Ziming Zhao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 16

Top Topics

Multiple Instance

Information Theory

Malware Detection

Top Venues

WWW (Companion Volume)

Publications

Ziming Zhao, Zhaoxuan Li, Zhuoxue Song, Fan Zhang, Binbin Chen
RIDS: Towards Advanced IDS via RNN Model and Programmable Switches Co-Designed Approaches. INFOCOM (2024)
Ziming Zhao, Zhaoxuan Li, Fan Zhang, Tingting Li, Jianwei Yin
Poster: Combine Topology and Traffic to Calibrate P2P Botnet Identification in Large-Scale Network. SIGCOMM (Posters and Demos) (2024)
Ziming Zhao, Zhaoxuan Li, Zhihao Zhou, Jiongchi Yu, Zhuoxue Song, Xiaofei Xie, Fan Zhang, Rui Zhang
DDoS family: A novel perspective for massive types of DDoS attacks. Comput. Secur. 138 (2024)
Zhaoxuan Li, Ziming Zhao, Rui Zhang, Haoyang Lu, Wenhao Li, Fan Zhang, Siqi Lu, Rui Xue
metaNet: Interpretable unknown mobile malware identification with a novel meta-features mining algorithm. Comput. Networks 250 (2024)
Ziming Zhao, Zhaoxuan Li, Zhuoxue Song, Wenhao Li, Fan Zhang
Trident: A Universal Framework for Fine-Grained and Class-Incremental Unknown Traffic Detection. WWW (2024)
Tingting Li, Ziming Zhao, Jianwei Yin
Task-Driven Quantum Device Fingerprint Identification via Modeling QNN Outcome Shift Induced by Quantum Noise. WWW (Companion Volume) (2024)
Ziming Zhao, Zhaoxuan Li, Jiongchi Yu, Fan Zhang, Xiaofei Xie, Haitao Xu, Binbin Chen
CMD: Co-Analyzed IoT Malware Detection and Forensics via Network and Hardware Domains. IEEE Trans. Mob. Comput. 23 (5) (2024)
Liang Li, Yuanhui He, Feiyang Huang, Ziming Zhao, Zhuoxue Song, Tong Zhou, Zhenyuan Li, Fan Zhang
An Automated Alert Cross-Verification System with Graph Neural Networks for IDS Events. CSCWD (2024)
Ziming Zhao, Zhaoxuan Li, Tingting Li, Jiongchi Yu, Fan Zhang, Rui Zhang
Improving Model Robustness against Adversarial Examples with Redundant Fully Connected Layer. WWW (Companion Volume) (2024)
Ziming Zhao, Zhaoxuan Li, Fan Zhang, Ziqi Yang, Shuang Luo, Tingting Li, Rui Zhang, Kui Ren
SAGE: Steering the Adversarial Generation of Examples With Accelerations. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Ziming Zhao, Zhaoxuan Li, Tingting Li, Zhuoxue Song, Fan Zhang, Rui Zhang
Poster: Detecting Adversarial Examples Hidden under Watermark Perturbation via Usable Information Theory. CCS (2023)
Ziqi Yang, Lijin Wang, Da Yang, Jie Wan, Ziming Zhao, Ee-Chien Chang, Fan Zhang, Kui Ren
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores. AAAI (2023)
Ziming Zhao, Zhaoxuan Li, Zhuoxue Song, Fan Zhang
Work-in-Progress: Towards Real-Time IDS via RNN and Programmable Switches Co-Designed Approach. RTSS (2023)
Zhaoxuan Li, Siqi Lu, Rui Zhang, Ziming Zhao, Rujin Liang, Rui Xue, Wenhao Li, Fan Zhang, Sheng Gao
VulHunter: Hunting Vulnerable Smart Contracts at EVM Bytecode-Level via Multiple Instance Learning. IEEE Trans. Software Eng. 49 (11) (2023)
Zhaoxuan Li, Siqi Lu, Rui Zhang, Rui Xue, Wenqiu Ma, Rujin Liang, Ziming Zhao, Sheng Gao
SmartFast: an accurate and robust formal analysis tool for Ethereum smart contracts. Empir. Softw. Eng. 27 (7) (2022)
Ziqi Yang, Lijin Wang, Da Yang, Jie Wan, Ziming Zhao, Ee-Chien Chang, Fan Zhang, Kui Ren
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores. CoRR (2022)