AdaptoNet: Modular Foundation-Adaptive Neural Networks for Cyber-Physical Attack Detection in Power Grids

arXiv:2608.01375 · cs.CR · Submitted 2026-08-02 · Read on arXiv

Anissa Elias, Jennifer Rogers, Hui Lin, Yan, Sun

Lindsay · Lindsay · Lindsay · Lindsay

cs.CR

Submitted: 2026-08-02

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

Terminology

• Accuracy — 14× in this paper · explained in 1 episode
• Diffusion Model — 4× in this paper · explained in 10 episodes
• Diffusion Models — 4× in this paper · explained in 9 episodes
• Augmentation — 3× in this paper · explained in 2 episodes
• Data Augmentation — 3× in this paper · explained in 10 episodes
• Fine-Tuning — 3× in this paper · explained in 5 episodes
• Localization — 3× in this paper · explained in 2 episodes
• Class Imbalance — 2× in this paper · explained in 3 episodes
• Elias — 2× in this paper · explained in 2 episodes
• Two-stage training — 2× in this paper · explained in 2 episodes
• AC Optimal Power Flow (AC-OPF) — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Composition — 1× in this paper · explained in 2 episodes
• Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 3 episodes
• Curse of Dimensionality — 1× in this paper · explained in 6 episodes
• Decoupling — 1× in this paper · explained in 2 episodes
• Department of Energy — 1× in this paper
• Edge Devices — 1× in this paper · explained in 2 episodes
• F1 Score — 1× in this paper · explained in 4 episodes
• Generalization — 1× in this paper · explained in 14 episodes
• Generator — 1× in this paper · explained in 2 episodes
• National Science Foundation — 1× in this paper
• Office of Naval Research — 1× in this paper
• Power Distribution — 1× in this paper · explained in 2 episodes
• System Identification — 1× in this paper · explained in 3 episodes
• Temporal Correlations — 1× in this paper · explained in 2 episodes
• Transfer Learning — 1× in this paper · explained in 16 episodes

Sources

• VAEs in the Presence of Missing Data
• Transfer Learning for Fault Diagnosis of Transmission Lines
• A Multi-Scale Attention-Based Attack Diagnosis Mechanism for Parallel Cyber-Physical Attacks in Power Grids

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