Renjie Xie

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Design Methodology

Countermeasures

Unsupervised Classification

Top Venues

IEEE Trans. Inf. Forensics Secur.

USENIX Security Symposium

Publications

Renjie Xie, Jiahao Cao, Yuxi Zhu, Yixiang Zhang, Yi He, Hanyi Peng, Yixiao Wang, Mingwei Xu, Kun Sun, Enhuan Dong, Qi Li, Menghao Zhang, Jiang Li
Cactus: Obfuscating Bidirectional Encrypted TCP Traffic at Client Side. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Haoxing Liu, Renjie Xie, Haoshen Qin, Yizhou Li
Research on Dangerous Flight Weather Prediction based on Machine Learning. CoRR (2024)
Suhang Fan, Wei Xu, Renjie Xie, Shi Jin, Derrick Wing Kwan Ng, Naofal Al-Dhahir
Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning. CoRR (2024)
Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue
${\sf VeriDIP}$VeriDIP: Verifying Ownership of Deep Neural Networks Through Privacy Leakage Fingerprints. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li
From Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices. CoRR (2024)
Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue
VeriDIP: Verifying Ownership of Deep Neural Networks through Privacy Leakage Fingerprints. CoRR (2023)
Jiachen Ke, Renjie Xie, Wei Xu
Unsupervised Stock Clustering Based on Adversarial Learning and Its Application in Quantitative Investment. ICEME (2023)
Renjie Xie, Jiahao Cao, Enhuan Dong, Mingwei Xu, Kun Sun, Qi Li, Licheng Shen, Menghao Zhang
Rosetta: Enabling Robust TLS Encrypted Traffic Classification in Diverse Network Environments with TCP-Aware Traffic Augmentation. USENIX Security Symposium (2023)
Ziqing Yin, Renjie Xie, Wei Xu, Zhaohui Yang, Xiaohu You
Self-Information Domain-Based Neural CSI Compression With Feature Coupling. IEEE Trans. Veh. Technol. 72 (10) (2023)
Renjie Xie, Yixiao Wang, Jiahao Cao, Enhuan Dong, Mingwei Xu, Kun Sun, Qi Li, Licheng Shen, Menghao Zhang
Rosetta: Enabling Robust TLS Encrypted Traffic Classification in Diverse Network Environments with TCP-Aware Traffic Augmentation. ACM TUR-C (2023)
Renjie Xie, Wei Xu, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
Disentangled Representation Learning for RF Fingerprint Extraction Under Unknown Channel Statistics. IEEE Trans. Commun. 71 (7) (2023)
Jiang Li, Jiahao Cao, Zili Meng, Renjie Xie, Mingwei Xu
RoLL: Real-Time and Accurate Route Leak Location with AS Triplet Features. ICC (2023)
Jiayuan Chen, Xiang Zhang, Yinfei Xu, Tianli Zhao, Renjie Xie, Wei Xu
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective. CoRR (2023)
Ziqing Yin, Renjie Xie, Wei Xu, Zhaohui Yang, Xiaohu You
Self-information Domain-based Neural CSI Compression with Feature Coupling. CoRR (2023)
Ziqing Yin, Wei Xu, Renjie Xie, Shaoqing Zhang, Derrick Wing Kwan Ng, Xiaohu You
Deep CSI Compression for Massive MIMO: A Self-information Model-driven Neural Network. CoRR (2022)
Renjie Xie, Jiahao Cao, Qi Li, Kun Sun, Guofei Gu, Mingwei Xu, Yuan Yang
Disrupting the SDN Control Channel via Shared Links: Attacks and Countermeasures. IEEE/ACM Trans. Netw. 30 (5) (2022)
Renjie Xie, Wei Xu, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics. CoRR (2022)
Ziqing Yin, Wei Xu, Renjie Xie, Shaoqing Zhang, Derrick Wing Kwan Ng, Xiaohu You
Deep CSI Compression for Massive MIMO: A Self-Information Model-Driven Neural Network. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Aoting Hu, Renjie Xie, Zhigang Lu, Aiqun Hu, Minhui Xue
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing. CCS (2021)
Zhicheng Liu, Jun Cao, Renjie Xie, Junyan Yang, Qiao Wang
Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. CoRR (2021)
Aoting Hu, Renjie Xie, Zhigang Lu, Aiqun Hu, Minhui Xue
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing. CoRR (2021)
Jiahao Cao, Renjie Xie, Kun Sun, Qi Li, Guofei Gu, Mingwei Xu
When Match Fields Do Not Need to Match: Buffered Packets Hijacking in SDN. NDSS (2020)
Yanzhi Chen, Renjie Xie, Zhanxing Zhu
On Breaking Deep Generative Model-based Defenses and Beyond. ICML (2020)
Renjie Xie, Yuancheng Wang, Tian Xie, Yuhao Zhang, Li Xu, Jian Lu, Qiao Wang
Adversarial Training for Video Disentangled Representation. MMM (2) (2019)
Jiahao Cao, Qi Li, Renjie Xie, Kun Sun, Guofei Gu, Mingwei Xu, Yuan Yang
The CrossPath Attack: Disrupting the SDN Control Channel via Shared Links. USENIX Security Symposium (2019)
Renjie Xie, Yanzhi Chen, Yan Wo, Qiao Wang
A Deep, Information-theoretic Framework for Robust Biometric Recognition. CoRR (2019)
Ning Wang, Xianhan Zeng, Renjie Xie, Zefei Gao, Yi Zheng, Ziran Liao, Junyan Yang, Qiao Wang
Unsupervised Classification of Street Architectures Based on InfoGAN. CoRR (2019)
Yanzhi Chen, Yan Wo, Renjie Xie, Chudan Wu, Guoqiang Han
Deep Secure Quantization: On secure biometric hashing against similarity-based attacks. Signal Process. 154 (2019)
Renjie Xie, Mingwei Xu, Jiahao Cao, Qi Li
SoftGuard: Defend Against the Low-Rate TCP Attack in SDN. ICC (2019)
Tiziana Fanni, Lin Li, Timo Viitanen, Carlo Sau, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya
Hardware design methodology using lightweight dataflow and its integration with low power techniques. J. Syst. Archit. 78 (2017)
Lin Li, Tiziana Fanni, Timo Viitanen, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya
Low power design methodology for signal processing systems using lightweight dataflow techniques. DASIP (2016)
Renjie Xie, Heikki Huttunen, Shuoxin Lin, Shuvra S. Bhattacharyya, Jarmo Takala
Resource-constrained implementation and optimization of a deep neural network for vehicle classification. EUSIPCO (2016)