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Sarantis Kalafatidis - IEEE Xplore Author Profile

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This paper presents a novel AI-enabled Intrusion Detection System (IDS) that enhances cybersecurity by integrating multimodal data analysis and AI fusion techniques. Through analysis of network traffic data from four test environments, it illustratesthe benefits of a more robust detection strategy utilizing multiple modalities of the network traffic. The modalities extracted are designed to be pro...Show More
In this paper, an SDN-based 5G environment is demonstrated which is designed to enhance security in 5G networks. The system integrates basic containerized 5G network functions with SDNs offering: (i) monitoring modules considering both network and compute resources statistics; (ii) attack detection mechanisms based on both simple statistical and AI models; and (iii) security events modules support...Show More
Wireless mesh networks, especially those typically utilized in smart city deployments for their low-cost and adaptable topologies, are characterized by challenging requirements for communication performance, reliability, as well as adaptability to dynamic network conditions. In this context, Named Data Networking (NDN) introduces a novel packet naming scheme and in-network caching for efficient da...Show More
We propose an SDN-based Non-IP multi-protocol platform (REWIRE) that mixes and matches, on-demand, multi-ple Non-IP protocol strategies with real rapidly-detected network conditions and loT data communication patterns. The REWIRE solution supports centralized monitoring of Wireless Mesh Net-works (WMN) and manages alternative Non-IP protocols stacks (i.e., NDN, DTN & NoD) in an adaptable manner ba...Show More
Although 5G networks achieve impressive improvements in terms of latency, data rates and network capacity, their evolution requires the synergy of networks, clouds and applications. For example, targeted challenging applications require efficient end-to-end performance, impacted by emerging technologies beyond radio, including: Software-Defined Networks (SDNs) enabling programmability in the netwo...Show More
Internet of Things (IoT) evolution calls for stringent communication demands, including low delay and reliability. At the same time, wireless mesh technology is used to extend the communication range of IoT deployments, in a multi-hop manner. However, Wireless Mesh Networks (WMNs) are facing link failures due to unstable topologies, resulting in unsatisfied IoT requirements. Named-Data Networking ...Show More
The microservices design paradigm enables applications, usually based on containers, exploiting the flexibility of cloud computing and bringing unique scalability, fault-tolerance and resource-allocation benefits. A number of orchestration facilities, including Kubernetes, target the efficient deployment and operation of containers and are mainly focusing on the maintenance of server resource allo...Show More