315 citations · 1.5k across the 58 of their papers we have counts for
15 papers · 1 filter
Using GGNN to recommend log statement level
Mingzhe Li, Jianrui Pei, Jin He +4
In software engineering, log statement is an important part because programmers can't access to users' program and they can only rely on log message to find the root of bugs. The m…
Text Steganalysis with Attentional LSTM-CNN
YongJian Bao, Hao Yang, Zhongliang Yang +2
With the rapid development of Natural Language Processing (NLP) technologies, text steganography methods have been significantly innovated recently, which poses a great threat to c…
IStego100K: Large-scale Image Steganalysis Dataset
Zhongliang Yang, Ke Wang, Sai Ma +3
In order to promote the rapid development of image steganalysis technology, in this paper, we construct and release a multivariable large-scale image steganalysis dataset called IS…
Behavioral Security in Covert Communication Systems
Zhongliang Yang, Yuting Hu, Yongfeng Huang +1
The purpose of the covert communication system is to implement the communication process without causing third party perception. In order to achieve complete covert communication,…
FCEM: A Novel Fast Correlation Extract Model For Real Time Steganalysis of VoIP Stream via Multi-head Attention
Hao Yang, ZhongLiang Yang, YongJian Bao +2
Extracting correlation features between codes-words with high computational efficiency is crucial to steganalysis of Voice over IP (VoIP) streams. In this paper, we utilized attent…
Fast Steganalysis Method for VoIP Streams
Hao Yang, ZhongLiang Yang, YongJian Bao +1
In this letter, we present a novel and extremely fast steganalysis method of Voice over IP (VoIP) streams, driven by the need for a quick and accurate detection of possible stegano…
Legends of Nature and Editors-in-chief
Zhiwen Hu, Chuhan Wu, Zhongliang Yang +1
This year marks the 150th celebration of Nature. However, the understanding of the way the army of unsung editors-in-chief has strengthened and enriched the integrity and quality o…
Hierarchical Representation Network for Steganalysis of QIM Steganography in Low-Bit-Rate Speech Signals
Hao Yang, Zhongliang Yang, YongJian Bao +1
With the Volume of Voice over IP (VoIP) traffic rises shapely, more and more VoIP-based steganography methods have emerged in recent years, which poses a great threat to the securi…
Neural News Recommendation with Attentive Multi-View Learning
Chuhan Wu, Fangzhao Wu, Mingxiao An +3
Personalized news recommendation is very important for online news platforms to help users find interested news and improve user experience. News and user representation learning i…
NPA: Neural News Recommendation with Personalized Attention
Chuhan Wu, Fangzhao Wu, Mingxiao An +3
News recommendation is very important to help users find interested news and alleviate information overload. Different users usually have different interests and the same user may…
Water Preservation in Soan River Basin using Deep Learning Techniques
Sadaqat ur Rehman, Zhongliang Yang, Muhammad Shahid +5
Water supplies are crucial for the development of living beings. However, change in the hydrological process i.e. climate and land usage are the key issues. Sustaining water level…
TS-RNN: Text Steganalysis Based on Recurrent Neural Networks
Zhongliang Yang, Ke Wang, Jian Li +2
With the rapid development of natural language processing technologies, more and more text steganographic methods based on automatic text generation technology have appeared in rec…
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation
Fangzhao Wu, Junxin Liu, Chuhan Wu +2
Chinese named entity recognition (CNER) is an important task in Chinese natural language processing field. However, CNER is very challenging since Chinese entity names are highly c…
Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization
Junxin Liu, Fangzhao Wu, Chuhan Wu +2
Existing methods for CWS usually rely on a large number of labeled sentences to train word segmentation models, which are expensive and time-consuming to annotate. Luckily, the unl…
Real-Time Steganalysis for Stream Media Based on Multi-channel Convolutional Sliding Windows
Zhongliang Yang, Hao Yang, Yuting Hu +2
Previous VoIP steganalysis methods face great challenges in detecting speech signals at low embedding rates, and they are also generally difficult to perform real-time detection, m…