Fnu Suya

According to our database, Fnu Suya authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SoK: Pitfalls in Evaluating Black-Box Attacks.

Fnu Suya, Anshuman Suri, Tingwei Zhang, Jingtao Hong, Yuan Tian, David Evans

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

2023

Understanding Variation in Subpopulation Susceptibility to Poisoning Attacks.

Evan Rose, Fnu Suya, David Evans

CoRR, 2023

When Can Linear Learners be Robust to Indiscriminate Poisoning Attacks?

Fnu Suya, Xiao Zhang, Yuan Tian, David Evans

CoRR, 2023

What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?

Fnu Suya, Xiao Zhang, Yuan Tian, David Evans

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Manipulating Transfer Learning for Property Inference.

Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

HackWrt: Network Traffic-Based Eavesdropping of Handwriting.

Aaron T. Kinfe, Chijung Jung, Kai Lin, Marshall Clyburn, Fnu Suya

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

2022

Stealthy Backdoors as Compression Artifacts.

Yulong Tian, Fnu Suya, Fengyuan Xu, David Evans

IEEE Trans. Inf. Forensics Secur., 2022

2021

Model-Targeted Poisoning Attacks with Provable Convergence.

Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, Yuan Tian

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Scalable attack on graph data by injecting vicious nodes.

Jihong Wang, Minnan Luo, Fnu Suya, Jundong Li, Zijiang Yang, Qinghua Zheng

Data Min. Knowl. Discov., 2020

Model-Targeted Poisoning Attacks: Provable Convergence and Certified Bounds.

Fnu Suya, Saeed Mahloujifar, David Evans, Yuan Tian

CoRR, 2020

Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries.

Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian

Proceedings of the 29th USENIX Security Symposium, 2020

2019

Demystifying Hidden Privacy Settings in Mobile Apps.

Yi Chen, Mingming Zha, Nan Zhang, Dandan Xu, Qianqian Zhao, Xuan Feng, Kan Yuan, Fnu Suya, Yuan Tian, Kai Chen, XiaoFeng Wang, Wei Zou

Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

2017

Query-limited Black-box Attacks to Classifiers.

Fnu Suya, Yuan Tian, David Evans, Paolo Papotti

CoRR, 2017