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Journal Articles
- 2019
[j27]Qingzhong Liu
:
An Improved Approach to Exposing JPEG Seam Carving Under Recompression. IEEE Trans. Circuits Syst. Video Technol. 29(7): 1907-1918 (2019)- 2017
- [j26]Qingzhong Liu:
An approach to detecting JPEG down-recompression and seam carving forgery under recompression anti-forensics. Pattern Recognit. 65: 35-46 (2017) - 2015
- [j25]Jing Zhang, Meili Zhi, Yuting Su, Qingzhong Liu:
Mobile Watermarking against Geometrical Distortions. EAI Endorsed Trans. Security Safety 2(5): e2 (2015) - [j24]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): e1 (2015) - 2014
- [j23]Zhongxue Chen, Hanwen Huang, Qingzhong Liu:
Detecting differentially methylated loci for multiple treatments based on high-throughput methylation data. BMC Bioinform. 15: 142 (2014) - [j22]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): S3 (2014) - [j21]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): 63:1-63:30 (2014) - 2013
- [j20]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): 705-726 (2013) - [j19]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) - [j18]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
MP3 audio steganalysis. Inf. Sci. 231: 123-134 (2013) - 2012
- [j17]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): 1109-1113 (2012) - [j16]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): 617-632 (2012) - 2011
- [j15]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Neighboring joint density-based JPEG steganalysis. ACM Trans. Intell. Syst. Technol. 2(2): 16:1-16:16 (2011) - [j14]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Derivative-based audio steganalysis. ACM Trans. Multim. Comput. Commun. Appl. 7(3): 18:1-18:19 (2011) - 2010
- [j13]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Detection of Double MP3 Compression. Cogn. Comput. 2(4): 291-296 (2010) - [j12]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): 237-257 (2010) - [j11]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): 1027-1046 (2010) - [j10]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): 1311-1328 (2010) - [j9]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Zhongxue Chen, Bernardete Ribeiro:
An improved approach to steganalysis of JPEG images. Inf. Sci. 180(9): 1643-1655 (2010) - 2009
- [j8]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): 216-226 (2009) - [j7]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Temporal derivative-based spectrum and mel-cepstrum audio steganalysis. IEEE Trans. Inf. Forensics Secur. 4(3): 359-368 (2009) - 2008
- [j6]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): 21-36 (2008) - [j5]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): 56-66 (2008) - 2007
- [j4]Jianyun Xu, Andrew H. Sung, Qingzhong Liu:
Behaviour Mining for Fraud Detection. J. Res. Pract. Inf. Technol. 39(1): 3-18 (2007) - [j3]Jianyun Xu, Andrew H. Sung, Srinivas Mukkamala, Qingzhong Liu:
Obfuscated Malicious Executable Scanner. J. Res. Pract. Inf. Technol. 39(3): 181-198 (2007) - [j2]Zhongxue Chen, Monnie McGee, Qingzhong Liu, Richard H. Scheuermann:
A distribution free summarization method for Affymetrix GeneChip® arrays. Bioinform. 23(3): 321-327 (2007) - [j1]Mingzhen Wei, Baojun Bai, Andrew H. Sung, Qingzhong Liu, Jiachun Wang, Martha E. Cather:
Predicting injection profiles using ANFIS. Inf. Sci. 177(20): 4445-4461 (2007)
Conference and Workshop Papers
- 2023
- [c63]Biodoumoye George Bokolo, Ebikela Ogegbene-Ise, Lei Chen, Qingzhong Liu:
Crime-Intent Sentiment Detection on Twitter Data Using Machine Learning. CACRE 2023: 79-83 - [c62]Jayanthi Ramamoorthy, Damilola Oladimeji, Laura Garland, Qingzhong Liu:
Detection and Classification of Web Application Attacks. IEA/AIE (2) 2023: 301-312 - [c61]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: 325-332 - [c60]Biodoumoye George Bokolo, Qingzhong Liu:
Cyberbullying Detection on Social Media Using Machine Learning. INFOCOM Workshops 2023: 1-6 - [c59]Biodoumoye George Bokolo, Lei Chen, Qingzhong Liu:
Detection of Web-Attack using DistilBERT, RNN, and LSTM. ISDFS 2023: 1-6 - 2022
- [c58]Yu Zhang, Qingzhong Liu, Yuanquan Shi:
MANAGE: A Novel Malware Evolution Model based on Digital Genes. DSC 2022: 64-70 - [c57]Valentin Gazeau, William Glisson, Cihan Varol, Qingzhong Liu:
Walk This Way: Footwear Recognition Using Images & Neural Networks. HICSS 2022: 1-13 - [c56]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: 146-153 - [c55]Biodoumoye George Bokolo, GaganDeep Sur, Qingzhong Liu, Fang Yuan, Fan Liang:
Hybrid Analysis Based Cross Inspection Framework for Android Malware Detection. SERA 2022: 99-105 - 2021
- [c54]Qingzhong Liu, Naciye Celebi:
Large Feature Mining and Deep Learning in Multimedia Forensics. IWSPA@CODASPY 2021: 3-4 - 2019
- [c53]Burak Ilikci, Lei Chen, Hyuk Cho, Qingzhong Liu:
Heat-Map Based Emotion and Face Recognition from Thermal Images. ComComAP 2019: 449-453 - [c52]Buddhi Ashan, Hyuk Cho, Qingzhong Liu:
Performance Evaluation of Transfer Learning for Pornographic Detection. ICNC-FSKD 2019: 403-414 - [c51]Zhaohe Zhang, Qingzhong Liu:
Detect Video Forgery by Performing Transfer Learning on Deep Neural Network. ICNC-FSKD 2019: 415-422 - 2018
- [c50]Hao Zhang, Lei Chen, Qingzhong Liu:
Digital Forensic Analysis of Instant Messaging Applications on Android Smartphones. ICNC 2018: 647-651 - [c49]Mitchell Singleton, Benjamin Taylor, Jacob Taylor, Qingzhong Liu:
Gun Identification Using Tensorflow. MLICOM 2018: 3-12 - [c48]Shinelle Hutchinson, Zhaohe Zhang, Qingzhong Liu:
Detecting Phishing Websites with Random Forest. MLICOM 2018: 470-479 - [c47]Mitchell B. Singleton, Qingzhong Liu:
Detecting Digital Photo Tampering with Deep Learning. MLICOM 2018: 480-489 - 2016
- [c46]Qingzhong Liu, Andrew H. Sung, Bing Zhou, Mengyu Qiao:
Exposing Inpainting Forgery in JPEG Images under Recompression Attacks. ICMLA 2016: 164-169 - [c45]Qingzhong Liu:
Exposing seam carving forgery under recompression attacks by hybrid large feature mining. ICPR 2016: 1041-1046 - [c44]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
Merging Permission and API Features for Android Malware Detection. IIAI-AAI 2016: 566-571 - [c43]Andrew H. Sung, Bernardete Ribeiro, Qingzhong Liu:
Sampling and Evaluating the Big Data for Knowledge Discovery. IoTBD 2016: 378-382 - [c42]Bing Zhou, Yiyu Yao, Qingzhong Liu:
Utilizing DTRS for Imbalanced Text Classification. IJCRS 2016: 219-228 - 2015
- [c41]Mengyu Qiao, Suiyuan Zhang, Andrew H. Sung, Qingzhong Liu:
A Novel Touchscreen-Based Authentication Scheme Using Static and Dynamic Hand Biometrics. COMPSAC 2015: 494-503 - 2014
- [c40]Qingzhong Liu, Bernardete Ribeiro, Andrew H. Sung, Divya Suryakumar:
Mining the Big Data: The Critical Feature Dimension Problem. IIAI-AAI 2014: 499-504 - 2013
- [c39]Qingzhong Liu, Peter A. Cooper, Bing Zhou:
An improved approach to detecting content-aware scaling-based tampering in JPEG images. ChinaSIP 2013: 432-436 - 2012
- [c38]Lei Chen, Narasimha K. Shashidhar, Qingzhong Liu:
Scalable Secure MJPEG Video Streaming. AINA Workshops 2012: 111-115 - [c37]Bing Zhou, Qingzhong Liu:
A Comparison Study of Cost-Sensitive Classifier Evaluations. Brain Informatics 2012: 360-371 - [c36]Ram B. Basnet, Andrew H. Sung, Qingzhong Liu:
Feature Selection for Improved Phishing Detection. IEA/AIE 2012: 252-261 - [c35]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: 262-271 - [c34]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: 272-282 - [c33]Divya Suryakumar, Andrew H. Sung, Qingzhong Liu:
Dependance of critical dimension on learning machines and ranking methods. IRI 2012: 738-739 - [c32]Divya Suryakumar, Andrew H. Sung, Subhasish Mazumdar, Qingzhong Liu:
Model evaluation of datasets using critical dimension model invariants. ISDA 2012: 740-745 - 2011
- [c31]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu, Bernardete Ribeiro:
Locating Information-hiding in MP3 Audio. ICAART (1) 2011: 504-507 - [c30]Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Xudong Huang:
A JPEG-based statistically invisible steganography. ICIMCS 2011: 78-81 - [c29]Divya Suryakumar, Andrew H. Sung, Qingzhong Liu:
Determine the Critical dimension in data mining (experiments with bioinformatics datasets). ISDA 2011: 481-486 - [c28]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
A Method to Detect JPEG-Based Double Compression. ISNN (2) 2011: 466-476 - [c27]Qingzhong Liu:
Steganalysis of DCT-embedding based adaptive steganography and YASS. MM&Sec 2011: 77-86 - 2010
- [c26]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
Predicting embedding strength in audio steganography. IEEE ICCI 2010: 925-930 - [c25]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
Revealing real quality of double compressed MP3 audio. ACM Multimedia 2010: 1011-1014 - 2009
- [c24]Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mengyu Qiao:
Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning. BIOSIGNALS 2009: 396-401 - [c23]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Bernardete Ribeiro:
Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis. ICAART 2009: 226-231 - [c22]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
Feature Mining and Intelligent Computing for MP3 Steganalysis. IJCBS 2009: 627-630 - [c21]Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
Steganalysis of MP3Stego. IJCNN 2009: 2566-2571 - [c20]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Spectrum Steganalysis of WAV Audio Streams. MLDM 2009: 582-593 - [c19]Qingzhong Liu, Andrew H. Sung:
A new approach for JPEG resize and image splicing detection. MiFor@MM 2009: 43-48 - [c18]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Novel stream mining for audio steganalysis. ACM Multimedia 2009: 95-104 - [c17]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Improved detection and evaluation for JPEG steganalysis. ACM Multimedia 2009: 873-876 - 2008
- [c16]Qingzhong Liu, Mengyu Qiao, Andrew H. Sung:
Distance Metric Learning and Support Vector Machines for Classification of Mass Spectrometry Proteomics Data. ICMLA 2008: 631-636 - [c15]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: 671-674 - [c14]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: 723-730 - [c13]Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Detecting information-hiding in WAV audios. ICPR 2008: 1-4 - [c12]Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung:
Building resilient classifiers for LSB matching steganography. IJCNN 2008: 1562-1567 - [c11]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: 3352-3357 - 2007
- [c10]Qingzhong Liu, Andrew H. Sung:
Feature Mining and Neuro-Fuzzy Inference System for Steganalysis of LSB Matching Stegangoraphy in Grayscale Images. IJCAI 2007: 2808-2813 - 2006
- [c9]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: 951-961 - [c8]Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Bernardete Ribeiro:
Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography. ICPR (2) 2006: 267-270 - [c7]Jianyun Xu, Andrew H. Sung, Qingzhong Liu:
Tree Based Behavior Monitoring for Adaptive Fraud Detection. ICPR (1) 2006: 1208-1211 - [c6]Qingzhong Liu, Andrew H. Sung:
Recursive Feature Addition for Gene Selection. IJCNN 2006: 1360-1367 - [c5]Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Jianzhong Liu, Zhongxue Chen:
Microarray Gene Expression Classification Based on Supervised Learning and Similarity Measures. SMC 2006: 5094-5099 - 2005
- [c4]Jianyun Xu, Andrew H. Sung, Qingzhong Liu:
Online Fraud Detection System Based on Non-Stationery Anomaly Detection. Security and Management 2005: 364-370 - [c3]Jianyun Xu, Andrew H. Sung, Qingzhong Liu, Srinivas Mukkamala:
Fraud Detection System Based on Behavior Mining and Anomaly Detection. IICAI 2005: 3487-3501 - 2004
- [c2]Jianyun Xu, Andrew H. Sung, Qingzhong Liu:
Detecting Hidden Information in the Wavelet Domain. CISST 2004: 571-577 - [c1]Jianyun Xu, Andrew H. Sung, Peipei Shi, Qingzhong Liu:
JPEG Compression Immune Steganography Using Wavelet Transform. ITCC (2) 2004: 704-708
Parts in Books or Collections
- 2015
- [p1]Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Lei Chen:
Exposing Image Tampering with the Same Quantization Matrix. Multimedia Data Mining and Analytics 2015: 327-343
Informal and Other Publications
- 2022
- [i1]Naciye Celebi, Qingzhong Liu, Muhammed Karatoprak:
A Survey of Deep Fake Detection for Trial Courts. CoRR abs/2205.15792 (2022)
Coauthor Index
[j24] [j20] [j18] [j15] [j14] [j13] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j1] [c46] [c44] [c43] [c41] [c40] [c36] [c35] [c33] [c32] [c31] [c30] [c29] [c28] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [p1]
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