LiWu Chang

	2008
31		Justin Z. Zhan, LiWu Chang, Stan Matwin: How to Prevent Private Data from being Disclosed to a Malicious Attacker. Data Mining: Foundations and Practice 2008: 517-528
30		Justin Z. Zhan, Stan Matwin, LiWu Chang: Privacy-Preserving Naive Bayesian Classification over Horizontally Partitioned Data. Data Mining: Foundations and Practice 2008: 529-538
	2007
29		Vassilios S. Verykios, Emmanuel D. Pontikakis, Yannis Theodoridis, LiWu Chang: Efficient algorithms for distortion and blocking techniques in association rule hiding. Distributed and Parallel Databases 22(1): 85-104 (2007)
28		Justin Z. Zhan, Stan Matwin, LiWu Chang: Privacy-preserving multi-party decision tree induction. IJBIDM 2(2): 197-212 (2007)
27		Justin Z. Zhan, Stan Matwin, LiWu Chang: Privacy-preserving collaborative association rule mining. J. Network and Computer Applications 30(3): 1216-1227 (2007)
26		Mei-Ling Shyu, Thiago Quirino, Zongxing Xie, Shu-Ching Chen, LiWu Chang: Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems. TAAS 2(3): (2007)
	2006
25		Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang: UNPCC: A Novel Unsupervised Classification Scheme for Network Intrusion Detection. ICTAI 2006: 743-750
24		Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang: Collateral Representative Subspace Projection Modeling for Supervised Classification. ICTAI 2006: 98-105
23		Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang: A Distributed Agent-Based Approach to Intrusion Detection Using the Lightweight PCC Anomaly Detection Classifier. SUTC (1) 2006: 446-453
22		Justin Z. Zhan, LiWu Chang, Stan Matwin: Privacy-Preserving Collaborative Data Mining. Foundations and Novel Approaches in Data Mining 2006: 213-227
21		Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang: Principal Component-based Anomaly Detection Scheme. Foundations and Novel Approaches in Data Mining 2006: 311-329
	2005
20		Justin Z. Zhan, Stan Matwin, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. DBSec 2005: 153-165
19		Justin Z. Zhan, LiWu Chang, Stan Matwin: Building k-nearest neighbor classifiers on vertically partitioned private data. GrC 2005: 708-711
18		Mei-Ling Shyu, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang: Handling missing values via decomposition of the conditioned set. IRI 2005: 199-204
17		Justin Z. Zhan, Stan Matwin, LiWu Chang: Private Mining of Association Rules. ISI 2005: 72-80
16		Mei-Ling Shyu, Kanoksri Sarinnapakorn, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang, Thomas Goldring: Handling Nominal Features in Anomaly Intrusion Detection Problems. RIDE 2005: 55-62
15		Justin Z. Zhan, LiWu Chang, Stan Matwin: Privacy Preserving K-nearest Neighbor Classification. I. J. Network Security 1(1): 46-51 (2005)
	2004
14		Justin Z. Zhan, LiWu Chang, Stan Matwin: Privacy-Preserving Multi-Party Decision Tree Induction. DBSec 2004: 341-355
13		Justin Z. Zhan, LiWu Chang, Stan Matwin: Bayesian Network Induction With Incomplete Private Data. ICEB 2004: 1119-1124
12		Justin Z. Zhan, Stan Matwin, Nathalie Japkowicz, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. ICEB 2004: 1172-1178
11		Emmanuel D. Pontikakis, Yannis Theodoridis, Achilleas A. Tsitsonis, LiWu Chang, Vassilios S. Verykios: A quantitative and qualitative ANALYSIS of blocking in association rule hiding. WPES 2004: 29-30
	2003
10		James Tracy, LiWu Chang, Ira S. Moskowitz: An Agent-Based Approach to Inference Prevention in Distributed Database Systems. International Journal on Artificial Intelligence Tools 12(3): 297-313 (2003)
	2002
9		LiWu Chang, Ira S. Moskowitz: A Study of Inference Problems in Distributed Databases. DBSec 2002: 191-204
8		James Tracy, LiWu Chang, Ira S. Moskowitz: An Agent-Based Approach to Inference Prevention in Distributed Database Systems. ICTAI 2002: 413-
7		Richard E. Newman, Ira S. Moskowitz, LiWu Chang, Murali M. Brahmadesam: A Steganographic Embedding Undetectable by JPEG Compatibility Steganalysis. Information Hiding 2002: 258-277
	2001
6		Ira S. Moskowitz, Myong H. Kang, LiWu Chang, Garth E. Longdon: Randomly roving agents for intrusion detection. DBSec 2001: 135-149
	2000
5		LiWu Chang, Ira S. Moskowitz: An Integrated Framework for Database Privacy Protection. DBSec 2000: 161-172
	1999
4		Ira S. Moskowitz, LiWu Chang: An Entropy-Based Framework for Database Inference. Information Hiding 1999: 405-418
	1998
3		LiWu Chang, Ira S. Moskowitz: Bayesian Methods to the Database Inference Problem. DBSec 1998: 237-251
2		LiWu Chang, Ira S. Moskowitz: Parsimonious Downgrading and Decision Trees Applied to the Inference Problem. Workshop on New Security Paradigms 1998: 82-89
	1997
1		LiWu Chang, Ira S. Moskowitz: Critical analysis of security in voice hiding techniques. ICICS 1997: 203-216

Coauthor Index

1	Murali M. Brahmadesam	[7]
2	Shu-Ching Chen	[16] [18] [21] [23] [24] [25] [26]
3	Thomas Goldring	[16]
4	Nathalie Japkowicz	[12]
5	Myong H. Kang	[6]
6	Indika Kuruppu-Appuhamilage	[16] [18]
7	Garth E. Longdon	[6]
8	Stan Matwin	[12] [13] [14] [15] [17] [19] [20] [22] [27] [28] [30] [31]
9	Ira S. Moskowitz	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10]
10	Richard E. Newman	[7]
11	Emmanuel D. Pontikakis	[11] [29]
12	Thiago Quirino	[23] [24] [25] [26]
13	Kanoksri Sarinnapakorn	[16] [21]
14	Mei-Ling Shyu	[16] [18] [21] [23] [24] [25] [26]
15	Yannis Theodoridis	[11] [29]
16	James Tracy	[8] [10]
17	Achilleas A. Tsitsonis	[11]
18	Vassilios S. Verykios	[11] [29]
19	Zongxing Xie	[23] [24] [25] [26]
20	Justin Z. Zhan	[12] [13] [14] [15] [17] [19] [20] [22] [27] [28] [30] [31]

Colors in the list of coauthors