XAI-SDN: An Explainable Entropy-Guided Machine Learning Framework for Real-Time DDoS Detection in Software Defined Networks

arXiv:2609.05701 · cs.CR, cs.AI, cs.NI · Submitted 2026-09-04 · Read on arXiv

cs.CR, cs.AI, cs.NI

Submitted: 2026-09-04

Updated: 2026-09-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Software Defined Networks — 2× in this paper
• AUC — 1× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Distributed Denial of Service — 1× in this paper

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs