Qingzhong Liu

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 28

Top Topics

Malware Detection

Forensic Analysis

Top Venues

EAI Endorsed Trans. Security Safety

Publications

Biodoumoye George Bokolo, Ebikela Ogegbene-Ise, Lei Chen, Qingzhong Liu
Crime-Intent Sentiment Detection on Twitter Data Using Machine Learning. CACRE (2023)
Biodoumoye George Bokolo, Qingzhong Liu
Cyberbullying Detection on Social Media Using Machine Learning. INFOCOM Workshops (2023)
Biodoumoye George Bokolo, Lei Chen, Qingzhong Liu
Detection of Web-Attack using DistilBERT, RNN, and LSTM. ISDFS (2023)
Jayanthi Ramamoorthy, Damilola Oladimeji, Laura Garland, Qingzhong Liu
Detection and Classification of Web Application Attacks. IEA/AIE (2) (2023)
Razaq Jinad, Khushi Gupta, Chukwuemeka Ihekweazu, Qingzhong Liu, Bing Zhou
Detecting Web-Based Attacks: A Comparative Analysis of Machine Learning and BERT Transformer Approaches. IEA/AIE (2) (2023)
Qingzhong Liu, Zhongxue Chen, Henry C. Liu
A Comparison Study to Detect COVID-19 Chest X-Ray Images with SOTA Deep Learning Models. Healthcare AI and COVID-19 Workshop (2022)
Biodoumoye Bokolo, GaganDeep Sur, Qingzhong Liu, Fang Yuan, Fan Liang
Hybrid Analysis Based Cross Inspection Framework for Android Malware Detection. SERA (2022)
Yu Zhang, Qingzhong Liu, Yuanquan Shi
MANAGE: A Novel Malware Evolution Model based on Digital Genes. DSC (2022)
Naciye Celebi, Qingzhong Liu, Muhammed Karatoprak
A Survey of Deep Fake Detection for Trial Courts. CoRR (2022)
Valentin Gazeau, William Glisson, Cihan Varol, Qingzhong Liu
Walk This Way: Footwear Recognition Using Images & Neural Networks. HICSS (2022)
Qingzhong Liu, Naciye Celebi
Large Feature Mining and Deep Learning in Multimedia Forensics. IWSPA@CODASPY (2021)
Burak Ilikci, Lei Chen, Hyuk Cho, Qingzhong Liu
Heat-Map Based Emotion and Face Recognition from Thermal Images. ComComAP (2019)
Buddhi Ashan, Hyuk Cho, Qingzhong Liu
Performance Evaluation of Transfer Learning for Pornographic Detection. ICNC-FSKD (2019)
Zhaohe Zhang, Qingzhong Liu
Detect Video Forgery by Performing Transfer Learning on Deep Neural Network. ICNC-FSKD (2019)
Qingzhong Liu
An Improved Approach to Exposing JPEG Seam Carving Under Recompression. IEEE Trans. Circuits Syst. Video Technol. 29 (7) (2019)
Shinelle Hutchinson, Zhaohe Zhang, Qingzhong Liu
Detecting Phishing Websites with Random Forest. MLICOM (2018)
Mitchell Singleton, Benjamin Taylor, Jacob Taylor, Qingzhong Liu
Gun Identification Using Tensorflow. MLICOM (2018)
Hao Zhang, Lei Chen, Qingzhong Liu
Digital Forensic Analysis of Instant Messaging Applications on Android Smartphones. ICNC (2018)
Mitchell B. Singleton, Qingzhong Liu
Detecting Digital Photo Tampering with Deep Learning. MLICOM (2018)
Qingzhong Liu
An approach to detecting JPEG down-recompression and seam carving forgery under recompression anti-forensics. Pattern Recognit. 65 (2017)
Andrew H. Sung, Bernardete Ribeiro, Qingzhong Liu
Sampling and Evaluating the Big Data for Knowledge Discovery. IoTBD (2016)
Qingzhong Liu
Exposing seam carving forgery under recompression attacks by hybrid large feature mining. ICPR (2016)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
Merging Permission and API Features for Android Malware Detection. IIAI-AAI (2016)
Bing Zhou, Yiyu Yao, Qingzhong Liu
Utilizing DTRS for Imbalanced Text Classification. IJCRS (2016)
Qingzhong Liu, Andrew H. Sung, Bing Zhou, Mengyu Qiao
Exposing Inpainting Forgery in JPEG Images under Recompression Attacks. ICMLA (2016)
Qingzhong Liu, Andrew H. Sung, Lei Chen, Ming Yang, Zhongxue Chen, Yanxin Liu, Jing Zhang
A Method to Detect AAC Audio Forgery. EAI Endorsed Trans. Security Safety 2 (6) (2015)
Jing Zhang, Meili Zhi, Yuting Su, Qingzhong Liu
Mobile Watermarking against Geometrical Distortions. EAI Endorsed Trans. Security Safety 2 (5) (2015)
Mengyu Qiao, Suiyuan Zhang, Andrew H. Sung, Qingzhong Liu
A Novel Touchscreen-Based Authentication Scheme Using Static and Dynamic Hand Biometrics. COMPSAC (2015)
Qingzhong Liu, Bernardete Ribeiro, Andrew H. Sung, Divya Suryakumar
Mining the Big Data: The Critical Feature Dimension Problem. IIAI-AAI (2014)
Zhongxue Chen, William Yang, Qingzhong Liu, Jack Y. Yang, Jing Li, Mary Yang
A new statistical approach to combining p-values using gamma distribution and its application to genome-wide association study. BMC Bioinform. 15 (S-17) (2014)
Zhongxue Chen, Hanwen Huang, Qingzhong Liu
Detecting differentially methylated loci for multiple treatments based on high-throughput methylation data. BMC Bioinform. 15 (2014)
Qingzhong Liu, Zhongxue Chen
Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images. ACM Trans. Intell. Syst. Technol. 5 (4) (2014)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
MP3 audio steganalysis. Inf. Sci. 231 (2013)
Qingzhong Liu, Peter A. Cooper, Bing Zhou
An improved approach to detecting content-aware scaling-based tampering in JPEG images. ChinaSIP (2013)
Qingzhong Liu, Peter A. Cooper, Lei Chen, Hyuk Cho, Zhongxue Chen, Mengyu Qiao, Yuting Su, Mingzhen Wei, Andrew H. Sung
Detection of JPEG double compression and identification of smartphone image source and post-capture manipulation. Appl. Intell. 39 (4) (2013)
Junyu Xu, Yuting Su, Qingzhong Liu
Detection of Double MPEG-2 Compression Based on Distributions of DCT coefficients. Int. J. Pattern Recognit. Artif. Intell. 27 (1) (2013)
Divya Suryakumar, Andrew H. Sung, S. Mazumdar, Qingzhong Liu
Model evaluation of datasets using critical dimension model invariants. ISDA (2012)
Qingzhong Liu, Xiaodong Li, Lei Chen, Hyuk Cho, Peter A. Cooper, Zhongxue Chen, Mengyu Qiao, Andrew H. Sung
Identification of Smartphone-Image Source and Manipulation. IEA/AIE (2012)
Chao-Yang Pang, Gang Jiang, Shipeng Wang, Ben-Qiong Hu, Qingzhong Liu, Youping Deng, Xudong Huang
Gene order computation using Alzheimer's DNA microarray gene expression data and the ant colony optimisation algorithm. Int. J. Data Min. Bioinform. 6 (6) (2012)
Lei Chen, Narasimha Shashidhar, Qingzhong Liu
Scalable Secure MJPEG Video Streaming. AINA Workshops (2012)
Ram B. Basnet, Andrew H. Sung, Qingzhong Liu
Feature Selection for Improved Phishing Detection. IEA/AIE (2012)
Bing Zhou, Qingzhong Liu
A Comparison Study of Cost-Sensitive Classifier Evaluations. Brain Informatics (2012)
Zhongxue Chen, Qingzhong Liu, Saralees Nadarajah
A new statistical approach to detecting differentially methylated loci for case control Illumina array methylation data. Bioinform. 28 (8) (2012)
Hyuk Cho, Deepthi Mandava, Qingzhong Liu, Lei Chen, Sangoh Jeong, Doreen Cheng
Situation-Aware on Mobile Phone Using Co-clustering: Algorithms and Extensions. IEA/AIE (2012)
Divya Suryakumar, Andrew H. Sung, Qingzhong Liu
Dependance of critical dimension on learning machines and ranking methods. IRI (2012)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Derivative-based audio steganalysis. ACM Trans. Multim. Comput. Commun. Appl. 7 (3) (2011)
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Xudong Huang
A JPEG-based statistically invisible steganography. ICIMCS (2011)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu, Bernardete Ribeiro
Locating Information-hiding in MP3 Audio. ICAART (1) (2011)
Qingzhong Liu
Steganalysis of DCT-embedding based adaptive steganography and YASS. MM&Sec (2011)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Neighboring joint density-based JPEG steganalysis. ACM Trans. Intell. Syst. Technol. 2 (2) (2011)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
A Method to Detect JPEG-Based Double Compression. ISNN (2) (2011)
Divya Suryakumar, Andrew H. Sung, Qingzhong Liu
Determine the Critical dimension in data mining (experiments with bioinformatics datasets). ISDA (2011)
Yuting Su, Jing Zhang, Yu Han, Jing Chen, Qingzhong Liu
Exposing Digital Video Logo-Removal Forgery by Inconsistency of Blur. Int. J. Pattern Recognit. Artif. Intell. 24 (7) (2010)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Detection of Double MP3 Compression. Cogn. Comput. 2 (4) (2010)
Yuting Su, Junyu Xu, Bo Dong, Jing Zhang, Qingzhong Liu
A Novel Source MPEG-2 Video Identification Algorithm. Int. J. Pattern Recognit. Artif. Intell. 24 (8) (2010)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Zhongxue Chen, Bernardete Ribeiro
An improved approach to steganalysis of JPEG images. Inf. Sci. 180 (9) (2010)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
Predicting embedding strength in audio steganography. IEEE ICCI (2010)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
Revealing real quality of double compressed MP3 audio. ACM Multimedia (2010)
Zhongxue Chen, Monnie McGee, Qingzhong Liu, Y. Megan Kong, Xudong Huang, Jack Y. Yang, Richard H. Scheuermann
Identifying Differentially Expressed Genes based on probe level data for GeneChip arrays. Int. J. Comput. Biol. Drug Des. 3 (3) (2010)
Qingzhong Liu, Andrew H. Sung
A new approach for JPEG resize and image splicing detection. MiFor@MM (2009)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Novel stream mining for audio steganalysis. ACM Multimedia (2009)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Bernardete Ribeiro
Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis. ICAART (2009)
Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mengyu Qiao
Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning. BIOSIGNALS (2009)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Temporal derivative-based spectrum and mel-cepstrum audio steganalysis. IEEE Trans. Inf. Forensics Secur. 4 (3) (2009)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Spectrum Steganalysis of WAV Audio Streams. MLDM (2009)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
Feature Mining and Intelligent Computing for MP3 Steganalysis. IJCBS (2009)
Qingzhong Liu, Mengyu Qiao, Andrew H. Sung
Distance metric learning and support vector machines for classification of mass spectrometry proteomics data. Int. J. Knowl. Eng. Soft Data Paradigms 1 (3) (2009)
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu
Steganalysis of MP3Stego. IJCNN (2009)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Improved detection and evaluation for JPEG steganalysis. ACM Multimedia (2009)
Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung
Building resilient classifiers for LSB matching steganography. IJCNN (2008)
Qingzhong Liu, Mengyu Qiao, Andrew H. Sung
Distance Metric Learning and Support Vector Machines for Classification of Mass Spectrometry Proteomics Data. ICMLA (2008)
Bernardete Ribeiro, Armando Vieira, João M. M. Duarte, Catarina Silva, João Carvalho das Neves, Qingzhong Liu, Andrew H. Sung
Learning Manifolds for Bankruptcy Analysis. ICONIP (1) (2008)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Detecting information-hiding in WAV audios. ICPR (2008)
Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Rita Ferreira
Steganalysis of multi-class JPEG images based on expanded Markov features and polynomial fitting. IJCNN (2008)
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Jianyun Xu
Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images. Pattern Recognit. 41 (1) (2008)
Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mingzhen Wei, Zhongxue Chen, Jianyun Xu
Image complexity and feature mining for steganalysis of least significant bit matching steganography. Inf. Sci. 178 (1) (2008)
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao
Video Steganalysis Based on the Expanded Markov and Joint Distribution on the Transform Domains Detecting MSU StegoVideo. ICMLA (2008)
Jianyun Xu, Andrew H. Sung, Qingzhong Liu
Behaviour Mining for Fraud Detection. J. Res. Pract. Inf. Technol. 39 (1) (2007)
Mingzhen Wei, Baojun Bai, Andrew H. Sung, Qingzhong Liu, Jiachun Wang, Martha E. Cather
Predicting injection profiles using ANFIS. Inf. Sci. 177 (20) (2007)
Zhongxue Chen, Monnie McGee, Qingzhong Liu, Richard H. Scheuermann
arrays. Bioinform. 23 (3) (2007)
Jianyun Xu, Andrew H. Sung, Srinivas Mukkamala, Qingzhong Liu
Obfuscated Malicious Executable Scanner. J. Res. Pract. Inf. Technol. 39 (3) (2007)
Qingzhong Liu, Andrew H. Sung
Feature Mining and Neuro-Fuzzy Inference System for Steganalysis of LSB Matching Stegangoraphy in Grayscale Images. IJCAI (2007)
Jianyun Xu, Andrew H. Sung, Qingzhong Liu
Tree Based Behavior Monitoring for Adaptive Fraud Detection. ICPR (1) (2006)
Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Bernardete Ribeiro
Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography. ICPR (2) (2006)
Qingzhong Liu, Andrew H. Sung
Recursive Feature Addition for Gene Selection. IJCNN (2006)
Srinivas Mukkamala, Qingzhong Liu, Rajeev Veeraghattam, Andrew H. Sung
Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data. ICAISC (2006)
Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Jianzhong Liu, Zhongxue Chen
Microarray Gene Expression Classification Based on Supervised Learning and Similarity Measures. SMC (2006)
Jianyun Xu, Andrew H. Sung, Qingzhong Liu, Srinivas Mukkamala
Fraud Detection System Based on Behavior Mining and Anomaly Detection. IICAI (2005)
Jianyun Xu, Andrew H. Sung, Qingzhong Liu
Online Fraud Detection System Based on Non-Stationery Anomaly Detection. Security and Management (2005)
Jianyun Xu, Andrew H. Sung, Qingzhong Liu
Detecting Hidden Information in the Wavelet Domain. CISST (2004)
Jianyun Xu, Andrew H. Sung, Peipei Shi, Qingzhong Liu
JPEG Compression Immune Steganography Using Wavelet Transform. ITCC (2) (2004)