083900-网络空间安全

高级威胁分析与发现，恶意网络流量分析，4G/5G移动通信安全

2015-09--2019-06   中国科学院信息工程研究所   博士
2010-09--2013-06   首都师范大学   硕士
2006-09--2010-06   首都师范大学   学士

   

2021-11~现在, 中国科学院信息工程研究所, 副研究员
2019-07~2021-10,中国科学院信息工程研究所, 助理研究员
2013-07~2015-08,IGT科技开发(北京)有限公司, 软件开发工程师

网络空间威胁发现前沿技术
网络溯源取证

   

（1） Detection and Analysis of Poisoned Image in Container Registry, 2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE) (CCF-B), 2025, 第 3 作者  通讯作者
（2） Advanced code slicing with pre-trained model fine-tuned for open-source component malware detection, The Computer Journal (CCF-B), 2025, 第 5 作者
（3） Can LLMs deeply detect complex malicious queries? A framework for jailbreaking via obfuscating intent, The Computer Journal (CCF-B), 2025, 第 4 作者
（4） IntentObfuscator: A Jailbreaking Method via Confusing LLM with Prompts, ESORICS 2024 (CCF-B), 2024, 第 3 作者  通讯作者
（5） Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning, USENIX Security 2023 (CCF-A), 2023, 第 3 作者  通讯作者
（6） M3F: A novel multi-session and multi-protocol based malware traffic fingerprinting, COMPUTER NETWORKS (CCF-B), 2023, 第 5 作者
（7） Effectiveness Evaluation of Evasion Attack on Encrypted Malicious Traffic Detection, IEEE Wireless Communications and Networking Conference (WCNC 2022) (CCF-C), 2022, 第 4 作者
（8） Measurement for encrypted open resolvers: Applications and security, COMPUTER NETWORKS (CCF-B), 2022, 第 2 作者
（9） Seeing the forest for the trees: Understanding security hazards in the {3GPP} ecosystem through intelligent analysis on change requests, USENIX Security 2022 (CCF-A), 2022, 第 3 作者  通讯作者
（10） Producing More with Less: A GAN-based Network Attack Detection Approach for Imbalanced Data, International Conference on Computer Supported Cooperative Work in Design (CSCWD 2021) (CCF-C), 2021, 第 5 作者  通讯作者
（11） Trojan Traffic Detection Based on Meta-learning, International Conference on Computational Science (ICCS 2021) (IIE-B), 2021, 第 2 作者
（12） Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis, IEEE S&P 2021 (CCF-A), 2021, 第 2 作者  通讯作者
（13） Towards Comprehensive Detection of DNS Tunnels, IEEE Symposium on Computers and Communications (ISCC 2020) (CCF-C), 2020, 第 3 作者
（14） Towards Network Anomaly Detection Using Graph Embedding, International Conference on Computational Science (ICCS 2020) (IIE-B), 2020, 第 6 作者  通讯作者
（15） STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom) (CCF-C), 20190805, 第 1 作者
（16） Understanding the Influence of Graph Kernels on Deep Learning Architecture: A Case Study of Flow-based Network Attack Detection, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2019) (CCF-C), 20190805, 第 2 作者  通讯作者
（17） Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection, International Conference on Computational Science (ICCS 2019) (IIE-B), 2019, 第 1 作者
（18） A Novel Approach for Identifying Lateral Movement Attacks Based on Network Embedding, IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2018) (CCF-C), 20181211, 第 2 作者
（19） DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-based Network Traffic, IEEE Military Communications Conference (MILCOM 2019) (IIE-B), 20181029, 第 1 作者
（20） Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2018) (CCF-C), 20180731, 第 2 作者

（1） 网络攻击溯源取证, 科学出版社, 2025-12, 第 3 作者

现指导学生

期瑞杰  硕士研究生  085412-网络与信息安全  

刘畅  硕士研究生  085412-网络与信息安全  

李昊哲  硕士研究生  083900-网络空间安全  

黄智勤  硕士研究生  085412-网络与信息安全  

陈毅  硕士研究生  083900-网络空间安全  

常祖铭  硕士研究生  083900-网络空间安全  

卜鑫东  硕士研究生  085412-网络与信息安全