Shengshan Hu

27 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0042-9045 ↗Homepage ↗

Venues

AAAI ×7 NeurIPS ×5 S&P ×4 ACM MM ×2 ESORICS ×2 IJCAI ×2 ACSAC ×1 CVPR ×1 ECML-PKDD ×1 EMNLP ×1 ICLR ×1

Frequent coauthors

Leo Yu Zhang

×22

Minghui Li

×17

Ziqi Zhou

×14

Yechao Zhang

×10

Xianlong Wang

×8

Wei Wan

×8

Yanjun Zhang

×7

Hai Jin

×7

Lulu Xue

×6

Yichen Wang

×6

Hangtao Zhang

×6

Dezhong Yao

×5

Papers

Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure
AAAI 2026 ·
Lulu Xue
, Shengshan Hu,
Linqiang Qian
,
Peijin Guo
,
Yechao Zhang
,
Minghui Li
,
Yanjun Zhang
,
Dayong Ye
,
Leo Yu Zhang
AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
NeurIPS 2025 ·
Yichen Wang
,
Hangtao Zhang
,
Hewen Pan
,
Ziqi Zhou
,
Xianlong Wang
,
Peijin Guo
,
Lulu Xue
, Shengshan Hu,
Minghui Li
,
Leo Yu Zhang
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
ICLR 2025 ·
Hangtao Zhang
,
Chenyu Zhu
,
Xianlong Wang
,
Ziqi Zhou
,
Changgan Yin
,
Minghui Li
,
Lulu Xue
,
Yichen Wang
, Shengshan Hu,
Aishan Liu
,
Peijin Guo
,
Leo Yu Zhang
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
AAAI 2025 ·
Yichen Wang
,
Yuxuan Chou
,
Ziqi Zhou
,
Hangtao Zhang
,
Wei Wan
, Shengshan Hu,
Minghui Li
Detecting and Corrupting Convolution-based Unlearnable Examples
AAAI 2025 ·
Minghui Li
,
Xianlong Wang
,
Zhifei Yu
, Shengshan Hu,
Ziqi Zhou
,
Longling Zhang
,
Leo Yu Zhang
Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
AAAI 2025 ·
Yechao Zhang
,
Yingzhe Xu
,
Junyu Shi
,
Leo Yu Zhang
, Shengshan Hu,
Minghui Li
,
Yanjun Zhang
MARS: A Malignity-Aware Backdoor Defense in Federated Learning
NeurIPS 2025 ·
Wei Wan
,
Yuxuan Ning
,
Zhicong Huang
,
Cheng Hong
, Shengshan Hu,
Ziqi Zhou
,
Yechao Zhang
,
Tianqing Zhu
,
Wanlei Zhou
,
Leo Yu Zhang
Manipulating Multimodal Agents via Cross-Modal Prompt Injection
ACM MM 2025 ·
Le Wang
,
Zonghao Ying
,
Tianyuan Zhang
,
Siyuan Liang
, Shengshan Hu,
Mingchuan Zhang
,
Aishan Liu
,
Xianglong Liu
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors
AAAI 2025 ·
Ziqi Zhou
,
Bowen Li
,
Yufei Song
,
Zhifei Yu
, Shengshan Hu,
Wei Wan
,
Leo Yu Zhang
,
Dezhong Yao
,
Hai Jin
Secure Transfer Learning: Training Clean Model Against Backdoor in Pre-Trained Encoder and Downstream Dataset
S&P 2025 ·
Yechao Zhang
,
Yuxuan Zhou
,
Tianyu Li
,
Minghui Li
, Shengshan Hu,
Wei Luo
,
Leo Yu Zhang
Test-Time Backdoor Detection for Object Detection Models
CVPR 2025 ·
Hangtao Zhang
,
Yichen Wang
,
Shihui Yan
,
Chenyu Zhu
,
Ziqi Zhou
,
Linshan Hou
, Shengshan Hu,
Minghui Li
,
Yanjun Zhang
,
Leo Yu Zhang
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
EMNLP 2025 ·
Minghui Li
,
Hao Zhang
,
Yechao Zhang
,
Wei Wan
, Shengshan Hu,
Pei Xiaobing
,
Jing Wang
Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
ECML-PKDD 2025 ·
Peijin Guo
,
Minghui Li
,
Hewen Pan
,
Bowen Chen
,
Yang Wu
,
Zikang Guo
,
Leo Yu Zhang
, Shengshan Hu,
Shengqing Hu
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2
NeurIPS 2025 ·
Ziqi Zhou
,
Yifan Hu
,
Yufei Song
,
Zijing Li
, Shengshan Hu,
Leo Yu Zhang
,
Dezhong Yao
,
Long Zheng
,
Hai Jin
DarkFed: A Data-Free Backdoor Attack in Federated Learning
IJCAI 2024 ·
Minghui Li
,
Wei Wan
,
Yuxuan Ning
, Shengshan Hu,
Lulu Xue
,
Leo Yu Zhang
,
Yichen Wang
DarkSAM: Fooling Segment Anything Model to Segment Nothing
NeurIPS 2024 ·
Ziqi Zhou
,
Yufei Song
,
Minghui Li
, Shengshan Hu,
Xianlong Wang
,
Leo Yu Zhang
,
Dezhong Yao
,
Hai Jin
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World
IJCAI 2024 ·
Hangtao Zhang
, Shengshan Hu,
Yichen Wang
,
Leo Yu Zhang
,
Ziqi Zhou
,
Xianlong Wang
,
Yanjun Zhang
,
Chao Chen
ECLIPSE: Expunging Clean-Label Indiscriminate Poisons via Sparse Diffusion Purification
ESORICS 2024 ·
Xianlong Wang
, Shengshan Hu,
Yechao Zhang
,
Ziqi Zhou
,
Leo Yu Zhang
,
Peng Xu
,
Wei Wan
,
Hai Jin
PointAPA: Towards Availability Poisoning Attacks in 3D Point Clouds
ESORICS 2024 ·
Xianlong Wang
,
Minghui Li
,
Peng Xu
,
Wei Liu
,
Leo Yu Zhang
, Shengshan Hu,
Yanjun Zhang
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks
AAAI 2024 ·
Lulu Xue
, Shengshan Hu,
Ruizhi Zhao
,
Leo Yu Zhang
,
Shengqing Hu
,
Lichao Sun
,
Dezhong Yao
Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics
S&P 2024 ·
Xiaoxing Mo
,
Yechao Zhang
,
Leo Yu Zhang
,
Wei Luo
,
Nan Sun
, Shengshan Hu,
Shang Gao
,
Yang Xiang
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples
S&P 2024 ·
Ziqi Zhou
,
Minghui Li
,
Wei Liu
, Shengshan Hu,
Yechao Zhang
,
Wei Wan
,
Lulu Xue
,
Leo Yu Zhang
,
Dezhong Yao
,
Hai Jin
Stealing Watermarks of Large Language Models via Mixed Integer Programming
ACSAC 2024 ·
Zhaoxi Zhang
,
Xiaomei Zhang
,
Yanjun Zhang
,
Leo Yu Zhang
,
Chao Chen
, Shengshan Hu,
Asif Gill
,
Shirui Pan
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation
AAAI 2024 ·
Di Mi
,
Yanjun Zhang
,
Leo Yu Zhang
, Shengshan Hu,
Qi Zhong
,
Haizhuan Yuan
,
Shirui Pan
Transferable Adversarial Facial Images for Privacy Protection
ACM MM 2024 ·
Minghui Li
,
Jiangxiong Wang
,
Hao Zhang
,
Ziqi Zhou
, Shengshan Hu,
Xiaobing Pei
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
NeurIPS 2024 ·
Xianlong Wang
,
Minghui Li
,
Wei Liu
,
Hangtao Zhang
, Shengshan Hu,
Yechao Zhang
,
Ziqi Zhou
,
Hai Jin
Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability
S&P 2024 ·
Yechao Zhang
, Shengshan Hu,
Leo Yu Zhang
,
Junyu Shi
,
Minghui Li
,
Xiaogeng Liu
,
Wei Wan
,
Hai Jin