism in Mobile Ad-hoc Networks.
Parisa Memarmoshrefi, Omar Alfandi, Ansgar Kellner, and Dieter Hogrefe. In The First International Workshop on Trust, Security and Privacy in e-Government, e- Systems & Social Networking (eGSSN-2012), Liverpool, UK, June 2012. DOI: 10.1109/TrustCom.2012.98
Bio-inspired Self-organized Public Key Authentication Mechanism for Mobile Ad-hoc Networks.
Parisa Memarmoshrefi, Roman Seibel, and Dieter Hogrefe. In 1st International Workshop on Bio-inspired Approaches to Advanced Computing and Communications (BioAdcom2010), Boston, USA, December 2010. Springer. DOI: https://doi.org/10.1007/978-3-642-32615-8_37