Ziqi Zhou

43 papers A* 13Misc 1Journal 28Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness.
CoRR
Yufei Song, Ziqi Zhou, Menghao Deng, Yifan Hu, Shengshan Hu, Minghui Li, Leo Yu Zhang
2026 J jnl
UnlearnShield: Shielding Forgotten Privacy against Unlearning Inversion.
CoRR
Lulu Xue, Shengshan Hu, Wei Lu, Ziqi Zhou, Yufei Song, Jianhong Cheng, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
ADVEDM:Fine-grained Adversarial Attack against VLM-based Embodied Agents.
CoRR
Yichen Wang, Hangtao Zhang, Hewen Pan, Ziqi Zhou, Xianlong Wang, Peijin Guo, Lulu Xue, Shengshan Hu, Minghui Li, Leo Yu Zhang
2025 A* conf
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World.
ICLR
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
2025 A* conf
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature.
AAAI
Yichen Wang, Yuxuan Chou, Ziqi Zhou, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li
2025 J jnl
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing.
CoRR
Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao
2025 J jnl
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing.
IEEE Trans. Inf. Forensics Secur.
Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao
2025 A* conf
Detecting and Corrupting Convolution-based Unlearnable Examples.
AAAI
Minghui Li, Xianlong Wang, Zhifei Yu, Shengshan Hu, Ziqi Zhou, Longling Zhang, Leo Yu Zhang
2025 J jnl
MARS: A Malignity-Aware Backdoor Defense in Federated Learning.
CoRR
Wei Wan, Yuxuan Ning, Zhicong Huang, Cheng Hong, Shengshan Hu, Ziqi Zhou, Yechao Zhang, Tianqing Zhu, Wanlei Zhou, Leo Yu Zhang
2025 A* conf
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors.
AAAI
Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin
2025 Misc conf
PB-UAP: Hybride Universal Adversarial Attack for Image Segmentation.
ICASSP
Yufei Song, Ziqi Zhou, Minghui Li, Xianlong Wang, Hangtao Zhang, Menghao Deng, Wei Wan, Shengshan Hu, Leo Yu Zhang
2025 J jnl
SegTrans: Transferable Adversarial Examples for Segmentation Models.
CoRR
Yufei Song, Ziqi Zhou, Qi Lu, Hangtao Zhang, Yifan Hu, Lulu Xue, Shengshan Hu, Minghui Li, Leo Yu Zhang
2025 J jnl
Spa-VLM: Stealthy Poisoning Attacks on RAG-based VLM.
CoRR
Lei Yu, Yechao Zhang, Ziqi Zhou, Yang Wu, Wei Wan, Minghui Li, Shengshan Hu, Pei Xiaobing, Jing Wang
2025 A* conf
Test-Time Backdoor Detection for Object Detection Models.
CVPR
Hangtao Zhang, Yichen Wang, Shihui Yan, Chenyu Zhu, Ziqi Zhou, Linshan Hou, Shengshan Hu, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
Test-Time Backdoor Detection for Object Detection Models.
CoRR
Hangtao Zhang, Yichen Wang, Shihui Yan, Chenyu Zhu, Ziqi Zhou, Linshan Hou, Shengshan Hu, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
Towards Real-World Deepfake Detection: A Diverse In-the-wild Dataset of Forgery Faces.
CoRR
Junyu Shi, Minghui Li, Junguo Zuo, Zhifei Yu, Yipeng Lin, Shengshan Hu, Ziqi Zhou, Yechao Zhang, Wei Wan, Yinzhe Xu, Leo Yu Zhang
2025 J jnl
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification, Challenges, and Future Directions.
CoRR
Lulu Xue, Shengshan Hu, Wei Lu, Yan Shen, Dongxu Li, Peijin Guo, Ziqi Zhou, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models.
CoRR
Hewen Pan, Cong Wei, Dashuang Liang, Zepeng Huang, Pengfei Gao, Ziqi Zhou, Lulu Xue, Pengfei Yan, Xiaoming Wei, Minghui Li, Shengshan Hu
2025 J jnl
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2.
CoRR
Ziqi Zhou, Yifan Hu, Yufei Song, Zijing Li, Shengshan Hu, Leo Yu Zhang, Dezhong Yao, Long Zheng, Hai Jin
2024 J jnl
BadRobot: Jailbreaking LLM-based Embodied AI in the Physical World.
CoRR
Hangtao Zhang, Chenyu Zhu, Xianlong Wang, Ziqi Zhou, Shengshan Hu, Leo Yu Zhang
2024 J jnl
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature.
CoRR
Yichen Wang, Yuxuan Chou, Ziqi Zhou, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li
2024 A* conf
DarkSAM: Fooling Segment Anything Model to Segment Nothing.
NeurIPS
Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
DarkSAM: Fooling Segment Anything Model to Segment Nothing.
CoRR
Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 A* conf
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World.
IJCAI
Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen
2024 J jnl
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness.
CoRR
Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen
2024 — conf
ECLIPSE: Expunging Clean-Label Indiscriminate Poisons via Sparse Diffusion Purification.
ESORICS (1)
Xianlong Wang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Leo Yu Zhang, Peng Xu, Wei Wan, Hai Jin
2024 J jnl
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification.
CoRR
Xianlong Wang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Leo Yu Zhang, Peng Xu, Wei Wan, Hai Jin
2024 J jnl
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors.
CoRR
Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation.
CoRR
Yufei Song, Ziqi Zhou, Minghui Li, Xianlong Wang, Menghao Deng, Wei Wan, Shengshan Hu, Leo Yu Zhang
2024 A* conf
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples.
SP
Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples.
CoRR
Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 A* conf
Transferable Adversarial Facial Images for Privacy Protection.
ACM Multimedia
Minghui Li, Jiangxiong Wang, Hao Zhang, Ziqi Zhou, Shengshan Hu, Xiaobing Pei
2024 J jnl
Transferable Adversarial Facial Images for Privacy Protection.
CoRR
Minghui Li, Jiangxiong Wang, Hao Zhang, Ziqi Zhou, Shengshan Hu, Xiaobing Pei
2024 J jnl
TrojanRobot: Backdoor Attacks Against Robotic Manipulation in the Physical World.
CoRR
Xianlong Wang, Hewen Pan, Hangtao Zhang, Minghui Li, Shengshan Hu, Ziqi Zhou, Lulu Xue, Peijin Guo, Yichen Wang, Wei Wan, Aishan Liu, Leo Yu Zhang
2024 A* conf
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need.
NeurIPS
Xianlong Wang, Minghui Li, Wei Liu, Hangtao Zhang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Hai Jin
2024 J jnl
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need.
CoRR
Xianlong Wang, Minghui Li, Wei Liu, Hangtao Zhang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Hai Jin
2023 A* conf
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning.
ACM Multimedia
Ziqi Zhou, Shengshan Hu, Minghui Li, Hangtao Zhang, Yechao Zhang, Hai Jin
2023 J jnl
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning.
CoRR
Ziqi Zhou, Shengshan Hu, Minghui Li, Hangtao Zhang, Yechao Zhang, Hai Jin
2023 J jnl
Corrupting Convolution-based Unlearnable Datasets with Pixel-based Image Transformations.
CoRR
Xianlong Wang, Shengshan Hu, Minghui Li, Zhifei Yu, Ziqi Zhou, Leo Yu Zhang, Hai Jin
2023 A* conf
Downstream-agnostic Adversarial Examples.
ICCV
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
2023 J jnl
Downstream-agnostic Adversarial Examples.
CoRR
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
2022 A* conf
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label.
ACM Multimedia
Shengshan Hu, Ziqi Zhou, Yechao Zhang, Leo Yu Zhang, Yifeng Zheng, Yuanyuan He, Hai Jin
2022 J jnl
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label.
CoRR
Shengshan Hu, Ziqi Zhou, Yechao Zhang, Leo Yu Zhang, Yifeng Zheng, Yuanyuan He, Hai Jin