Yepeng Yao - RankMe

28 papers A* 3A 1B 2C 6Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Variant and Flow-Level AutoML Method for IoT Malicious Traffic Detection. CSCWD Chang Gao, Xinqiang Zhao, Xuren Wang, Le Wang, Zijing Fan, Yepeng Yao, Zhengwei Jiang
2025	C	`conf`	AGLHunter: Automated Threat Hunting Using In-Context Learning-Enhanced LLM. CSCWD Mengjiao Cui, Zhengwei Jiang, Yepeng Yao, Chunyan Ma, Qiying He, Peian Yang, Huamin Feng
2025	J	`jnl`	Advanced code slicing with pre-trained model fine-tuned for open-source component malware detection. Comput. J. Yongshan Wang, Siyuan Pang, Zijing Fan, Shang Shang, Yepeng Yao, Zhengwei Jiang, Baoxu Liu
2025	J	`jnl`	Can LLMs deeply detect complex malicious queries? A framework for jailbreaking via obfuscating intent. Comput. J. Shang Shang, Xinqiang Zhao, Zhongjiang Yao, Yepeng Yao, Liya Su, Zijing Fan, Xiaodan Zhang, Zhengwei Jiang
2025	A	`conf`	Detection and Analysis of Poisoned Image in Container Registry. ISSRE Siyuan Pang, Yongshan Wang, Yepeng Yao, Zhengwei Jiang, Zijing Fan, Baoxu Liu
2025	C	`conf`	From Threat Report to ATT&CK: Automated Extraction and Reasoning of TTPs Using Large Language Models. CSCWD Fangming Dong, Zhengwei Jiang, Chunyan Ma, Qiying He, Peian Yang, Yepeng Yao, Jian Wang
2024	J	`jnl`	Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent. CoRR Shang Shang, Xinqiang Zhao, Zhongjiang Yao, Yepeng Yao, Liya Su, Zijing Fan, Xiaodan Zhang, Zhengwei Jiang
2024	—	`conf`	IntentObfuscator: A Jailbreaking Method via Confusing LLM with Prompts. ESORICS (4) Shang Shang, Zhongjiang Yao, Yepeng Yao, Liya Su, Zijing Fan, Xiaodan Zhang, Zhengwei Jiang
2023	J	`jnl`	A Bi-LSTM approach for modelling movement uncertainty of crowdsourced human trajectories under complex urban environments. Int. J. Appl. Earth Obs. Geoinformation Yue Yu, Yepeng Yao, Zhewei Liu, Zhenlin An, Bi Yu Chen, Liang Chen, Ruizhi Chen
2023	J	`jnl`	M3F: A novel multi-session and multi-protocol based malware traffic fingerprinting. Comput. Networks Jian Liu, Qingsai Xiao, Liling Xin, QiuYun Wang, Yepeng Yao, Zhengwei Jiang
2023	B	`conf`	Self-paced and Reweighting PU Learning for Imbalanced Malicious Traffic Detection. GLOBECOM Zijing Fan, Yepeng Yao, Yuejin Du, Xiangyu Du
2023	A*	`conf`	Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning. USENIX Security Symposium Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, Xiaofeng Wang, Xiaozhong Liu, Haixu Tang, Baoxu Liu
2023	C	`conf`	Who Are Querying For Me? Egress Measurement For Open DNS Resolvers. CSCWD Meng Luo, Liling Xin, Yepeng Yao, Zhengwei Jiang, QiuYun Wang, Wenchang Shi
2022	B	`conf`	Effectiveness Evaluation of Evasion Attack on Encrypted Malicious Traffic Detection. WCNC Jian Liu, Qingsai Xiao, Zhengwei Jiang, Yepeng Yao, QiuYun Wang
2022	J	`jnl`	Measurement for encrypted open resolvers: Applications and security. Comput. Networks Meng Luo, Yepeng Yao, Liling Xin, Zhengwei Jiang, QiuYun Wang, Wenchang Shi
2022	A*	`conf`	Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests. USENIX Security Symposium Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, Xiaofeng Wang, Xiaozhong Liu, Haixu Tang, Dongfang Zhao
2021	J	`jnl`	Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data. Int. J. Geogr. Inf. Sci. Zhewei Liu, Anshu Zhang, Yepeng Yao, Wenzhong Shi, Xiao Huang, Xiaoqi Shen
2021	A*	`conf`	Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. SP Yi Chen, Yepeng Yao, Xiaofeng Wang, Dandan Xu, Chang Yue, Xiaozhong Liu, Kai Chen, Haixu Tang, Baoxu Liu
2021	C	`conf`	Producing More with Less: A GAN-based Network Attack Detection Approach for Imbalanced Data. CSCWD Xingran Hao, Zhengwei Jiang, Qingsai Xiao, QiuYun Wang, Yepeng Yao, Baoxu Liu, Jian Liu
2021	—	`conf`	Trojan Traffic Detection Based on Meta-learning. ICCS (2) Zijian Jia, Yepeng Yao, QiuYun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang
2020	C	`conf`	Towards Comprehensive Detection of DNS Tunnels. ISCC Meng Luo, QiuYun Wang, Yepeng Yao, Xuren Wang, Peian Yang, Zhengwei Jiang
2020	—	`conf`	Towards Network Anomaly Detection Using Graph Embedding. ICCS (4) Qingsai Xiao, Jian Liu, QiuYun Wang, Zhengwei Jiang, Xuren Wang, Yepeng Yao
2019	—	`conf`	Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. ICCS (2) Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu
2019	—	`conf`	STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection. TrustCom/BigDataSE Yepeng Yao, Liya Su, Zhigang Lu, Baoxu Liu
2019	—	`conf`	Understanding the Influence of Graph Kernels on Deep Learning Architecture: A Case Study of Flow-Based Network Attack Detection. TrustCom/BigDataSE Liya Su, Yepeng Yao, Zhigang Lu, Baoxu Liu
2018	—	`conf`	A Novel Approach for Identifying Lateral Movement Attacks Based on Network Embedding. ISPA/IUCC/BDCloud/SocialCom/SustainCom Mingyi Chen, Yepeng Yao, Junrong Liu, Bo Jiang, Liya Su, Zhigang Lu
2018	—	`conf`	DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-Based Network Traffic. MILCOM Yepeng Yao, Liya Su, Zhigang Lu
2018	—	`conf`	Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection. TrustCom/BigDataSE Liya Su, Yepeng Yao, Ning Li, Junrong Liu, Zhigang Lu, Baoxu Liu