Navigating the Latent Manifold: Proactive Concept Drift Adaptation for Resilient NIDS

arXiv:2609.08623 · cs.CR · Submitted 2026-09-08 · Read on arXiv

cs.CR

Submitted: 2026-09-08

Updated: 2026-09-08

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

Terminology

• Concept Drift — 3× in this paper · explained in 4 episodes
• Catastrophic Forgetting — 2× in this paper · explained in 5 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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