Shuo Shao

31 papers A* 4B 1Journal 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
AttriGuard: Defeating Indirect Prompt Injection in LLM Agents via Causal Attribution of Tool Invocations.
CoRR
Yu He, Haozhe Zhu, Yiming Li, Shuo Shao, Hongwei Yao, Zhihao Liu, Zhan Qin
2026 J jnl
JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization.
CoRR
Haolun Zheng, Yu He, Tailun Chen, Shuo Shao, Zhixuan Chu, Hongbin Zhou, Lan Tao, Zhan Qin, Kui Ren
2026 A* conf
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies.
AAAI
Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren
2026 A* conf
Reading Between the Lines: Towards Reliable Black-box LLM Fingerprinting via Zeroth-order Gradient Estimation.
WWW
Shuo Shao, Yiming Li, Hongwei Yao, Yifei Chen, Yuchen Yang, Zhan Qin
2025 J jnl
Black-Box Guardrail Reverse-engineering Attack.
CoRR
Hongwei Yao, Yun Xia, Shuo Shao, Haoran Shi, Tong Qiao, Cong Wang
2025 J jnl
CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking.
CoRR
Yiming Li, Kaiying Yan, Shuo Shao, Tongqing Zhai, Shu-Tao Xia, Zhan Qin, Dacheng Tao
2025 J jnl
DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective.
CoRR
Shuo Shao, Yiming Li, Mengren Zheng, Zhiyang Hu, Yukun Chen, Boheng Li, Yu He, Junfeng Guo, Tianwei Zhang, Dacheng Tao, Zhan Qin
2025 A* conf
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution.
NDSS
Shuo Shao, Yiming Li, Hongwei Yao, Yiling He, Zhan Qin, Kui Ren
2025 J jnl
External Data Extraction Attacks against Retrieval-Augmented Large Language Models.
CoRR
Yu He, Yifei Chen, Yiming Li, Shuo Shao, Leyi Qi, Boheng Li, Dacheng Tao, Zhan Qin
2025 J jnl
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint.
CoRR
Shuo Shao, Haozhe Zhu, Hongwei Yao, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren
2025 J jnl
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
IEEE Trans. Dependable Secur. Comput.
Shuo Shao, Wenyuan Yang, Hanlin Gu, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren
2025 J jnl
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies.
CoRR
Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren
2025 J jnl
MIRAGE: Misleading Retrieval-Augmented Generation via Black-box and Query-agnostic Poisoning Attacks.
CoRR
Tailun Chen, Yu He, Yan Wang, Shuo Shao, Haolun Zheng, Zhihao Liu, Jinfeng Li, Yuefeng Chen, Zhixuan Chu, Zhan Qin
2025 J jnl
PointNCBW: Toward Dataset Ownership Verification for Point Clouds via Negative Clean-Label Backdoor Watermark.
IEEE Trans. Inf. Forensics Secur.
Cheng Wei, Yang Wang, Kuofeng Gao, Shuo Shao, Yiming Li, Zhibo Wang, Zhan Qin
2025 J jnl
PromptCOS: Towards System Prompt Copyright Auditing for LLMs via Content-level Output Similarity.
CoRR
Yuchen Yang, Yiming Li, Hongwei Yao, Enhao Huang, Shuo Shao, Bingrun Yang, Zhibo Wang, Dacheng Tao, Zhan Qin
2025 J jnl
Quantifying Conversation Drift in MCP via Latent Polytope.
CoRR
Haoran Shi, Hongwei Yao, Shuo Shao, Shaopeng Jiao, Ziqi Peng, Zhan Qin, Cong Wang
2025 A* conf
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming.
ICLR
Yukun Chen, Shuo Shao, Enhao Huang, Yiming Li, Pin-Yu Chen, Zhan Qin, Kui Ren
2025 J jnl
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming.
CoRR
Yukun Chen, Shuo Shao, Enhao Huang, Yiming Li, Pin-Yu Chen, Zhan Qin, Kui Ren
2025 J jnl
Reading Between the Lines: Towards Reliable Black-box LLM Fingerprinting via Zeroth-order Gradient Estimation.
CoRR
Shuo Shao, Yiming Li, Hongwei Yao, Yifei Chen, Yuchen Yang, Zhan Qin
2025 J jnl
Rethinking Data Protection in the (Generative) Artificial Intelligence Era.
CoRR
Yiming Li, Shuo Shao, Yu He, Junfeng Guo, Tianwei Zhang, Zhan Qin, Pin-Yu Chen, Michael Backes, Philip Torr, Dacheng Tao, Kui Ren
2025 J jnl
Retrofit: Continual Learning with Bounded Forgetting for Security Applications.
CoRR
Yiling He, Junchi Lei, Hongyu She, Shuo Shao, Xinran Zheng, Yiping Liu, Zhan Qin, Lorenzo Cavallaro
2025 J jnl
Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference.
CoRR
Zhifan Luo, Shuo Shao, Su Zhang, Lijing Zhou, Yuke Hu, Chenxu Zhao, Zhihao Liu, Zhan Qin
2025 J jnl
SmartGuard: Leveraging Large Language Models for Network Attack Detection through Audit Log Analysis and Summarization.
CoRR
Hao Zhang, Shuo Shao, Song Li, Zhenyu Zhong, Yan Liu, Zhan Qin, Kui Ren
2025 J jnl
SoK: Large Language Model Copyright Auditing via Fingerprinting.
CoRR
Shuo Shao, Yiming Li, Yu He, Hongwei Yao, Wenyuan Yang, Dacheng Tao, Zhan Qin
2024 J jnl
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution.
CoRR
Shuo Shao, Yiming Li, Hongwei Yao, Yiling He, Zhan Qin, Kui Ren
2024 J jnl
PointNCBW: Towards Dataset Ownership Verification for Point Clouds via Negative Clean-label Backdoor Watermark.
CoRR
Cheng Wei, Yang Wang, Kuofeng Gao, Shuo Shao, Yiming Li, Zhibo Wang, Zhan Qin
2024 J jnl
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI.
CoRR
Kui Ren, Ziqi Yang, Li Lu, Jian Liu, Yiming Li, Jie Wan, Xiaodi Zhao, Xianheng Feng, Shuo Shao
2024 J jnl
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring.
ACM Trans. Intell. Syst. Technol.
Wenyuan Yang, Shuo Shao, Yue Yang, Xiyao Liu, Ximeng Liu, Zhihua Xia, Gerald Schaefer, Hui Fang
2022 J jnl
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
CoRR
Shuo Shao, Wenyuan Yang, Hanlin Gu, Jian Lou, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren
2022 J jnl
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring.
CoRR
Wenyuan Yang, Shuo Shao, Yue Yang, Xiyao Liu, Zhihua Xia, Gerald Schaefer, Hui Fang
2021 B conf
Secure Federated Learning Model Verification: A Client-side Backdoor Triggered Watermarking Scheme.
SMC
Xiyao Liu, Shuo Shao, Yue Yang, Kangming Wu, Wenyuan Yang, Hui Fang