Concepedia

Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing

Fardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani

Computers & Electrical Engineering · 2025 · 14 citations · 48 references

Concepts

ComputingComputer ScienceCybersecurityCryptographyMachine LearningPrivacy EngineeringData PrivacyData ProtectionDifferential PrivacyFederated LearningFederated Learning PrivacyPrivacy-preserving ProtocolsDifferentially Private Federated LearningDifferentially Private Machine LearningPrivacy-preserving LearningPrivacy-preserving Machine LearningPrivate Machine Learning

References

48

Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

Computing, Computer Science, Data Science +13

Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures

Matt Fredrikson, Somesh Jha, Thomas Ristenpart · 2015 · 2.8K citations · Full text

Computing, Computer Science, Cybersecurity +15

ASME International Mechanical Engineering Congress and Exposition

The Journal of the Acoustical Society of America · 2001 · 2.6K citations

Engineering, Aerospace Engineering, Mechanical Engineering +10

IoT security: Review, blockchain solutions, and open challenges

Minhaj Ahmad Khan, Khaled Salah · Future Generation Computer Systems · 2017 · 2.4K citations

Computing, Computer Science, Cybersecurity +16

Artificial intelligence and statistics

Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

Natural Sciences, Computer Science, Artificial Intelligence +10