Concepedia

Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring

Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani

Engineering Applications of Artificial Intelligence · 2025 · 16 citations · 51 references

Concepts

ComputingComputer ScienceManufacturing EngineeringAdditive ManufacturingPrivacy EngineeringData PrivacyData ProtectionDifferential PrivacyPrivacy GovernancePrivacy PolicyPrivacy-preserving AnalyticsBalancing PrivacyDifferentially Private Machine LearningPrivacyPrivacy MetricsPrivacy-preserving ComputationPrivacy-preserving Data AnalysisPrivate Optimization

References

51

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

Deep Learning with Differential Privacy

Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text

Computing, Computer Science, Data Ethics +14