Joint Coreset Construction and Quantization for Distributed Machine Learning
- Hanlin Lu
- Changchang Liu
- et al.
- 2020
- Networking 2020
Conference paper
Publications
122 results for Data and AI Security
Achieve data privacy and clustering accuracy simultaneously through quantized data recovery
- Ren Wang
- Meng Wang
- et al.
- 2020
- EURASIP J. Adv. Sign. Process.
PaperPUF-derived IoT identities in a zero-knowledge protocol for blockchain
- Miguel ÁNgel Prada-delgado
- Iluminada Baturone
- et al.
- 2020
- IoT
PaperPrivacy-preserving gaussian process regression - a modular approach to the application of homomorphic encryption
- Peter Fenner
- Edward O. Pyzer-Knapp
- 2020
- AAAI 2020
Conference paperThe bounded laplace mechanism in differential privacy
- Naoise Holohan
- Spiros Antonatos
- et al.
- 2020
- JPC
PaperHow to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
- Lingjuan Lyu
- Yitong Li
- et al.
- 2020
- IEEE TDSC
PaperAsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy
- Chengkun Wei
- Shouling Ji
- et al.
- 2020
- IEEE TIFS
PaperAn Extensible De-Identification Framework for Privacy Protection of Unstructured Health Information: Creating Sustainable Privacy Infrastructures
- 2019
- MEDINFO 2019
Conference paperAnti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics
- Mark Weber
- Giacomo Domeniconi
- et al.
- 2019
- KDD 2019
Workshop paperAnonTokens: tracing re-identification attacks through decoy records
- Spiros Antonatos
- Stefano Braghin
- et al.
- 2019
- arXiv
Paper