Sign in
Hongbin Liu
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 10
Top Topics
Training Data
Negative Examples
Supervised Learning
Regularization Framework
Top Venues
CoRR
USENIX Security Symposium
ECCV (31)
CCS
</>
Publications
</>
Jinghuai Zhang
,
Jinyuan Jia
,
Hongbin Liu
,
Neil Zhenqiang Gong
PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees.
CVPR
(2023)
Jinghuai Zhang
,
Jinyuan Jia
,
Hongbin Liu
,
Neil Zhenqiang Gong
PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees.
CoRR
(2023)
Hongbin Liu
,
Wenjie Qu
,
Jinyuan Jia
,
Neil Zhenqiang Gong
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.
CoRR
(2022)
Hongbin Liu
,
Jinyuan Jia
,
Neil Zhenqiang Gong
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
CoRR
(2022)
Jinghuai Zhang
,
Hongbin Liu
,
Jinyuan Jia
,
Neil Zhenqiang Gong
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning.
CoRR
(2022)
Yupei Liu
,
Jinyuan Jia
,
Hongbin Liu
,
Neil Zhenqiang Gong
StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning.
CCS
(2022)
Xinlei He
,
Hongbin Liu
,
Neil Zhenqiang Gong
,
Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning.
CoRR
(2022)
Jinyuan Jia
,
Binghui Wang
,
Xiaoyu Cao
,
Hongbin Liu
,
Neil Zhenqiang Gong
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations.
ICLR
(2022)
Xinlei He
,
Hongbin Liu
,
Neil Zhenqiang Gong
,
Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning.
ECCV (31)
(2022)
Hongbin Liu
,
Jinyuan Jia
,
Neil Zhenqiang Gong
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
USENIX Security Symposium
(2022)