Qi Pang

IEEE Trans. Software Eng., May, 2024

Metamorphic Testing of Secure Multi-party Computation (MPC) Compilers.

[BibT_eX]

[DOI]

Proc. ACM Softw. Eng., 2024

Attacking LLM Watermarks by Exploiting Their Strengths.

[BibT_eX]

[DOI]

CoRR, 2024

MPCDiff: Testing and Repairing MPC-Hardened Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Secure Federated Correlation Test and Entropy Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Byzantine-Robust Federated Learning with Optimal Statistical Rates.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Detecting and Repairing Deviated Outputs of Compressed Models.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2023

2022

NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Metamorphic Testing of Deep Learning Compilers.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2022

Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees.

[BibT_eX]

[DOI]

CoRR, 2022

ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Real-time defects detection for apple sorting using NIR cameras with pruning-based YOLOV4 network.

[BibT_eX]

[DOI]

Shuxiang Fan

Xiaoting Liang

Wenqian Huang

Vincent Jialong Zhang

Comput. Electron. Agric., 2022

Automated Side Channel Analysis of Media Software with Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

PrivGuard: Privacy Regulation Compliance Made Easier.

[BibT_eX]

[DOI]

Jithendaraa Subramanian

Proceedings of the 31st USENIX Security Symposium, 2022

Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

MDPFuzz: testing models solving Markov decision processes.

[BibT_eX]

[DOI]

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

2021

MDPFuzzer: Finding Crash-Triggering State Sequences in Models Solving the Markov Decision Process.

[BibT_eX]

[DOI]

CoRR, 2021

Enhancing Deep Neural Networks Testing by Traversing Data Manifold.

[BibT_eX]

[DOI]

CoRR, 2021

You Can't See the Forest for Its Trees: Assessing Deep Neural Network Testing via NeuraL Coverage.

[BibT_eX]

[DOI]

CoRR, 2021

FED-χ<sub>2</sub>: Privacy Preserving Federated Correlation Test.

[BibT_eX]

[DOI]

CoRR, 2021

mID: Tracing Screen Photos via Moiré Patterns.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

2020

F2ED-Learning: Good Fences Make Good Neighbors.

[BibT_eX]

[DOI]

CoRR, 2020

Towards practical differentially private causal graph discovery.

[BibT_eX]

[DOI]

Lun Wang

Dawn Song

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2016

Probabilistic linguistic term sets in multi-attribute group decision making.

[BibT_eX]

[DOI]