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Chad Williams
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Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness
B Mobasher, R Burke, R Bhaumik, C Williams
ACM Transactions on Internet Technology (TOIT) 7 (4), 23-es, 2007
5512007
Classification features for attack detection in collaborative recommender systems
R Burke, B Mobasher, C Williams, R Bhaumik
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
2802006
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ...
Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006
203*2006
Defending recommender systems: detection of profile injection attacks
CA Williams, B Mobasher, R Burke
Service Oriented Computing and Applications 1 (3), 157-170, 2007
1762007
An automated GPS-based prompted recall survey with learning algorithms
J Auld, C Williams, A Mohammadian, P Nelson
Transportation Letters 1 (1), 59-79, 2009
1722009
Effective attack models for shilling item-based collaborative filtering systems
B Mobasher, R Burke, R Bhaumik, C Williams
Proceedings of the WebKDD Workshop, 13-23, 2005
1602005
Segment-based injection attacks against collaborative filtering recommender systems
R Burke, B Mobasher, R Bhaumik, C Williams
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
1052005
Analysis and detection of segment-focused attacks against collaborative recommendation
B Mobasher, R Burke, C Williams, R Bhaumik
International Workshop on Knowledge Discovery on the Web, 96-118, 2005
922005
Securing collaborative filtering against malicious attacks through anomaly detection
R Bhaumik, C Williams, B Mobasher, R Burke
Proceedings of the 4th workshop on intelligent techniques for web …, 2006
892006
Detecting profile injection attacks in collaborative recommender systems
R Burke, B Mobasher, C Williams, R Bhaumik
The 8th IEEE International Conference on E-Commerce Technology and The 3rd …, 2006
782006
Detection of obfuscated attacks in collaborative recommender systems
C Williams, B Mobasher, R Burke, J Sandvig, R Bhaumik
Proceedings of the ECAI’06 Workshop on Recommender Systems 94, 2006
702006
Urban travel route and activity choice survey: internet-based prompted-recall activity travel survey using global positioning system data
MZ Frignani, J Auld, A Mohammadian, C Williams, P Nelson
Transportation research record 2183 (1), 19-28, 2010
542010
Detecting profile injection attacks in collaborative filtering: a classification-based approach
CA Williams, B Mobasher, R Burke, R Bhaumik
International Workshop on Knowledge Discovery on the Web, 167-186, 2006
452006
Profile injection attack detection for securing collaborative recommender systems
C Williams, B Mobasher
DePaul University CTI Technical Report, 1-47, 2006
402006
Raspberry Pi as a platform for the Internet of things projects: Experiences and lessons
S Kurkovsky, C Williams
Proceedings of the 2017 ACM Conference on Innovation and Technology in …, 2017
312017
The impact of attack profile classification on the robustness of collaborative recommendation
C Williams, R Bhaumik, R Burke, B Mobasher
Proceedings of the 2006 WebKDD Workshop, held at ACM SIGKDD Conference on …, 2006
242006
Teaching programming concepts to elementary students
C Williams, E Alafghani, A Daley, K Gregory, M Rydzewski
2015 IEEE Frontiers in Education Conference (FIE), 1-9, 2015
132015
Collaborative recommendation vulnerability to focused bias injection attacks
R Burke, B Mobasher, R Bhaumik, C Williams
International Conference on Data Mining: Workshop on Privacy and Security …, 2005
122005
Results of the utracs internet-based prompted recall gps activity-travel survey for the Chicago region
J Auld, MZ Frignani, C Williams, AK Mohammadian
Lisbon, Portugal, July, 11-15, 2010
102010
A data mining approach to rapidly learning traveler activity patterns for mobile applications
CA Williams
University of Illinois at Chicago, 2010
92010
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