个人介绍

姓名:曹家浩
职称:助理研究员
邮箱:
caojh2021@tsinghua.edu.cn
个人主页:https://sites.google.com/view/jiahaocao

教育背景

工学博士(计算机科学与技术),清华大学,中国,2020
工学学士(通信工程),北京邮电大学,中国,2015

研究领域

网络安全,包括:网络流量分析、路由安全、网络威胁发现等

研究概况

       长期从事网络安全相关研究,主要包括网络威胁发现、网络流量分析、路由安全等,发表相关论文30余篇,包括USENIX Security、ACM CCS、NDSS、IEEE INFOCOM、IEEE ToN、IEEE TIFS等网络与安全领域CCF-A类会议和期刊;曾获得2021年ACM SIGSAC China 优博奖(全国仅2人)、2021年清华大学“水木学者”、USENIX协会Student Travel Grant、EAI SecureComm Best Paper Award(大陆高校作为第一单位首次获该奖)等奖励。
近期主要研究方向如下:
1. 网络流量分析:针对互联网中的海量网络流量,依托人工智能和高性能网络等新技术,研究精准高效的流量分析方法,实现恶意流量识别、主机指纹追踪等安全相关任务。
2. 互联网路由安全:针对互联网域间路由存在的路由劫持、路由泄露等安全问题,研究数据驱动的路由威胁检测方法,以及设计新型的安全路由体系。
3. 网络威胁发现:针对网络架构与网络协议,研究揭露相关的安全威胁和攻击面,设计相应的防御方案。

学术成果

代表性论文:
[1] Jiahao Cao, Mingwei Xu, Qi Li, Kun Sun, and Yuan Yang. The LOFT Attack: Overflowing SDN Flow Tables at a Low Rate. In IEEE/ACM Transactions on Networking (ToN), 2023.
[2] Renjie Xie, Jiahao Cao, Enhuan Dong, Mingwei Xu, Kun Sun, Qi Li, Licheng Shen, and Menghao Zhang. Rosetta: Enabling Robust TLS Encrypted Traffic Classification in Diverse Network Environments with TCP-Aware Traffic Augmentation. In Proc. of the 32nd USENIX Security Symposium (USENIX Security), Anaheim, CA, USA, August,2023.
[3] Renjie Xie, Jiahao Cao, Qi Li, Kun Sun, Guofei Gu, Mingwei Xu, and Yuan Yang. Disrupting the SDN Control Channel via Shared Links: Attacks and Countermeasures. In IEEE/ACM Transactions on Networking (ToN), vol. 30, no. 5, pp. 2158-2172, 2022.
[4] Zijie Yang, Jiahao Cao, Zhuotao Liu, Xiaoli Zhang, Kun Sun and Qi Li. Good Learning, Bad Performance: A Novel Attack against RL-based Congestion Control Systems. In IEEE Transactions on Information Forensics & Security (TIFS), vol. 17, pp. 1069-1082, 2022.
[5] Xu He, Jiahao Cao, Shu Wang, Kun Sun, Lisong Xu and Qi Li. Auter: Automatically Tuning Multi-layer Network Buffers in Long-Distance Shadowsocks Networks. IEEE International Conference on Computer Communications (INFOCOM), Virtual Conference, May, 2022.
[6] Jiahao Cao, Renjie Xie, Kun Sun, Qi Li, Guofei Gu, and Mingwei Xu. When Match Fields Do Not Need to Match: Buffered Packets Hijacking in SDN. In Proc. of the Network and Distributed System Security Symposium (NDSS), San Diego, CA, USA, February,2020.
[7] Jiahao Cao, Qi Li, Renjie Xie, Kun Sun, Guofei Gu, Mingwei Xu, and Yuan Yang. The CrossPath Attack: Disrupting the SDN Control Channel via Shared Links. In Proc. of the 28th USENIX Security Symposium (USENIX Security), Santa Clara, CA, USA, August, 2019.
[8] Shu Wang, Jiahao Cao, Xu He, Kun Sun, and Qi Li. When the Differences in Frequency Domain are Compensated: Understanding and Defeating Modulated Replay Attacks on Automatic Speech Recognition. ACM Conference on Computer and Communications Security (CCS), Orlando, USA, November, 2020.