Advanced HE packing methods with applications to ML
- Ehud Aharoni
- Nir Drucker
- et al.
- 2022
- CCS 2022
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89 results for Data and AI Security
Advances, challenges and opportunities in creating data for trustworthy AI
- Weixin Liang
- Girmaw Abebe Tadesse
- et al.
- 2022
- Nature Machine Intelligence
NN-EMD: Efficiently Training Neural Networks Using Encrypted Multi-Sourced Datasets
- Runhua Xu
- James Joshi
- et al.
- 2021
- IEEE TDSC
Complex Encoded Tile Tensors: Accelerating Encrypted Analytics
- Ehud Aharoni
- Nir Drucker
- et al.
- 2021
- IEEE Security and Privacy
A Study on the Security Implications of Information Leakages in Container Clouds
- Xing Gao
- Benjamin Steenkamer
- et al.
- 2021
- IEEE TDSC
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
- Lingjuan Lyu
- Yitong Li
- et al.
- 2020
- IEEE TDSC
AsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy
- Chengkun Wei
- Shouling Ji
- et al.
- 2020
- IEEE TIFS
Workshop on Data Integrity and Secure Cloud Computing (DISCC)
- Pradip Bose
- Jennifer Dworak
- et al.
- 2025
- HPCA 2025
Robust Text CAPTCHAs Using Adversarial Examples
- Rulin Shao
- Zhouxing Shi
- et al.
- 2022
- Big Data 2022
Zero Knowledge Proofs towards Verifiable Decentralized AI Pipelines
- Nitin Singh
- Pankaj Dayama
- et al.
- 2022
- FC 2022