Yuanyuan Yuan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 34

Top Topics

Laplacian Eigenmaps

Decision Process

Top Venues

USENIX Security Symposium

IEEE Trans. Software Eng.

Publications

Ao Sun, Yuanyuan Yuan, Pingchuan Ma, Shuai Wang
Eliminating Information Leakage in Hard Concept Bottleneck Models with Supervised, Hierarchical Concept Learning. CoRR (2024)
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 (2024)
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) (2024)
Yanzuo Chen, Yuanyuan Yuan, Shuai Wang
OBSan: An Out-Of-Bound Sanitizer to Harden DNN Executables. NDSS (2023)
Yuanyuan Yuan, Shuai Wang, Zhendong Su
Precise and Generalized Robustness Certification for Neural Networks. CoRR (2023)
Yuanyuan Yuan, Shuai Wang, Zhendong Su
Precise and Generalized Robustness Certification for Neural Networks. USENIX Security Symposium (2023)
Han Liu, Ling Qin, Menggang Xing, Haiming Yan, Guofei Shang, Yuanyuan Yuan
Effects of Production-Living-Ecological Space Patterns Changes on Land Surface Temperature. Remote. Sens. 15 (14) (2023)
Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma
Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium (2023)
Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
Explain Any Concept: Segment Anything Meets Concept-Based Explanation. NeurIPS (2023)
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) (2023)
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 (2023)
Zhenlan Ji, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
CC: Causality-Aware Coverage Criterion for Deep Neural Networks. ICSE (2023)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion. ICSE (2023)
Yuanyuan Yuan, Zhibo Liu, Shuai Wang
CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. USENIX Security Symposium (2023)
Ao Sun, Pingchuan Ma, Yuanyuan Yuan, Shuai Wang
Explain Any Concept: Segment Anything Meets Concept-Based Explanation. CoRR (2023)
Yanzuo Chen, Zhibo Liu, Yuanyuan Yuan, Sihang Hu, Tianxiang Li, Shuai Wang
Unveiling Single-Bit-Flip Attacks on DNN Executables. CoRR (2023)
Yuanyuan Yuan, Fang Han, Qinghua Zhu, Wenlian Lu
Transition of Chimera States and Synchronization in Two-Layer Networks of Coupled Hindmarsh-Rose Neurons. Int. J. Bifurc. Chaos 32 (1) (2022)
Qi Pang, Yuanyuan Yuan, Shuai Wang
MDPFuzz: testing models solving Markov decision processes. ISSTA (2022)
Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma
Decompiling x86 Deep Neural Network Executables. CoRR (2022)
Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang
Metamorphic Testing of Deep Learning Compilers. SIGMETRICS (Abstracts) (2022)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. CoRR (2022)
Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Yuyan Bao
SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications. IEEE Symposium on Security and Privacy (2022)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing. ASE (2022)
Pingchuan Ma, Zhibo Liu, Yuanyuan Yuan, Shuai Wang
NeuralD: Detecting Indistinguishability Violations of Oblivious RAM With Neural Distinguishers. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yuanyuan Yuan, Zhibo Liu, Shuai Wang
CacheQL: Quantifying and Localizing Cache Side-Channel Vulnerabilities in Production Software. CoRR (2022)
Dongwei Xiao, Zhibo Liu, Yuanyuan Yuan, Qi Pang, Shuai Wang
Metamorphic Testing of Deep Learning Compilers. Proc. ACM Meas. Anal. Comput. Syst. 6 (1) (2022)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Automated Side Channel Analysis of Media Software with Manifold Learning. USENIX Security Symposium (2022)
Qi Pang, Yuanyuan Yuan, Shuai Wang
Attacking Vertical Collaborative Learning System Using Adversarial Dominating Inputs. CoRR (2022)
Yuanyuan Yuan, Shuai Wang, Mingyue Jiang, Tsong Yueh Chen
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing. CVPR (2021)
Yuanyuan Yuan, Qi Pang, Shuai Wang
You Can't See the Forest for Its Trees: Assessing Deep Neural Network Testing via NeuraL Coverage. CoRR (2021)
Yuanyuan Yuan, Shuai Wang, Junping Zhang
Private Image Reconstruction from System Side Channels Using Generative Models. ICLR (2021)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Automated Side Channel Analysis of Media Software with Manifold Learning. CoRR (2021)
Yuanyuan Yuan, Qi Pang, Shuai Wang
Enhancing Deep Neural Networks Testing by Traversing Data Manifold. CoRR (2021)
Qi Pang, Yuanyuan Yuan, Shuai Wang
MDPFuzzer: Finding Crash-Triggering State Sequences in Models Solving the Markov Decision Process. CoRR (2021)