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ORCIDZitao Chen 0001
Person information
- affiliation: University of British Columbia, Vancouver, BC, Canada
Other persons with the same name
- Zitao Chen — disambiguation page
- Zitao Chen 0002
![[0000-0001-7862-6343]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-7862-6343")
— Guangzhou University, Guangzhou, China - Zitao Chen 0003 — Tsinghua University, Shenzhen, China
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2020 – today
- 2024
[c7]Zitao Chen, Karthik Pattabiraman:
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction. NDSS 2024- [i6]Zitao Chen, Karthik Pattabiraman:
A Method to Facilitate Membership Inference Attacks in Deep Learning Models. CoRR abs/2407.01919 (2024) - [i5]Zitao Chen, Karthik Pattabiraman:
Catch Me if You Can: Detecting Unauthorized Data Use in Deep Learning Models. CoRR abs/2409.06280 (2024) - 2023
- [j2]Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. 20(4): 2677-2695 (2023) - [c6]Zitao Chen, Pritam Dash, Karthik Pattabiraman:
Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks. AsiaCCS 2023: 689-703 - [i4]Zitao Chen, Karthik Pattabiraman:
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction. CoRR abs/2307.01610 (2023) - 2021
- [c5]Zitao Chen, Guanpeng Li, Karthik Pattabiraman:
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction. DSN 2021: 1-13 - [c4]Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman:
PID-Piper: Recovering Robotic Vehicles from Physical Attacks. DSN 2021: 26-38 - [i3]Zitao Chen, Pritam Dash, Karthik Pattabiraman:
Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack. CoRR abs/2108.05075 (2021) - 2020
- [c3]Karthik Pattabiraman, Guanpeng Li, Zitao Chen:
Error Resilient Machine Learning for Safety-Critical Systems: Position Paper. IOLTS 2020: 1-4 - [c2]Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE 2020: 426-435 - [i2]Zitao Chen, Guanpeng Li, Karthik Pattabiraman:
Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction. CoRR abs/2003.13874 (2020) - [i1]Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR abs/2004.01743 (2020)
2010 – 2019
- 2019
- [c1]Zitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
BinFI: an efficient fault injector for safety-critical machine learning systems. SC 2019: 69:1-69:23 - 2018
- [j1]Zitao Chen, Wei Ren, Yi Ren, Kim-Kwang Raymond Choo:
LiReK: A lightweight and real-time key establishment scheme for wearable embedded devices by gestures or motions. Future Gener. Comput. Syst. 84: 126-138 (2018)
Coauthor Index
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