Publication Type
Conference Proceeding Article
Version
publishedVersion
Publication Date
6-2010
Abstract
Web advertisers prefer the cost-per-action (CPA) advertisement model whereby an advertiser pays a web publisher according to the actual amount of transactions, rather than the volume of advertisement clicks. The main obstacle for a wide deployment of this model is the deflation fraud. Namely, a dishonest advertiser under-reports the transaction count in order to discharge less. In this paper, we present a mechanism to detect such a fraud using a hybrid of cryptography and probability tools. With the assistance from a small number of users, the publisher can detect deflation fraud with a success probability growing exponentially with the fraud amount, and can estimate the amount of frauds. Our scheme is amiable to both the advertiser and the users because the existing transaction model remains unchanged. It is also efficient and scalable as the incurred communication, computation and storage costs are independent of the number of transactions.
Discipline
E-Commerce | Information Security
Research Areas
Information Security and Trust
Publication
Applied cryptography and network security: 8th International Conference, ACNS 2010, Beijing, China, June 22-25: Proceedings
Volume
6123
First Page
545
Last Page
562
ISBN
9783642137082
Identifier
10.1007/978-3-642-13708-2_32
Publisher
Springer
City or Country
Berlin
Citation
DING, Xuhua.
A Hybrid Method to Detect Deflation Fraud in Cost-Per-Action Online Advertising. (2010). Applied cryptography and network security: 8th International Conference, ACNS 2010, Beijing, China, June 22-25: Proceedings. 6123, 545-562.
Available at: https://ink.library.smu.edu.sg/sis_research/1309
Copyright Owner and License
Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1007/978-3-642-13708-2_32