向凌云｜长沙理工大学｜学者主页

2026

Semantic compensation-driven low-distortion linguistic steganography

Lingyun Xiang, Song-Jun Liang, Song Jiang

International Journal of Autonomous and Adaptive Communications Systems

DOI

2026

POS-Guided Randomized Linguistic Steganography with Semantic Consistency

Lingyun Xiang, Miaozhuo Xiao, Jiayong Hu

Lecture notes in computer science

DOI

2026

Semantic–Emotional Matching-Based Detection for Partially Fake Audio

Lingyun Xiang, Jiayong Hu, Miaozhuo Xiao, Zhaoxia Wang

Lecture notes in computer science

DOI

2026

A Content-Preserving Secure Linguistic Steganography

Lingyun Xiang, Chengfu Ou, Xu He, Zhongliang Yang, Yuling Liu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Far-Field Speaker Verification Based on Adaptive Feature Alignment

Lingyun Xiang, J. F. Zhou, Chengfu Ou

Lecture notes in electrical engineering

DOI

2026

Harnessing Dual-Role Context: A Noise-Suppressed Framework for Hybrid Human-AI Text Detection

Ying Wang, Yuling Liu, Ruyan Ding, Lingyun Xiang, Zhihua Xia, Xin Liao

IEEE Transactions on Emerging Topics in Computing

DOI

2025

Enhancing Rumor Detection via Multi-modal User Credibility Learning

LingYun Xiang, Yangjie Xiong, Hang Fu

IEEE International Joint Conference on Neural Network

DOI

2025

Robust Natural Language Watermarking by Embedding Information into Key Components

Lingyun Xiang, Song Jiang

IEEE International Joint Conference on Neural Network

DOI

2025

High-fidelity Dual-layer Backdoor Watermarking Scheme based on Private Model Embedding

Lingyun Xiang, Fangbo Luo, Xiang-Li Jin

International Conference on Trust, Security and Privacy in Computing and Communications

DOI

2025

Reversible natural language watermarking with augmented word prediction and compression

Lingyun Xiang, Yangfan Liu, Yuling Liu

Journal of Information Security and Applications

DOI

2025

MKD-FSV: Multi-Layer Knowledge Distillation for Far-Field Speaker Verification

Lingyun Xiang, J. F. Zhou, Chengfu Ou, Zhili Zhou, Yongfeng Huang

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

Emotion-Aware Synthetic Speech Detection with Multi-level Fusion Features

Lingyun Xiang, Zhiguo Zhou, Yangfan Liu

Lecture notes in networks and systems

DOI

2025

Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations

Chengfu Ou, Lingyun Xiang, Yangfan Liu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

A reversible natural language watermarking for sensitive information protection

Lingyun Xiang, Yangfan Liu, Zhongliang Yang

Information Processing & Management，Vol. 61, No. 3

DOI

2024

基于上下文词预测和窗口压缩编码的数字水印方法

向凌云，黄明豪，张晨凌，杨春芳

《通信学报》

2024

共性特征学习的高泛化伪造指纹检测

袁程胜，徐震宇，向凌云，付章杰，夏志华

《中国图象图形学报》

2024

激光雷达和相机的决策级融合目标检测方法

龙科军，余娟，费怡，向凌云，骆嫚，杨双辉

《长沙理工大学学报(自然科学版)》

2024

STSG: A Short Text Semantic Graph Model for Similarity Computing Based on Dependency Parsing and Pre-trained Language Models

Hai Liao, Yan Liang, Song Chen, Lingyun Xiang, Zhimin Chang, Yun Xiao

Applied Artificial Intelligence

DOI

2024

Linguistic steganalysis via multi-task with crossing generative-natural domain

Huiqing You, Lingyun Xiang, Chunfang Yang, Xiaobo Shen

Neurocomputing

DOI

2024

High-generalization spoofing fingerprint detection based on commonality feature learning

Chengsheng Yuan, Zhenyu Xu, Lingyun Xiang, Zhangjie Fu, Zhihua Xia

Journal of Image and Graphics

DOI

2023

基于序列到隐写序列的约束型自然语言信息隐藏方法

向凌云，杨双辉，王蓉，刘宇航，章登勇

《计算机学报》

2023

基于VR技术的计算机专业在线教学初探

李文军，向凌云，陈冠霖，杨雪莹

《办公自动化》

2023

PNG-Stega: Progressive Non-Autoregressive Generative Linguistic Steganography

Rong Wang, Lingyun Xiang, Yang-Fan Liu, Chunfang Yang

IEEE Signal Processing Letters

DOI

2023

A General Linguistic Steganalysis Framework Using Multi-Task Learning

Lingyun Xiang, Rong Wang, Yu-Hang Liu, Yang-Fan Liu, L. Tan

Computer systems science and engineering

DOI

2023

Linguistic Steganography: Hiding Information in Syntax Space

Lingyun Xiang, Chengfu Ou, Daojian Zeng

IEEE Signal Processing Letters

DOI

2023

CPG-LS: Causal Perception Guided Linguistic Steganography

Lingyun Xiang, Jiali Xia, Yangfan Liu, Yan Gui

IEEE Signal Processing Letters

DOI

2022

基于双分支网络的图像修复取证方法

章登勇，文凰，李峰，曹鹏，向凌云，杨高波，丁湘陵

《网络与信息安全学报》

2022

Aggregating Local and Global Text Features for Linguistic Steganalysis

Lingyun Xiang, Yu-Hang Liu, Huiqing You, Chengfu Ou

IEEE Signal Processing Letters

DOI

2022

Generative Linguistic Steganography: A Comprehensive Review

Lingyun Xiang, Rong Wang, Zhongliang Yang, Yuling Liu

KSII Transactions on Internet and Information Systems

DOI

2022

Deep feature fusion for cold-start spam review detection

Lingyun Xiang, Huiqing You, Guoqing Guo, Qian Li

The Journal of Supercomputing

DOI

2021

Linguistic Generative Steganography With Enhanced Cognitive-Imperceptibility

Zhongliang Yang, Lingyun Xiang, Siyu Zhang, Xingming Sun, Yongfeng Huang

IEEE Signal Processing Letters

DOI

2020

Novel Linguistic Steganography Based on Character-Level Text Generation

Lingyun Xiang, Shuang Yang, Yu-Hang Liu, Qian Li, Cheng-Zhang Zhu

Mathematics

DOI

2020

Spam Detection in Reviews Using LSTM-Based Multi-Entity Temporal Features

Lingyun Xiang, Guoqing Guo, Qian Li, Chengzhang Zhu, Jiuren Chen, Haoliang Ma

Intelligent Automation & Soft Computing

DOI

2019

新工科背景下网络工程专业人才培养模式研究

余飞，向凌云，廖年冬，王静，谷科，刘莉

《计算机时代》

DOI

2019

新工科背景下网络工程专业建设的探讨

余飞，向凌云，史长琼，王静，廖年冬，乾帅

《中国电力教育》

DOI

2019

A word-frequency-preserving steganographic method based on synonym substitution

Lingyun Xiang, Xiao Yang, Jiahe Zhang, Weizheng Wang

Int. J. Comput. Sci. Eng.

DOI

2019

User-Oriented Paraphrase Generation With Keywords Controlled Network

Dao-Jian Zeng, Haoran Zhang, Lingyun Xiang, Jin Wang, Guoliang Ji

IEEE Access

DOI

2019

Unsupervised Absent Multiple Kernel Extreme Learning Machine

Lingyun Xiang, Guohan Zhao, Qian Li, Zijie Zhu

Proceedings in adaptation, learning and optimization

DOI

2019

A convolutional neural network-based linguistic steganalysis for synonym substitution steganography

Lingyun Xiang, Guoqing Guo, Jingming Yu, Victor S. Sheng, Peng Yang, 5 Hunan Branch of CNCERT/CC, Changsha 410004, Hunan, China

Mathematical Biosciences & Engineering

DOI

2018

工程教育认证背景下网络工程专业实践教学改革研究

向凌云，廖年冬

《计算机教育》

2018

A Word-Embedding-Based Steganalysis Method for Linguistic Steganography via Synonym Substitution

Lingyun Xiang, Jingmin Yu, Chunfang Yang, Dao-Jian Zeng, Xiaobo Shen

IEEE Access

DOI

2018

A linguistic steganography based on word indexing compression and candidate selection

Lingyun Xiang, Wenshuai Wu, Xu Li, Chunfang Yang

Multimedia tools and applications

DOI

2018

Reversible Natural Language Watermarking Using Synonym Substitution and Arithmetic Coding

Wei Hao, Lingyun Xiang, Yan Li, Peng Yang, Xiaobo Shen

DOI

2018

TUMK-ELM: A Fast Unsupervised Heterogeneous Data Learning Approach

Lingyun Xiang, Guohan Zhao, Qian Li, Wei Hao, Feng Li

IEEE Access

DOI

2018

A Multiple Watermarking Scheme for Content Authentication of OOXML Format Documents

Niandong Liao, Caixia Sun, Lingyun Xiang, Feng Li

Lecture notes in computer science

DOI

2017

A Novel Linguistic Steganography Based on Synonym Run-Length Encoding

Lingyun Xiang, Xinhui Wang, Chunfang Yang, Peng Liu

IEICE Trans. Inf. Syst.

DOI

2016

基于汉明码的文本可逆数字水印研究

蒋策，彭建，向凌云，李峰

《计算机工程与应用》

2016

Network Attack Classification and Recognition Using HMM and Improved Evidence Theory

Gang Luo, Yaobin Wen, Lingyun Xiang

DOI

2016

A characteristic-preserving steganographic method based on revision identifiers

Lingyun Xiang, Caixia Sun, Nian-Dong Liao, Weizheng Wang

International Conference on Multimedia and Ubiquitous Engineering

DOI

2016

A word-frequency-preserving steganographic method based on synonym substitution

Jiahe Zhang, Weizheng Wang, Xiao Yuan Yang, Lingyun Xiang

International Journal of Computational Science and Engineering

DOI

2015

基于矩阵编码的同义词替换隐写算法

杨潇，李峰，向凌云

《小型微型计算机系统》

2015

On the Existence of Subliminal Channel in Instant Messaging Systems

Lingyun Xiang, Yu-Hua Xie, Gang Luo, Weizheng Wang

DOI

2014

A Client-side Fingerprinting Method for Text Document Distribution

Gang Luo, Huiyan Peng, Lingyun Xiang

DOI

2014

Research on the coding strategy for synonym substitution-based steganography

Gang Luo, Lingyun Xiang, Yu-Hua Xie

2013

融合LWT纹理特征的图像复制篡改检测算法

和平，李峰，向凌云

《计算机工程》

2013

网络工程专业网络安全与管理方向课程体系研究

熊兵，姜腊林，向凌云

《计算机时代》

2013

A Steganography on Synonym Frequency Distribution

Gang Luo, Yongjing Lu, Xiaoxi Hu, Lingyun Xiang

DOI

2012

Linguistic steganalysis using the features derived from synonym frequency

Lingyun Xiang, Xingming Sun, Gang Luo, Bin Xia

Multimedia tools and applications

DOI

2012

A Novel Reversible Text Data Hiding Scheme

Bin Yang, Xingming Sun, Jian-Jun Zhang, Lingyun Xiang, Xian-Yi Chen, Xu Li

DOI

2011

Steganalysis of Syntactic Transformation based Steganography

Lingyun Xiang, Xingming Sun, Gang Luo, Bin Xia

DOI

2011

Steganography in Ms Excel Document using Text-rotation Technique

Bin Yang, Xingming Sun, Lingyun Xiang, Zhi-Qiang Ruan, Rui-Zhen Wu

DOI

2011

A Secure Steganographic Method via Multiple Choice Questions

Lingyun Xiang, Xingming Sun, Yuling Liu, Hengfu Yang

DOI

2008

针对同义词替换信息隐藏的检测方法研究

罗纲，孙星明，向凌云，刘玉玲，甘灿

《计算机研究与发展》

2008

Multi-Blogs Steganographic Algorithm Based on Directed Hamiltonian Path Selection

Gang Luo, Xingming Sun, Lingyun Xiang

DOI

2008

A Security Threshold Subliminal Channel Based on Elliptic Curve Cryptosystem

Yu-Hua Xie, Xingming Sun, Lingyun Xiang, Gang Luo

2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing

DOI

2008

Steganalysis on Synonym Substitution Steganography

Gang Luo, Xingming Sun, Lingyun Xiang, Yu-Ling Liu, Can Gan

2007

An Evaluation Scheme for Steganalysis-proof Ability of Steganographic Algorithms

Gang Luo, Xingming Sun, Lingyun Xiang, Jun-Wei Huang

Intelligent Information Hiding and Multimedia Signal Processing

DOI

2007

Research on Steganalysis for Text Steganography Based on Font Format

Lingyun Xiang, Xingming Sun, Gang Luo, Can Gan

Third International Symposium on Information Assurance and Security

DOI

精选作品

期刊论文

Semantic compensation-driven low-distortion linguistic steganography

POS-Guided Randomized Linguistic Steganography with Semantic Consistency

Semantic–Emotional Matching-Based Detection for Partially Fake Audio

A Content-Preserving Secure Linguistic Steganography

Far-Field Speaker Verification Based on Adaptive Feature Alignment

Harnessing Dual-Role Context: A Noise-Suppressed Framework for Hybrid Human-AI Text Detection

Enhancing Rumor Detection via Multi-modal User Credibility Learning

Robust Natural Language Watermarking by Embedding Information into Key Components

High-fidelity Dual-layer Backdoor Watermarking Scheme based on Private Model Embedding

Reversible natural language watermarking with augmented word prediction and compression

MKD-FSV: Multi-Layer Knowledge Distillation for Far-Field Speaker Verification

Emotion-Aware Synthetic Speech Detection with Multi-level Fusion Features

Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations

A reversible natural language watermarking for sensitive information protection

基于上下文词预测和窗口压缩编码的数字水印方法

共性特征学习的高泛化伪造指纹检测

激光雷达和相机的决策级融合目标检测方法

STSG: A Short Text Semantic Graph Model for Similarity Computing Based on Dependency Parsing and Pre-trained Language Models

Linguistic steganalysis via multi-task with crossing generative-natural domain

High-generalization spoofing fingerprint detection based on commonality feature learning

基于序列到隐写序列的约束型自然语言信息隐藏方法

基于VR技术的计算机专业在线教学初探

PNG-Stega: Progressive Non-Autoregressive Generative Linguistic Steganography

A General Linguistic Steganalysis Framework Using Multi-Task Learning

Linguistic Steganography: Hiding Information in Syntax Space

CPG-LS: Causal Perception Guided Linguistic Steganography

基于双分支网络的图像修复取证方法

Aggregating Local and Global Text Features for Linguistic Steganalysis

Generative Linguistic Steganography: A Comprehensive Review

Deep feature fusion for cold-start spam review detection

Linguistic Generative Steganography With Enhanced Cognitive-Imperceptibility

Novel Linguistic Steganography Based on Character-Level Text Generation

Spam Detection in Reviews Using LSTM-Based Multi-Entity Temporal Features

新工科背景下网络工程专业人才培养模式研究

新工科背景下网络工程专业建设的探讨

A word-frequency-preserving steganographic method based on synonym substitution

User-Oriented Paraphrase Generation With Keywords Controlled Network

Unsupervised Absent Multiple Kernel Extreme Learning Machine

A convolutional neural network-based linguistic steganalysis for synonym substitution steganography

工程教育认证背景下网络工程专业实践教学改革研究

A Word-Embedding-Based Steganalysis Method for Linguistic Steganography via Synonym Substitution

A linguistic steganography based on word indexing compression and candidate selection

Reversible Natural Language Watermarking Using Synonym Substitution and Arithmetic Coding

TUMK-ELM: A Fast Unsupervised Heterogeneous Data Learning Approach

A Multiple Watermarking Scheme for Content Authentication of OOXML Format Documents

A Novel Linguistic Steganography Based on Synonym Run-Length Encoding

基于汉明码的文本可逆数字水印研究

Network Attack Classification and Recognition Using HMM and Improved Evidence Theory

A characteristic-preserving steganographic method based on revision identifiers

A word-frequency-preserving steganographic method based on synonym substitution

基于矩阵编码的同义词替换隐写算法

On the Existence of Subliminal Channel in Instant Messaging Systems

A Client-side Fingerprinting Method for Text Document Distribution

Research on the coding strategy for synonym substitution-based steganography

融合LWT纹理特征的图像复制篡改检测算法

网络工程专业网络安全与管理方向课程体系研究

A Steganography on Synonym Frequency Distribution

Linguistic steganalysis using the features derived from synonym frequency

A Novel Reversible Text Data Hiding Scheme

Steganalysis of Syntactic Transformation based Steganography

Steganography in Ms Excel Document using Text-rotation Technique

A Secure Steganographic Method via Multiple Choice Questions

针对同义词替换信息隐藏的检测方法研究

Multi-Blogs Steganographic Algorithm Based on Directed Hamiltonian Path Selection

A Security Threshold Subliminal Channel Based on Elliptic Curve Cryptosystem

Steganalysis on Synonym Substitution Steganography

An Evaluation Scheme for Steganalysis-proof Ability of Steganographic Algorithms

Research on Steganalysis for Text Steganography Based on Font Format

会议论文

基于OBE理念面向创新能力培养计算机网络课程教学改革与实践

新工科背景下地方高校网络工程人才培养模式创新研究

基于“三协同”与“三平台”的信息类研究生创新能力培养研究与实践

结合工程教育认证的地方高校计算机类专业创新人才培养模式研究

一种改进的基于同义词替换的中文文本信息隐藏方法

研究方向