DiMCA: A novel P4-powered framework using machine learning for adaptive defense against combined DDoS and ARP spoofing attacks in SD-IoT networks

Manal Gafar; Saied M. Abd El-atty; Mohamed S Arafa

doi:10.1016/j.compeleceng.2025.110929

January 28, 2026Computers & Electrical Engineering

DiMCA: A novel P4-powered framework using machine learning for adaptive defense against combined DDoS and ARP spoofing attacks in SD-IoT networks

View at Publisher

Ask AI

Bookmark

Share

Key Points

Adaptive defense significantly improves resilience against combined DDoS and ARP spoofing attacks in SD-IoT networks.
Framework employs machine learning algorithms to detect and respond to threats in real-time, enhancing security.
Developed for Software Defined Internet of Things (SD-IoT) environments to mitigate evolving cyber threats.
Findings may inform further advancements in cybersecurity strategies for integrated network systems.

No abstract yet

We only have this paper's title and publication details.

Read it at the source

Ask about this paper

Answers are grounded in this paper and cite their sources.

Implication

Observational analysis reveals adaptive defense capabilities against DDoS and ARP spoofing attacks in SD-IoT networks, suggesting enhanced security measures.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Gafar et al. (2026) studied this question.

synapsesocial.com/papers/69a75bfbc6e9836116a24462 https://doi.org/10.1016/j.compeleceng.2025.110929

View at Publisher

Ask AI

Bookmark

Share

DiMCA: A novel P4-powered framework using machine learning for adaptive defense against combined DDoS and ARP spoofing attacks in SD-IoT networks

Key Points

No abstract yet

Ask about this paper

Implication

Discussion

Cite This Study

DiMCA: A novel P4-powered framework using machine learning for adaptive defense against combined DDoS and ARP spoofing attacks in SD-IoT networks

Key Points

No abstract yet

Ask about this paper

Implication

Discussion

Cite This Study

Keep reading

Keep reading