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07/04/2022
Look beyond labels: Incorporating functional summary information in Bayesian neural networks
Bayesian deep learning offers a principled approach to train neural netw...
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04/21/2022
6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning
Global IPv6 scanning has always been a challenge for researchers because...
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04/20/2022
A Comprehensive Study of Accelerating IPv6 Deployment
Since the lack of IPv6 network development, China is currently accelerat...
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04/20/2022
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network
Unlike IPv4 addresses, which are typically masked by a NAT, IPv6 address...
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04/20/2022
6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation
IPv6 scanning has always been a challenge for researchers in the field o...
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01/31/2022
Deconfounded Representation Similarity for Comparison of Neural Networks
Similarity metrics such as representational similarity analysis (RSA) an...
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08/05/2020
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation
Fast IPv6 scanning is challenging in the field of network measurement as...
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02/24/2020
Informative Gaussian Scale Mixture Priors for Bayesian Neural Networks
Encoding domain knowledge into the prior over the high-dimensional weigh...
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01/24/2019