Detecting Hidden Information in the Wavelet Domain. - Jianyun Xu; Andrew H. Sung; Qingzhong Liu (CISST, 2004)

JPEG Compression Immune Steganography Using Wavelet Transform. - Jianyun Xu; Andrew H. Sung; Peipei Shi; Qingzhong Liu (ITCC (2), 2004)

Online Fraud Detection System Based on Non-Stationery Anomaly Detection. - Jianyun Xu; Andrew H. Sung; Qingzhong Liu (Security and Management, 2005)

Fraud Detection System Based on Behavior Mining and Anomaly Detection. - Jianyun Xu; Andrew H. Sung; Qingzhong Liu; Srinivas Mukkamala (IICAI, 2005)

Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data. - Srinivas Mukkamala; Qingzhong Liu; Rajeev Veeraghattam; Andrew H. Sung (ICAISC, 2006)

Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography. - Qingzhong Liu; Andrew H. Sung; Jianyun Xu; Bernardete Ribeiro (ICPR (2), 2006)

Tree Based Behavior Monitoring for Adaptive Fraud Detection. - Jianyun Xu; Andrew H. Sung; Qingzhong Liu (ICPR (1), 2006)

Recursive Feature Addition for Gene Selection. - Qingzhong Liu; Andrew H. Sung (IJCNN, 2006)

Microarray Gene Expression Classification Based on Supervised Learning and Similarity Measures. - Qingzhong Liu; Andrew H. Sung; Jianyun Xu; Jianzhong Liu; Zhongxue Chen (SMC, 2006)

Feature Mining and Neuro-Fuzzy Inference System for Steganalysis of LSB Matching Stegangoraphy in Grayscale Images. - Qingzhong Liu; Andrew H. Sung (IJCAI, 2007)

Behaviour Mining for Fraud Detection. - Jianyun Xu; Andrew H. Sung; Qingzhong Liu (J. Res. Pract. Inf. Technol., 2007)

Obfuscated Malicious Executable Scanner. - Jianyun Xu; Andrew H. Sung; Srinivas Mukkamala; Qingzhong Liu (J. Res. Pract. Inf. Technol., 2007)

A distribution free summarization method for Affymetrix GeneChip® arrays. - Zhongxue Chen; Monnie McGee; Qingzhong Liu; Richard H. Scheuermann (Bioinform., 2007)

Predicting injection profiles using ANFIS. - Mingzhen Wei; Baojun Bai; Andrew H. Sung; Qingzhong Liu; Jiachun Wang; Martha E. Cather (Inf. Sci., 2007)

Video Steganalysis Based on the Expanded Markov and Joint Distribution on the Transform Domains Detecting MSU StegoVideo. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ICMLA, 2008)

Learning Manifolds for Bankruptcy Analysis. - Bernardete Ribeiro; Armando Vieira; João M. M. Duarte; Catarina Silva 001; João Carvalho das Neves; Qingzhong Liu; Andrew H. Sung (ICONIP (1), 2008)

Detecting information-hiding in WAV audios. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ICPR, 2008)

Building resilient classifiers for LSB matching steganography. - Rita Ferreira; Bernardete Ribeiro; Catarina Silva 001; Qingzhong Liu; Andrew H. Sung (IJCNN, 2008)

Steganalysis of multi-class JPEG images based on expanded Markov features and polynomial fitting. - Qingzhong Liu; Andrew H. Sung; Bernardete Ribeiro; Rita Ferreira (IJCNN, 2008)

Image complexity and feature mining for steganalysis of least significant bit matching steganography. - Qingzhong Liu; Andrew H. Sung; Bernardete Ribeiro; Mingzhen Wei; Zhongxue Chen; Jianyun Xu (Inf. Sci., 2008)

Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images. - Qingzhong Liu; Andrew H. Sung; Zhongxue Chen; Jianyun Xu (Pattern Recognit., 2008)

Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning. - Qingzhong Liu; Andrew H. Sung; Bernardete Ribeiro; Mengyu Qiao (BIOSIGNALS, 2009)

Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao; Bernardete Ribeiro (ICAART, 2009)

Feature Mining and Intelligent Computing for MP3 Steganalysis. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (IJCBS, 2009)

Steganalysis of MP3Stego. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (IJCNN, 2009)

Spectrum Steganalysis of WAV Audio Streams. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (MLDM, 2009)

A new approach for JPEG resize and image splicing detection. - Qingzhong Liu; Andrew H. Sung (MiFor@MM, 2009)

Novel stream mining for audio steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ACM Multimedia, 2009)

Improved detection and evaluation for JPEG steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ACM Multimedia, 2009)

Distance metric learning and support vector machines for classification of mass spectrometry proteomics data. - Qingzhong Liu; Mengyu Qiao; Andrew H. Sung (Int. J. Knowl. Eng. Soft Data Paradigms, 2009)

Temporal derivative-based spectrum and mel-cepstrum audio steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (IEEE Trans. Inf. Forensics Secur., 2009)

Predicting embedding strength in audio steganography. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (IEEE ICCI, 2010)

Revealing real quality of double compressed MP3 audio. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (ACM Multimedia, 2010)

Detection of Double MP3 Compression. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (Cogn. Comput., 2010)

Identifying Differentially Expressed Genes based on probe level data for GeneChip arrays. - Zhongxue Chen; Monnie McGee; Qingzhong Liu; Y. Megan Kong; Xudong Huang; Jack Y. Yang; Richard H. Scheuermann (Int. J. Comput. Biol. Drug Des., 2010)

A Novel Source MPEG-2 Video Identification Algorithm. - Yuting Su 001; Junyu Xu; Bo Dong; Jing Zhang 038; Qingzhong Liu (Int. J. Pattern Recognit. Artif. Intell., 2010)

Exposing Digital Video Logo-Removal Forgery by Inconsistency of Blur. - Yuting Su 001; Jing Zhang 038; Yu Han; Jing Chen; Qingzhong Liu (Int. J. Pattern Recognit. Artif. Intell., 2010)

An improved approach to steganalysis of JPEG images. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao; Zhongxue Chen; Bernardete Ribeiro (Inf. Sci., 2010)

Locating Information-hiding in MP3 Audio. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu; Bernardete Ribeiro (ICAART (1), 2011)

A JPEG-based statistically invisible steganography. - Qingzhong Liu; Andrew H. Sung; Zhongxue Chen; Xudong Huang (ICIMCS, 2011)

Determine the Critical dimension in data mining (experiments with bioinformatics datasets). - Divya Suryakumar; Andrew H. Sung; Qingzhong Liu (ISDA, 2011)

A Method to Detect JPEG-Based Double Compression. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ISNN (2), 2011)

Steganalysis of DCT-embedding based adaptive steganography and YASS. - Qingzhong Liu (MM&Sec, 2011)

Neighboring joint density-based JPEG steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ACM Trans. Intell. Syst. Technol., 2011)

Derivative-based audio steganalysis. - Qingzhong Liu; Andrew H. Sung; Mengyu Qiao (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Scalable Secure MJPEG Video Streaming. - Lei Chen 029; Narasimha K. Shashidhar; Qingzhong Liu (AINA Workshops, 2012)

A Comparison Study of Cost-Sensitive Classifier Evaluations. - Bing Zhou 002; Qingzhong Liu (Brain Informatics, 2012)

Feature Selection for Improved Phishing Detection. - Ram B. Basnet; Andrew H. Sung; Qingzhong Liu (IEA/AIE, 2012)

Situation-Aware on Mobile Phone Using Co-clustering: Algorithms and Extensions. - Hyuk Cho; Deepthi Mandava; Qingzhong Liu; Lei Chen 029; Sangoh Jeong; Doreen Cheng (IEA/AIE, 2012)

Identification of Smartphone-Image Source and Manipulation. - Qingzhong Liu; Xiaodong Li; Lei Chen 029; Hyuk Cho; Peter A. Cooper; Zhongxue Chen; Mengyu Qiao; Andrew H. Sung (IEA/AIE, 2012)

Dependance of critical dimension on learning machines and ranking methods. - Divya Suryakumar; Andrew H. Sung; Qingzhong Liu (IRI, 2012)

Model evaluation of datasets using critical dimension model invariants. - Divya Suryakumar; Andrew H. Sung; Subhasish Mazumdar; Qingzhong Liu (ISDA, 2012)

A new statistical approach to detecting differentially methylated loci for case control Illumina array methylation data. - Zhongxue Chen; Qingzhong Liu; Saralees Nadarajah (Bioinform., 2012)

Gene order computation using Alzheimer's DNA microarray gene expression data and the ant colony optimisation algorithm. - Chao-Yang Pang; Gang Jiang; Shipeng Wang; Ben-Qiong Hu; Qingzhong Liu; Youping Deng; Xudong Huang (Int. J. Data Min. Bioinform., 2012)

An improved approach to detecting content-aware scaling-based tampering in JPEG images. - Qingzhong Liu; Peter A. Cooper; Bing Zhou 002 (ChinaSIP, 2013)

Detection of JPEG double compression and identification of smartphone image source and post-capture manipulation. - Qingzhong Liu; Peter A. Cooper; Lei Chen 029; Hyuk Cho; Zhongxue Chen; Mengyu Qiao; Yuting Su 001; Mingzhen Wei; Andrew H. Sung (Appl. Intell., 2013)

Detection of Double MPEG-2 Compression Based on Distributions of DCT coefficients. - Junyu Xu; Yuting Su 001; Qingzhong Liu (Int. J. Pattern Recognit. Artif. Intell., 2013)

MP3 audio steganalysis. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (Inf. Sci., 2013)

Mining the Big Data: The Critical Feature Dimension Problem. - Qingzhong Liu; Bernardete Ribeiro; Andrew H. Sung; Divya Suryakumar (IIAI-AAI, 2014)

Detecting differentially methylated loci for multiple treatments based on high-throughput methylation data. - Zhongxue Chen; Hanwen Huang; Qingzhong Liu (BMC Bioinform., 2014)

A new statistical approach to combining p-values using gamma distribution and its application to genome-wide association study. - Zhongxue Chen; William Yang; Qingzhong Liu; Jack Y. Yang; Jing Li 003; Mary Yang (BMC Bioinform., 2014)

Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images. - Qingzhong Liu; Zhongxue Chen (ACM Trans. Intell. Syst. Technol., 2014)

Exposing Image Tampering with the Same Quantization Matrix. - Qingzhong Liu; Andrew H. Sung; Zhongxue Chen; Lei Chen 029 (Multimedia Data Mining and Analytics, 2015)

A Novel Touchscreen-Based Authentication Scheme Using Static and Dynamic Hand Biometrics. - Mengyu Qiao; Suiyuan Zhang; Andrew H. Sung; Qingzhong Liu (COMPSAC, 2015)

A Method to Detect AAC Audio Forgery. - Qingzhong Liu; Andrew H. Sung; Lei Chen 029; Ming Yang 019; Zhongxue Chen; Yanxin Liu; Jing Zhang 038 (EAI Endorsed Trans. Security Safety, 2015)

Mobile Watermarking against Geometrical Distortions. - Jing Zhang 038; Meili Zhi; Yuting Su 001; Qingzhong Liu (EAI Endorsed Trans. Security Safety, 2015)

Exposing Inpainting Forgery in JPEG Images under Recompression Attacks. - Qingzhong Liu; Andrew H. Sung; Bing Zhou 002; Mengyu Qiao (ICMLA, 2016)

Exposing seam carving forgery under recompression attacks by hybrid large feature mining. - Qingzhong Liu (ICPR, 2016)

Merging Permission and API Features for Android Malware Detection. - Mengyu Qiao; Andrew H. Sung; Qingzhong Liu (IIAI-AAI, 2016)

Sampling and Evaluating the Big Data for Knowledge Discovery. - Andrew H. Sung; Bernardete Ribeiro; Qingzhong Liu (IoTBD, 2016)

Utilizing DTRS for Imbalanced Text Classification. - Bing Zhou 002; Yiyu Yao; Qingzhong Liu (IJCRS, 2016)

An approach to detecting JPEG down-recompression and seam carving forgery under recompression anti-forensics. - Qingzhong Liu (Pattern Recognit., 2017)

Digital Forensic Analysis of Instant Messaging Applications on Android Smartphones. - Hao Zhang; Lei Chen 029; Qingzhong Liu (ICNC, 2018)

Detecting Phishing Websites with Random Forest. - Shinelle Hutchinson; Zhaohe Zhang; Qingzhong Liu (MLICOM, 2018)

Detecting Digital Photo Tampering with Deep Learning. - Mitchell B. Singleton; Qingzhong Liu (MLICOM, 2018)

Gun Identification Using Tensorflow. - Mitchell Singleton; Benjamin Taylor; Jacob Taylor; Qingzhong Liu (MLICOM, 2018)

Heat-Map Based Emotion and Face Recognition from Thermal Images. - Burak Ilikci; Lei Chen 029; Hyuk Cho; Qingzhong Liu (ComComAP, 2019)

Performance Evaluation of Transfer Learning for Pornographic Detection. - Buddhi Ashan; Hyuk Cho; Qingzhong Liu (ICNC-FSKD, 2019)

Detect Video Forgery by Performing Transfer Learning on Deep Neural Network. - Zhaohe Zhang; Qingzhong Liu (ICNC-FSKD, 2019)

An Improved Approach to Exposing JPEG Seam Carving Under Recompression. - Qingzhong Liu (IEEE Trans. Circuits Syst. Video Technol., 2019)

Large Feature Mining and Deep Learning in Multimedia Forensics. - Qingzhong Liu; Naciye Celebi (IWSPA@CODASPY, 2021)

MANAGE: A Novel Malware Evolution Model based on Digital Genes. - Yu Zhang; Qingzhong Liu; Yuanquan Shi (DSC, 2022)

Walk This Way: Footwear Recognition Using Images & Neural Networks. - Valentin Gazeau; William Glisson; Cihan Varol; Qingzhong Liu (HICSS, 2022)

A Comparison Study to Detect COVID-19 Chest X-Ray Images with SOTA Deep Learning Models. - Qingzhong Liu; Zhongxue Chen; Henry C. Liu (Healthcare AI and COVID-19 Workshop, 2022)

Hybrid Analysis Based Cross Inspection Framework for Android Malware Detection. - Biodoumoye George Bokolo; GaganDeep Sur; Qingzhong Liu; Fang Yuan; Fan Liang (SERA, 2022)

A Survey of Deep Fake Detection for Trial Courts. - Naciye Celebi; Qingzhong Liu; Muhammed Karatoprak (CoRR, 2022)

Crime-Intent Sentiment Detection on Twitter Data Using Machine Learning. - Biodoumoye George Bokolo; Ebikela Ogegbene-Ise; Lei Chen 029; Qingzhong Liu (CACRE, 2023)

Detecting Web-Based Attacks: A Comparative Analysis of Machine Learning and BERT Transformer Approaches. - Razaq Jinad; Khushi Gupta; Chukwuemeka Ihekweazu; Qingzhong Liu; Bing Zhou 002 (IEA/AIE (2), 2023)

Detection and Classification of Web Application Attacks. - Jayanthi Ramamoorthy; Damilola Oladimeji; Laura Garland; Qingzhong Liu (IEA/AIE (2), 2023)

Cyberbullying Detection on Social Media Using Machine Learning. - Biodoumoye George Bokolo; Qingzhong Liu (INFOCOM Workshops, 2023)

Detection of Web-Attack using DistilBERT, RNN, and LSTM. - Biodoumoye George Bokolo; Lei Chen 029; Qingzhong Liu (ISDFS, 2023)