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Maxime Cordy

Insights on Adversarial Attacks for Tabular Machine Learning via a Systematic Literature Review

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Jun 18, 2025
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Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks

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Jun 17, 2025
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KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections

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Jun 15, 2025
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Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories

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Jun 15, 2025
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TRIDENT: Temporally Restricted Inference via DFA-Enhanced Neural Traversal

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Jun 11, 2025
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SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models

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Jan 13, 2025
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RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses

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Dec 30, 2024
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TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases

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Aug 14, 2024
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Robustness Analysis of AI Models in Critical Energy Systems

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Jun 20, 2024
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Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data

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Jun 02, 2024
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