Shangqing Zhao

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All published works

Action	Title	Year	Authors
+ PDF Chat	Quantum Machine Learning: Performance and Security Implications in Real-World Applications	2024	Zhengping Luo Tyler J. Stewart Mourya Reddy Narasareddygari Rui Duan Shangqing Zhao
+ PDF Chat	Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models	2024	Reza Babaei Samuel Cheng Theresa Thai Shangqing Zhao
+ PDF Chat	Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics	2024	Wenwei Zhao Xiaowen Li Shangqing Zhao Jie Xu Yao Liu Zhuo Lu
+ PDF Chat	Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics	2024	Wenwei Zhao Xiaowen Li Shangqing Zhao Jie Xu Yao Liu Zhuo Lü
+	BIBench: Benchmarking Data Analysis Knowledge of Large Language Models	2024	Liu Shu Shangqing Zhao Chenghao Jia Xinlin Zhuang Zhaoguang Long Man Lan
+ PDF Chat	Data-Driven Next-Generation Wireless Networking: Embracing AI for Performance and Security	2023	Jiahao Xue Zhe Qu Shangqing Zhao Yao Liu Zhuo Lu
+	Data-Driven Next-Generation Wireless Networking: Embracing AI for Performance and Security	2023	Jiahao Xue Zhe Qu Shangqing Zhao Yao Liu Zhuo Lü
+	LoMar: A Local Defense Against Poisoning Attack on Federated Learning	2022	Xingyu Li Zhe Qu Shangqing Zhao Bo Tang Zhuo Lu Yao Liu
+	Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception	2022	Rui Duan Zhe Qu Shangqing Zhao Lei Ding Yao Liu Zhuo Lü
+ PDF Chat	LoMar: A Local Defense Against Poisoning Attack on Federated Learning	2021	Xingyu Li Zhe Qu Shangqing Zhao Bo Tang Zhuo Lu Yao Liu
+	How to Test the Randomness from the Wireless Channel for Security?	2021	Zhe Qu Shangqing Zhao Jie Xu Zhuo Lu Yao Liu
+	How to Test the Randomness From the Wireless Channel for Security?	2021	Zhe Qu Shangqing Zhao Jie Xu Zhuo Lu Yao Liu
+	When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing	2020	Zhengping Luo Shangqing Zhao Zhuo Lu Jie Xu Yalin E. Sagduyu
+	Adversarial machine learning based partial-model attack in IoT	2020	Zhengping Luo Shangqing Zhao Zhuo Lu Yalin E. Sagduyu Jie Xu
+	Adversarial Machine Learning based Partial-model Attack in IoT	2020	Zhengping Luo Shangqing Zhao Zhuo Lu Yalin E. Sagduyu Jie Xu
+	Cyber Deception for Computer and Network Security: Survey and Challenges	2020	Zhuo Lu Cliff Wang Shangqing Zhao
+	When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing	2019	Zhengping Luo Shangqing Zhao Zhuo Lu Jie Xu Yalin E. Sagduyu

Common Coauthors

Coauthor	Papers Together
Zhuo Lu	11
Jie Xu	7
Yao Liu	6
Zhengping Luo	5
Zhe Qu	4
Yalin E. Sagduyu	4
Zhuo Lü	3
Zhe Qu	3
Xiaowen Li	2
Jiahao Xue	2
Bo Tang	2
Wenwei Zhao	2
Xingyu Li	2
Yao Liu	1
Jie Xu	1
Rui Duan	1
Zhaoguang Long	1
Xinlin Zhuang	1
Theresa Thai	1
Reza Babaei	1
Liu Shu	1
Samuel Cheng	1
Lei Ding	1
Cliff Wang	1
Man Lan	1
Tyler J. Stewart	1
Mourya Reddy Narasareddygari	1
Rui Duan	1
Chenghao Jia	1
Yao Liu	1
Yao Liu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Learning for Launching and Mitigating Wireless Jamming Attacks	2018	Tugba Erpek Yalin E. Sagduyu Yi Shi	5
+	When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing	2020	Zhengping Luo Shangqing Zhao Zhuo Lu Jie Xu Yalin E. Sagduyu	4
+	Technical Report on the CleverHans v2.1.0 Adversarial Examples Library	2016	Nicolas Papernot Fartash Faghri Nicholas Carlini Ian Goodfellow Reuben Feinman Alexey Kurakin Cihang Xie Yash Sharma T. B. Brown Aurko Roy	4
+ PDF Chat	Practical Black-Box Attacks against Machine Learning	2017	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	4
+	When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions	2020	Yalin E. Sagduyu Yi Shi Tugba Erpek William C. Headley Bryse Flowers George Stantchev Zhuo Lu	4
+ PDF Chat	Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels	2020	Brian Kim Yalin E. Sagduyu Kemal Davaslıoğlu Tugba Erpek Şennur Ulukuş	3
+ PDF Chat	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers	2021	Brian Kim Yalin E. Sagduyu Kemal Davaslıoğlu Tugba Erpek Şennur Ulukuş	3
+	Adversarial machine learning based partial-model attack in IoT	2020	Zhengping Luo Shangqing Zhao Zhuo Lu Yalin E. Sagduyu Jie Xu	3
+ PDF Chat	Spectrum Data Poisoning with Adversarial Deep Learning	2018	Yi Shi Tugba Erpek Yalin E. Sagduyu Jason H. Li	3
+ PDF Chat	Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning	2019	Kemal Davaslıoğlu Yalin E. Sagduyu	3
+ PDF Chat	EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples	2018	Pin‐Yu Chen Yash Sharma Huan Zhang Jinfeng Yi Cho‐Jui Hsieh	3
+ PDF Chat	Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks	2019	Yalin E. Sagduyu Yi Shi Tugba Erpek	3
+	Adversarial examples in the physical world	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	2
+	Explaining and Harnessing Adversarial Examples	2014	Ian Goodfellow Jonathon Shlens Christian Szegedy	2
+	Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples	2016	Nicolas Papernot Patrick McDaniel Ian Goodfellow	2
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	2
+ PDF Chat	Byzantine Attack and Defense in Cognitive Radio Networks: A Survey	2015	Linyuan Zhang Guoru Ding Qihui Wu Yulong Zou Zhu Han Jinlong Wang	2
+ PDF Chat	The Limitations of Deep Learning in Adversarial Settings	2016	Nicolas Papernot Patrick McDaniel Somesh Jha Matt Fredrikson Z. Berkay Celik Ananthram Swami	2
+ PDF Chat	Secure Communication With a Wireless-Powered Friendly Jammer	2015	Wanchun Liu Xiangyun Zhou Salman Durrani Petar Popovski	2
+ PDF Chat	On the Markov chain central limit theorem	2004	Galin L. Jones	2
+ PDF Chat	Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers	2020	Yi Shi Kemal Davaslıoğlu Yalin E. Sagduyu	2
+	Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking	2021	Mengyang Zhao Aadarsh Jha Quan Liu Bryan A. Millis Anita Mahadevan‐Jansen Le Lü Bennett A. Landman Matthew J. Tyska Yuankai Huo	2
+ PDF Chat	Secure Communication Over Fading Channels	2008	Yingbin Liang H. Vincent Poor Shlomo Shamai	2
+	Machine learning for internet of things data analysis: a survey	2017	Mohammad Saeid Mahdavinejad Mohammadreza Rezvan Mohammadamin Barekatain Peyman Adibi Payam Barnaghi Amit Sheth	2
+ PDF Chat	Channel Estimation for One-Bit Massive MIMO Systems Exploiting Spatio-Temporal Correlations	2018	Hwanjin Kim Junil Choi	2
+	Machine Learning as an Adversarial Service: Learning Black-Box Adversarial Examples.	2017	Jamie Hayes George Danezis	2
+	Adversarial Risk and the Dangers of Evaluating Against Weak Attacks	2018	Jonathan Uesato Brendan O’Donoghue Aäron van den Oord Pushmeet Kohli	2
+ PDF Chat	No free lunch theorems for optimization	1997	David H. Wolpert William G. Macready	2
+ PDF Chat	Improving the pseudo-randomness properties of chaotic maps using deep-zoom	2017	Jeaneth Machicao Odemir Martinez Bruno	2
+ PDF Chat	Cooperative Secret Key Generation from Phase Estimation in Narrowband Fading Channels	2012	Qian Wang Kaihe Xu Kui Ren	2
+ PDF Chat	Membership Inference Attacks Against Machine Learning Models	2017	Reza Shokri Marco Stronati Congzheng Song Vitaly Shmatikov	2
+ PDF Chat	IoT Network Security from the Perspective of Adversarial Deep Learning	2019	Yalin E. Sagduyu Yi Shi Tugba Erpek	2
+	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers	2020	Brian Kim Yalin E. Sagduyu Kemal Davaslıoğlu Tugba Erpek Şennur Ulukuş	2
+ PDF Chat	Adversarial Attacks on Deep-Learning Based Radio Signal Classification	2018	Meysam Sadeghi Erik G. Larsson	2
+ PDF Chat	A Framework for Automated Cellular Network Tuning With Reinforcement Learning	2019	Faris B. Mismar Jinseok Choi Brian L. Evans	1
+	How To Backdoor Federated Learning	2018	Eugene Bagdasaryan Andreas Veit Yiqing Hua Deborah Estrin Vitaly Shmatikov	1
+	Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective	2018	Ursula Challita Li Dong Walid Saad	1
+ PDF Chat	On deep learning-based communication over the air	2017	Sebastian Dörner Sebastian Cammerer Jakob Hoydis Stephan ten Brink	1
+ PDF Chat	Adversarial Attacks and Defences Competition	2018	Alexey Kurakin Ian Goodfellow Samy Bengio Yinpeng Dong Fangzhou Liao Ming Liang Tianyu Pang Jun Zhu Xiaolin Hu Cihang Xie	1
+	Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach	1988	Elizabeth R. DeLong David M. DeLong Daniel L. Clarke‐Pearson	1
+ PDF Chat	Learning to decode linear codes using deep learning	2016	Eliya Nachmani Y. Be'ery David Burshtein	1
+ PDF Chat	Deep Learning for Massive MIMO CSI Feedback	2018	Chao-Kai Wen Wan-Ting Shih Shi Jin	1
+	Generalized Byzantine-tolerant SGD	2018	Cong Xie Oluwasanmi Koyejo Indranil Gupta	1
+	On Evaluation of Outlier Rankings and Outlier Scores	2012	Erich Schubert Remigius Wojdanowski Arthur Zimek Hans-Peter Kriegel	1
+ PDF Chat	Internet of Things (IoT): A vision, architectural elements, and future directions	2013	Jayavardhana Gubbi Rajkumar Buyya Slaven Marusic Marimuthu Palaniswami	1
+ PDF Chat	Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism	2019	Chieh-Fang Teng Chen-Hsi Derek Wu Andrew Kuan-Shiuan Ho An-Yeu Wu	1
+	Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks	2018	Shangxing Wang Hanpeng Liu Pedro Henrique Gomes Bhaskar Krishnamachari	1
+ PDF Chat	Deep Learning-Based Channel Estimation for Beamspace mmWave Massive MIMO Systems	2018	Hengtao He Chao-Kai Wen Shi Jin Geoffrey Ye Li	1
+	Learning Universal Adversarial Perturbations with Generative Models	2017	Jamie Hayes George Danezis	1
+ PDF Chat	Generative Adversarial Learning for Spectrum Sensing	2018	Kemal Davaslıoğlu Yalin E. Sagduyu	1