Yuanyuan Yuan - RankMe

43 papers A* 20A 2Journal 20Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hi-CBM: Mitigating information leakage via hierarchical concept bottleneck modeling. Neurocomputing Ao Sun, Qingyue Wang, Yuanyuan Yuan, Pingchuan Ma, Shuai Wang
2025	A*	`conf`	BitShield: Defending Against Bit-Flip Attacks on DNN Executables. NDSS Yanzuo Chen, Yuanyuan Yuan, Zhibo Liu, Sihang Hu, Tianxiang Li, Shuai Wang
2025	A*	`conf`	CipherSteal: Stealing Input Data from TEE-Shielded Neural Networks with Ciphertext Side Channels. SP Yuanyuan Yuan, Zhibo Liu, Sen Deng, Yanzuo Chen, Shuai Wang, Yinqian Zhang, Zhendong Su
2025	A*	`conf`	Compiled Models, Built-In Exploits: Uncovering Pervasive Bit-Flip Attack Surfaces in DNN Executables. NDSS Yanzuo Chen, Zhibo Liu, Yuanyuan Yuan, Sihang Hu, Tianxiang Li, Shuai Wang
2025	J	`jnl`	Is Your Benchmark (Still) Useful? Dynamic Benchmarking for Code Language Models. CoRR Batu Guan, Xiao Wu, Yuanyuan Yuan, Shaohua Li
2024	A*	`conf`	DeepCache: Revisiting Cache Side-Channel Attacks in Deep Neural Networks Executables. CCS Zhibo Liu, Yuanyuan Yuan, Yanzuo Chen, Sihang Hu, Tianxiang Li, Shuai Wang
2024	J	`jnl`	Eliminating Information Leakage in Hard Concept Bottleneck Models with Supervised, Hierarchical Concept Learning. CoRR Ao Sun, Yuanyuan Yuan, Pingchuan Ma, Shuai Wang
2024	J	`jnl`	How do LLMs Support Deep Learning Testing? A Comprehensive Study Through the Lens of Image Mutation. CoRR Liwen Wang, Yuanyuan Yuan, Ao Sun, Zongjie Li, Pingchuan Ma, Daoyuan Wu, Shuai Wang
2024	A*	`conf`	HyperTheft: Thieving Model Weights from TEE-Shielded Neural Networks via Ciphertext Side Channels. CCS Yuanyuan Yuan, Zhibo Liu, Sen Deng, Yanzuo Chen, Shuai Wang, Yinqian Zhang, Zhendong Su
2024	A*	`conf`	MPCDiff: Testing and Repairing MPC-Hardened Deep Learning Models. NDSS Qi Pang, Yuanyuan Yuan, Shuai Wang
2024	A*	`conf`	No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. SP Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen
2024	J	`jnl`	Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing. IEEE Trans. Software Eng. Yuanyuan Yuan, Qi Pang, Shuai Wang
2024	A	`conf`	See the Forest, not Trees: Unveiling and Escaping the Pitfalls of Error-Triggering Inputs in Neural Network Testing. ISSTA Yuanyuan Yuan, Shuai Wang, Zhendong Su
2023	A*	`conf`	ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems. SP Qi Pang, Yuanyuan Yuan, Shuai Wang, Wenting Zheng
2023	A*	`conf`	CC: Causality-Aware Coverage Criterion for Deep Neural Networks. ICSE Zhenlan Ji, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
2023	A*	`conf`	CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. USENIX Security Symposium Yuanyuan Yuan, Zhibo Liu, Shuai Wang
2023	A*	`conf`	Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma
2023	J	`jnl`	Enhancing DNN-Based Binary Code Function Search With Low-Cost Equivalence Checking. IEEE Trans. Software Eng. Huaijin Wang, Pingchuan Ma, Yuanyuan Yuan, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, Shi Wu
2023	A*	`conf`	Explain Any Concept: Segment Anything Meets Concept-Based Explanation. NeurIPS Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
2023	J	`jnl`	Explain Any Concept: Segment Anything Meets Concept-Based Explanation. CoRR Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
2023	J	`jnl`	No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. CoRR Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen
2023	A*	`conf`	OBSan: An Out-Of-Bound Sanitizer to Harden DNN Executables. NDSS Yanzuo Chen, Yuanyuan Yuan, Shuai Wang
2023	A*	`conf`	Precise and Generalized Robustness Certification for Neural Networks. USENIX Security Symposium Yuanyuan Yuan, Shuai Wang, Zhendong Su
2023	J	`jnl`	Precise and Generalized Robustness Certification for Neural Networks. CoRR Yuanyuan Yuan, Shuai Wang, Zhendong Su
2023	A*	`conf`	Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion. ICSE Yuanyuan Yuan, Qi Pang, Shuai Wang
2023	J	`jnl`	Unveiling Single-Bit-Flip Attacks on DNN Executables. CoRR Yanzuo Chen, Zhibo Liu, Yuanyuan Yuan, Sihang Hu, Tianxiang Li, Shuai Wang
2022	J	`jnl`	ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems. CoRR Qi Pang, Yuanyuan Yuan, Shuai Wang, Wenting Zheng
2022	A*	`conf`	Automated Side Channel Analysis of Media Software with Manifold Learning. USENIX Security Symposium Yuanyuan Yuan, Qi Pang, Shuai Wang
2022	J	`jnl`	CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. CoRR Yuanyuan Yuan, Zhibo Liu, Shuai Wang
2022	J	`jnl`	Decompiling x86 Deep Neural Network Executables. CoRR Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma
2022	A	`conf`	MDPFuzz: testing models solving Markov decision processes. ISSTA Qi Pang, Yuanyuan Yuan, Shuai Wang
2022	—	`conf`	Metamorphic Testing of Deep Learning Compilers. SIGMETRICS (Abstracts) Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang
2022	J	`jnl`	Metamorphic Testing of Deep Learning Compilers. Proc. ACM Meas. Anal. Comput. Syst. Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang
2022	J	`jnl`	NeuralD: Detecting Indistinguishability Violations of Oblivious RAM With Neural Distinguishers. IEEE Trans. Inf. Forensics Secur. Pingchuan Ma, Zhibo Liu, Yuanyuan Yuan, Shuai Wang
2022	A*	`conf`	SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications. SP Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Yuyan Bao
2022	A*	`conf`	Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. ASE Yuanyuan Yuan, Qi Pang, Shuai Wang
2022	J	`jnl`	Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. CoRR Yuanyuan Yuan, Qi Pang, Shuai Wang
2021	J	`jnl`	Automated Side Channel Analysis of Media Software with Manifold Learning. CoRR Yuanyuan Yuan, Qi Pang, Shuai Wang
2021	J	`jnl`	Enhancing Deep Neural Networks Testing by Traversing Data Manifold. CoRR Yuanyuan Yuan, Qi Pang, Shuai Wang
2021	J	`jnl`	MDPFuzzer: Finding Crash-Triggering State Sequences in Models Solving the Markov Decision Process. CoRR Qi Pang, Yuanyuan Yuan, Shuai Wang
2021	A*	`conf`	Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing. CVPR Yuanyuan Yuan, Shuai Wang, Mingyue Jiang, Tsong Yueh Chen
2021	A*	`conf`	Private Image Reconstruction from System Side Channels Using Generative Models. ICLR Yuanyuan Yuan, Shuai Wang, Junping Zhang
2021	J	`jnl`	You Can't See the Forest for Its Trees: Assessing Deep Neural Network Testing via NeuraL Coverage. CoRR Yuanyuan Yuan, Qi Pang, Shuai Wang