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Measuring Model-Induced Discrimination via Efficient Fairness Approximation
Arxiv
0+阅读 · 6月21日
Model Inversion meets Cryptographic Fuzzy Extractors
Arxiv
0+阅读 · 6月19日
Improving Crash Frequency Prediction from Simulated Traffic Conflicts Using Machine Learning Based Microsimulation
Improving Crash Frequency Prediction from Simulated Traffic Conflicts Using Machine Learning Based Microsimulation
Arxiv
0+阅读 · 6月18日
Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution
Arxiv
0+阅读 · 6月17日
Cross-Model Consistency of Feature Importance in Electrospinning: Separating Robust from Model-Dependent Features
Arxiv
0+阅读 · 5月6日
Cross-Model Consistency of Feature Importance in Electrospinning: Separating Robust from Model-Dependent Features
Arxiv
0+阅读 · 5月12日
Design Once, Deploy at Scale: Template-Driven ML Development for Large Model Ecosystems
Arxiv
0+阅读 · 6月5日
A Hybrid Windkessel-Neural Approach for Improved Noninvasive Blood Pressure Monitoring
Arxiv
0+阅读 · 4月21日
AI Level of Detail: Distance-Aware ML Model Precision Selection for Real-Time Human Motion Prediction in Games
Arxiv
0+阅读 · 6月4日
"What is the Problem Space?" Defining Host-space Adversarial Perturbations against Network Intrusion Detection Systems
Arxiv
0+阅读 · 5月25日
Evasion Adversarial Attacks Remain Impractical Against ML-based Network Intrusion Detection Systems, Especially Dynamic Ones
Arxiv
0+阅读 · 3月29日
Finite Element and Machine Learning Modeling of Autogenous Self-Healing Concrete
Arxiv
0+阅读 · 3月15日
Machine-learning competition to grade EEG background patterns in newborns with hypoxic-ischaemic encephalopathy
Machine-learning competition to grade EEG background patterns in newborns with hypoxic-ischaemic encephalopathy
Arxiv
0+阅读 · 2025年10月30日
Model Inversion Attacks Meet Cryptographic Fuzzy Extractors
Arxiv
0+阅读 · 2025年10月29日
A Climate-Aware Deep Learning Framework for Generalizable Epidemic Forecasting
Arxiv
0+阅读 · 2025年10月22日
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