Adaptive Histogram-based Gradient Boosted Trees For Federated Learning
- Yuya Jeremy Ong
- Yi Zhou
- et al.
- 2020
- INFORMS 2020
Talk
Publications
126 results for Data and AI Security
ECS2: A Fast Erasure Coding Library for GPU-Accelerated Storage Systems with Parallel Direct IO
- Chan Jung Chang
- Jerry Chou
- et al.
- 2020
- CLUSTER 2020
Conference paperActions speak louder than words: Entity-sensitive privacy policy and data flow analysis with policheck
- Benjamin Andow
- Samin Yaseer Mahmud
- et al.
- 2020
- USENIX Security 2020
Conference paperNew oracle-efficient algorithms for private synthetic data release
- Giuseppe Vietri
- Grace Tian
- et al.
- 2020
- ICML 2020
Conference paperJoint Coreset Construction and Quantization for Distributed Machine Learning
- Hanlin Lu
- Changchang Liu
- et al.
- 2020
- Networking 2020
Conference paperAchieve 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
PaperAsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy
- Chengkun Wei
- Shouling Ji
- et al.
- 2020
- IEEE TIFS
Paper