Xiaoyu Cao

PhD thesis, 2022

FLCert: Provably Secure Federated Learning Against Poisoning Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Hydrogen-Based Networked Microgrids Planning Through Two-Stage Stochastic Programming With Mixed-Integer Conic Recourse.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

A dataset of ant colonies motion trajectories in indoor and outdoor scenes for social cluster behavior study.

[BibT_eX]

[DOI]

CoRR, 2022

Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Efficient and Accurate Simulation of Origin-Destination Flow in Telecommunication Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

FaceGuard: Proactive Deepfake Detection.

[BibT_eX]

[DOI]

CoRR, 2021

IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control.

[BibT_eX]

[DOI]

CoRR, 2021

Robust MMSE Beamforming of Downlink Multi-User MISO Systems in the Presence of Beam Pointing Error.

[BibT_eX]

[DOI]

Yuan Zhang

Peng Du

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Data Poisoning Attacks to Local Differential Privacy Protocols.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping.

[BibT_eX]

[DOI]

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Understanding the Security of Deepfake Detection.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Cyber Crime - 12th EAI International Conference, 2021

IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Provably Secure Federated Learning against Malicious Clients.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Risk-Averse Conic Model for Networked Microgrids Planning With Reconfiguration and Reorganizations.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Certified Robustness of Nearest Neighbors against Data Poisoning Attacks.

[BibT_eX]

[DOI]

CoRR, 2020

On Certifying Robustness against Backdoor Attacks via Randomized Smoothing.

[BibT_eX]

[DOI]

CoRR, 2020

Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Networked Microgrids Planning Through Chance Constrained Stochastic Conic Programming.

[BibT_eX]

[DOI]

Jianxue Wang

Bo Zeng

IEEE Trans. Smart Grid, 2019

The Semantic Analysis and Representation of "Hai-NP-Ne" Construction with NP Quoted from Context.

[BibT_eX]

[DOI]

Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

2018

Distributed Generation Planning Guidance Through Feasibility and Profit Analysis.

[BibT_eX]

[DOI]

Jianxue Wang

Bo Zeng

IEEE Trans. Smart Grid, 2018

2017

PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification.

[BibT_eX]

[DOI]