A simple shill bidding agent
Trevathan, Jarrod, and Read, Wayne (2007) A simple shill bidding agent. In: Proceedings of the Fourth International Conference on Information Technology: New Generations (4), pp. 766-771. From: ITNG 2007 4th International Conference on Information Technology : New Generations, 2-4 April 2007, Las Vegas, Nevada, USA.
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Shill bidding is where fake bids are introduced into an auction to drive up the final price for the seller, thereby defrauding legitimate bidders. Although shill bidding is strictly forbidden in online auctions such as eBay, it is still a major problem. This paper presents a software bidding agent that follows a shill bidding strategy. The malicious bidding agent was constructed to aid in developing shill detection techniques. The agent incrementally increases an auction's price, forcing legitimate bidders to submit higher bids in order to win the item. The agent ceases bidding when the desired profit from shilling has been attained, or in the case that it is too risky to continue bidding without winning the auction. The agent's ability to inflate the price has been tested in a simulated marketplace and experimental results are presented. This is the first documented bidding agent that perpetrates auction fraud. We do not condone the use of the agent outside the scope of this research.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|Keywords:||online auction fraud; shill bidding; software bidding agents; simulated auctions; artificial intelligence|
|Date Deposited:||13 May 2009 02:05|
|FoR Codes:||08 INFORMATION AND COMPUTING SCIENCES > 0804 Data Format > 080499 Data Format not elsewhere classified @ 100%|
|SEO Codes:||89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%|
|Citation Count from Web of Science||