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ORCIDYuanyuan Yuan 0001
Person information
- affiliation: Tsinghua University, School of Software, Beijing, China
- affiliation (PhD 2024): Hong Kong University of Science and Technology, Department of Computer Science and Engineering,, Hong Kong
Other persons with the same name
- Yuanyuan Yuan — disambiguation page
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Journal Articles
- 2024
[j4]Yuanyuan Yuan
, Qi Pang, Shuai Wang:
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing. IEEE Trans. Software Eng. 50(5): 1040-1064 (2024)- 2023
- [j3]Huaijin Wang, Pingchuan Ma, Yuanyuan Yuan, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, Shi Wu:
Enhancing DNN-Based Binary Code Function Search With Low-Cost Equivalence Checking. IEEE Trans. Software Eng. 49(1): 226-250 (2023) - 2022
- [j2]Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang:
Metamorphic Testing of Deep Learning Compilers. Proc. ACM Meas. Anal. Comput. Syst. 6(1): 15:1-15:28 (2022) - [j1]Pingchuan Ma, Zhibo Liu, Yuanyuan Yuan, Shuai Wang:
NeuralD: Detecting Indistinguishability Violations of Oblivious RAM With Neural Distinguishers. IEEE Trans. Inf. Forensics Secur. 17: 982-997 (2022)
Conference and Workshop Papers
- 2025
- [c22]Yanzuo Chen, Zhibo Liu, Yuanyuan Yuan, Sihang Hu, Tianxiang Li, Shuai Wang:
Compiled Models, Built-In Exploits: Uncovering Pervasive Bit-Flip Attack Surfaces in DNN Executables. NDSS 2025 - [c21]Yanzuo Chen, Yuanyuan Yuan, Zhibo Liu, Sihang Hu, Tianxiang Li, Shuai Wang:
BitShield: Defending Against Bit-Flip Attacks on DNN Executables. NDSS 2025 - [c20]Yuanyuan Yuan, Zhibo Liu, Sen Deng, Yanzuo Chen, Shuai Wang, Yinqian Zhang, Zhendong Su:
CipherSteal: Stealing Input Data from TEE-Shielded Neural Networks with Ciphertext Side Channels. SP 2025: 4136-4154 - 2024
- [c19]Yuanyuan Yuan, Zhibo Liu, Sen Deng, Yanzuo Chen, Shuai Wang, Yinqian Zhang, Zhendong Su:
HyperTheft: Thieving Model Weights from TEE-Shielded Neural Networks via Ciphertext Side Channels. CCS 2024: 4346-4360 - [c18]Zhibo Liu, Yuanyuan Yuan, Yanzuo Chen, Sihang Hu, Tianxiang Li, Shuai Wang:
DeepCache: Revisiting Cache Side-Channel Attacks in Deep Neural Networks Executables. CCS 2024: 4495-4508 - [c17]Yuanyuan Yuan, Shuai Wang, Zhendong Su:
See the Forest, not Trees: Unveiling and Escaping the Pitfalls of Error-Triggering Inputs in Neural Network Testing. ISSTA 2024: 1605-1617 - [c16]Qi Pang, Yuanyuan Yuan, Shuai Wang:
MPCDiff: Testing and Repairing MPC-Hardened Deep Learning Models. NDSS 2024 - [c15]Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen:
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. SP 2024: 3327-3345 - 2023
- [c14]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion. ICSE 2023: 1200-1212 - [c13]Zhenlan Ji, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang:
CC: Causality-Aware Coverage Criterion for Deep Neural Networks. ICSE 2023: 1788-1800 - [c12]Yanzuo Chen, Yuanyuan Yuan, Shuai Wang:
OBSan: An Out-Of-Bound Sanitizer to Harden DNN Executables. NDSS 2023 - [c11]Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang:
Explain Any Concept: Segment Anything Meets Concept-Based Explanation. NeurIPS 2023 - [c10]Yuanyuan Yuan, Zhibo Liu, Shuai Wang:
CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. USENIX Security Symposium 2023: 2009-2026 - [c9]Yuanyuan Yuan, Shuai Wang, Zhendong Su:
Precise and Generalized Robustness Certification for Neural Networks. USENIX Security Symposium 2023: 4769-4786 - [c8]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium 2023: 7357-7374 - 2022
- [c7]Qi Pang, Yuanyuan Yuan, Shuai Wang:
MDPFuzz: testing models solving Markov decision processes. ISSTA 2022: 378-390 - [c6]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. ASE 2022: 113:1-113:13 - [c5]Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang:
Metamorphic Testing of Deep Learning Compilers. SIGMETRICS (Abstracts) 2022: 65-66 - [c4]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Yuyan Bao:
SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications. SP 2022: 1100-1119 - [c3]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Automated Side Channel Analysis of Media Software with Manifold Learning. USENIX Security Symposium 2022: 4419-4436 - 2021
- [c2]Yuanyuan Yuan, Shuai Wang, Mingyue Jiang, Tsong Yueh Chen:
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing. CVPR 2021: 16908-16917 - [c1]Yuanyuan Yuan, Shuai Wang, Junping Zhang:
Private Image Reconstruction from System Side Channels Using Generative Models. ICLR 2021
Informal and Other Publications
- 2025
- [i15]Batu Guan, Xiao Wu, Yuanyuan Yuan, Shaohua Li:
Is Your Benchmark (Still) Useful? Dynamic Benchmarking for Code Language Models. CoRR abs/2503.06643 (2025) - 2024
- [i14]Ao Sun, Yuanyuan Yuan, Pingchuan Ma, Shuai Wang:
Eliminating Information Leakage in Hard Concept Bottleneck Models with Supervised, Hierarchical Concept Learning. CoRR abs/2402.05945 (2024) - [i13]Liwen Wang, Yuanyuan Yuan, Ao Sun, Zongjie Li, Pingchuan Ma, Daoyuan Wu, Shuai Wang:
How do LLMs Support Deep Learning Testing? A Comprehensive Study Through the Lens of Image Mutation. CoRR abs/2404.13945 (2024) - 2023
- [i12]Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang:
Explain Any Concept: Segment Anything Meets Concept-Based Explanation. CoRR abs/2305.10289 (2023) - [i11]Yuanyuan Yuan, Shuai Wang, Zhendong Su:
Precise and Generalized Robustness Certification for Neural Networks. CoRR abs/2306.06747 (2023) - [i10]Yanzuo Chen, Zhibo Liu, Yuanyuan Yuan, Sihang Hu, Tianxiang Li, Shuai Wang:
Unveiling Single-Bit-Flip Attacks on DNN Executables. CoRR abs/2309.06223 (2023) - [i9]Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen:
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. CoRR abs/2310.07152 (2023) - 2022
- [i8]Qi Pang, Yuanyuan Yuan, Shuai Wang, Wenting Zheng:
ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems. CoRR abs/2201.02775 (2022) - [i7]Yuanyuan Yuan, Zhibo Liu, Shuai Wang:
CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. CoRR abs/2209.14952 (2022) - [i6]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. CoRR abs/2210.01075 (2022) - [i5]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. CoRR abs/2210.04942 (2022) - 2021
- [i4]Yuanyuan Yuan, Qi Pang, Shuai Wang:
You Can't See the Forest for Its Trees: Assessing Deep Neural Network Testing via NeuraL Coverage. CoRR abs/2112.01955 (2021) - [i3]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Enhancing Deep Neural Networks Testing by Traversing Data Manifold. CoRR abs/2112.01956 (2021) - [i2]Qi Pang, Yuanyuan Yuan, Shuai Wang:
MDPFuzzer: Finding Crash-Triggering State Sequences in Models Solving the Markov Decision Process. CoRR abs/2112.02807 (2021) - [i1]Yuanyuan Yuan, Qi Pang, Shuai Wang:
Automated Side Channel Analysis of Media Software with Manifold Learning. CoRR abs/2112.04947 (2021)
Coauthor Index
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