jinghuichen
The trustworthy machine learning lab at PSU is led by Prof. Jinghui Chen in the College of Information Science and Technology.
Pinned Repositories
AWM
Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)
BackwardSmoothing
Github Repo for AAAI'22 Paper: Efficient Robust Training via Backward Smoothing
CD-Adam
Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization (AISTATS 2022).
FedCAMS
Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning
Focused-Flip-Federated-Backdoor-Attack
Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
RayS
RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
jinghuichen's Repositories
jinghuichen/Focused-Flip-Federated-Backdoor-Attack
Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
jinghuichen/AWM
Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)
jinghuichen/FedCAMS
Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning
jinghuichen/BackwardSmoothing
Github Repo for AAAI'22 Paper: Efficient Robust Training via Backward Smoothing
jinghuichen/CD-Adam
Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization (AISTATS 2022).
jinghuichen/AdvML21Fall
jinghuichen/AdvML22Fall
jinghuichen/autoencoder
v1
jinghuichen/covid19-forecast-hub
Projections of COVID-19, in standardized format
jinghuichen/DS310-23Fall
jinghuichen/jinghuichen.github.io
jinghuichen/Learnability-Lock
Github repo for ICLR 2022 paper Learnability Lock: Authorized Learnability Control Through Adversarial Invertible Transformations
jinghuichen/SRA221-23Spring
jinghuichen/SRA221-24Fall
jinghuichen/SRA221-24Spring
jinghuichen/strands_systems
all system configs