BRBA: A Blocking-Based Association Rule Hiding Method

被引：0

作者：

Cheng, Peng ^{[1
,2
]}

Lee, Ivan ^{[3
]}

Li, Li ^{[1
]}

Tseng, Kuo-Kun ^{[2
]}

Pan, Jeng-Shyang ^{[2
]}

机构：

[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing, Peoples R China

[2] Harbin Inst Technol, Shenzhen Grad Sch, Harbin, Heilongjiang, Peoples R China

[3] Univ South Australia, Sch Informat Technol & Math Sci, Adelaide, SA, Australia

来源：

THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE | 2016年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Privacy preserving in association rule mining is an important research topic in the database security field. This paper has proposed a blocking-based method to solve the association rule hiding problem for data sharing. It aims at reducing undesirable side effects and increasing desirable side effects, while ensuring to conceal all sensitive rules. The candidate transactions are selected for sanitization based on their relations with border rules. Comparative experiments on real datasets demonstrate that the proposed method can achieve its goals.

引用

页码：4200 / 4201

页数：2

共 50 条

[21] Efficient method in association rule hiding for privacy preserving with data mining approach
Praveena K.
Sirisha G.
Babu S.S.
Rao P.S.
Ingenierie des Systemes d'Information, 2019, 24 (01): : 47 - 50
[22] ADMISSION CONTROL IN THE PRESENCE OF ARRIVAL FORECASTS WITH BLOCKING-BASED POLICY OPTIMIZATION
Murthy, Karthyek
Padmanabhan, Divya
Bhat, Satyanath
2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 2270 - 2281
[23] New Approach for Sensitive Association Rule Hiding
Zhang, Xiaoming
Qiao, Xi
2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 2, PROCEEDINGS,, 2009, : 710 - 714
[24] Information driven association rule hiding algorithms
Fovino, Igor Nai
Trombetta, Alberto
PROCEEDINGS OF THE 2008 1ST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, 2008, : 383 - +
[25] ASSOCIATION RULE HIDING OVER DATA STREAMS
Gunay, Ufuk
Gundem, Taflan Imre
INFORMATION TECHNOLOGY AND CONTROL, 2009, 38 (02): : 125 - 134
[26] Blocking-based simultaneous reachability analysis of asynchronous message-passing programs
Lei, Y
Tai, KC
13TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, PROCEEDINGS, 2002, : 316 - 326
[27] Algorithm For Hiding High Utility Sensitive Association Rule Based On Intersection Lattice
Vy Huynh Trieu
Chau Truong Ngoc
Hai Le Quoc
Nguyen Nguyen Si
2018 1ST INTERNATIONAL CONFERENCE ON MULTIMEDIA ANALYSIS AND PATTERN RECOGNITION (MAPR), 2018,
[28] Towards Association Rule Hiding Heuristics vs Border-based Approaches
Farea, Afrah
Karci, Ali
2015 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2015, : 1173 - 1178
[29] Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks
Yao, Kai-Lang
Li, Wu-Jun
PROCEEDINGS OF THE THIRTIETH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2021, 2021, : 3307 - 3313
[30] Sensitivity of blocking-based adaptive capacity control in a dynamic traffic network environment
Groskinsky, B
Medhi, D
PERFORMANCE AND CONTROL OF NETWORK SYSTEMS II, 1998, 3530 : 244 - 251

← 1 2 3 4 5 →