Zero knowledge clustering based adversarial mitigation in heterogeneous federated learning Z Chen, P Tian, W Liao, W Yu IEEE Transactions on Network Science and Engineering 8 (2), 1070-1083, 2020 | 91 | 2020 |
WSCC: A weight-similarity-based client clustering approach for non-IID federated learning P Tian, W Liao, W Yu, E Blasch IEEE Internet of Things Journal 9 (20), 20243-20256, 2022 | 79 | 2022 |
Towards asynchronous federated learning based threat detection: A DC-Adam approach P Tian, Z Chen, W Yu, W Liao Computers & Security 108, 102344, 2021 | 65 | 2021 |
Towards multi-party targeted model poisoning attacks against federated learning systems Z Chen, P Tian, W Liao, W Yu High-Confidence Computing 1 (1), 100002, 2021 | 31 | 2021 |
Edge computing-based mobile object tracking in internet of things Y Wu, P Tian, Y Cao, L Ge, W Yu High-Confidence Computing 2 (1), 100045, 2022 | 15 | 2022 |
Resource-aware knowledge distillation for federated learning Z Chen, P Tian, W Liao, X Chen, G Xu, W Yu IEEE Transactions on Emerging Topics in Computing 11 (3), 706-719, 2023 | 12 | 2023 |
A fairness-aware peer-to-peer decentralized learning framework with heterogeneous devices Z Chen, W Liao, P Tian, Q Wang, W Yu Future Internet 14 (5), 138, 2022 | 12 | 2022 |
Machine learning frameworks in IoT systems: A survey, case study, and future research directions Z Chen, P Tian, C Qian, W Liao, A Hussaini, W Yu Smart Spaces, 197-218, 2024 | 11 | 2024 |
Smart Irrigation Systems from Cyber–Physical Perspective: State of Art and Future Directions M Qian, C Qian, G Xu, P Tian, W Yu Future Internet 16, 234, 2024 | 9 | 2024 |
Faliotse: Towards federated adversarial learning for iot search engine resiliency P Tian, WG Hatcher, W Liao, W Yu, E Blasch 2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2021 | 6 | 2021 |
Towards an adversarial machine learning framework in cyber-physical systems J Mulo, P Tian, A Hussaini, H Liang, W Yu 2023 IEEE/ACIS 21st International Conference on Software Engineering …, 2023 | 4 | 2023 |
Performance of gan-based denoising and restoration techniques for adversarial face images T Kimbrough, P Tian, W Liao, W Yu 2023 IEEE/ACIS 21st International Conference on Software Engineering …, 2023 | 4 | 2023 |
Evaluating Impact of Image Transformations on Adversarial Examples P Tian, S Poreddy, C Danda, C Gowrineni, Y Wu, W Liao IEEE Access, 2024 | 2 | 2024 |
Transformations as denoising: A robust approach to weaken adversarial facial images P Tian, T Kimbrough, W Liao, E Blasch, W Yu 2022 IEEE International Conference on Networking, Architecture and Storage …, 2022 | 2 | 2022 |
Generating Adversarial Robust Defensive CAPTCHA (GARD-CAPTCHA) in Convolutional Neural Networks P Tian, W Liao, T Kimbrough, E Blasch, W Yu International Conference on Software Engineering Research and Applications …, 2022 | 2 | 2022 |
A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language Tasks CX Liang, P Tian, CH Yin, Y Yua, W An-Hou, L Ming, T Wang, Z Bi, M Liu arXiv preprint arXiv:2411.06284, 2024 | 1 | 2024 |
Admission control and scheduling of isochronous and asynchronous traffic in ieee 802.11 ad mac A Sahoo, P Tian, T Ropitault, S Blandino, N Golmie 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-7, 2023 | 1 | 2023 |
Deep CAPTCHA Recognition Using Encapsulated Preprocessing and Heterogeneous Datasets T Kimbrough, P Tian, W Liao, E Blasch, W Yu IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 1 | 2022 |
Functional safety of deep learning techniques in autonomous driving systems Z Chen, P Tian, W Liao, W Yu Smart Transportation, 228-245, 2021 | 1 | 2021 |
Big Data Quality Scoring for Structured Data Using MapReduce Y Wu, S Dhamodharan, V Ghattamaneni, N Kokila, C Pathakamuri, ... 2024 33rd International Conference on Computer Communications and Networks …, 2024 | | 2024 |