Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
- Chulin Xie
- Yunhui Long
- et al.
- 2023
- CCS 2023
Conference paper
Publications
1650 results for Machine Learning
In-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- Ronaldo Giro
- Hsiang Han Hsu
- et al.
- 2023
- MRS Fall Meeting 2023
TalkA Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep Learning
- Fabia Farlin Athena
- Nanbo Gong
- et al.
- 2023
- MRS Fall Meeting 2023
TalkEnzeptional: enzyme optimization via a generative language modeling-based evolutionary algorithm
- Yves Gaetan Nana Teukam
- Federico Zipoli
- et al.
- 2023
- MRS Fall Meeting 2023
PosterAutoencoder based on Graph and Recurrent Neural Networks and Application to Property Prediction
- Akihiro Kishimoto
- Hiroshi Kajino
- et al.
- 2023
- MRS Fall Meeting 2023
PosterEfficient AES-GCM decryption under Homomorphic Encryption
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- CCS 2023
PosterCertified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2023
- CCS 2023
Workshop paperTutorial-HEPack4ML '23: Advanced HE Packing Methods with Applications to ML
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- CCS 2023
Workshop paperDirect Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- Jorge Guevara
- Maria Garcia
- et al.
- 2023
- J. Adv. Model. Earth Syst.
PaperALFA: Active Learning for Graph Neural Network-Based Semantic Schema Alignment
- Venkata Vamsikrishna Meduri
- Abdul Quamar
- et al.
- 2023
- VLDB Journal
Paper