57 citations · 116 across the 6 of their papers we have counts for
7 papers
6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning
Tianyu Cui, Gaopeng Gou, Gang Xiong +3
Global IPv6 scanning has always been a challenge for researchers because of the limited network speed and computational power. Target generation algorithms are recently proposed to…
A Comprehensive Study of Accelerating IPv6 Deployment
Tianyu Cui, Chang Liu, Gaopeng Gou +2
Since the lack of IPv6 network development, China is currently accelerating IPv6 deployment. In this scenario, traffic and network structure show a huge shift. However, due to the…
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network
Tianyu Cui, Gaopeng Gou, Gang Xiong +3
Unlike IPv4 addresses, which are typically masked by a NAT, IPv6 addresses could easily be correlated with user activity, endangering their privacy. Mitigations to address this pri…
6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation
Tianyu Cui, Gaopeng Gou, Gang Xiong
IPv6 scanning has always been a challenge for researchers in the field of network measurement. Due to the considerable IPv6 address space, while recent network speed and computatio…
Deconfounded Representation Similarity for Comparison of Neural Networks
Tianyu Cui, Yogesh Kumar, Pekka Marttinen +1
Similarity metrics such as representational similarity analysis (RSA) and centered kernel alignment (CKA) have been used to compare layer-wise representations between neural networ…
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation
Tianyu Cui, Gang Xiong, Gaopeng Gou +2
Fast IPv6 scanning is challenging in the field of network measurement as it requires exploring the whole IPv6 address space but limited by current computational power. Researchers…