2013 IEEE 29th International Conference on Data Engineering (ICDE) (2010)
Long Beach, CA, USA
Mar. 1, 2010 to Mar. 6, 2010
Kyriakos Mouratidis , School of Information Systems, Singapore Management University, 80 Stamford Road, Singapore 178902
Yimin Lin , School of Information Systems, Singapore Management University, 80 Stamford Road, Singapore 178902
Man Lung Yiu , Department of Computing, Hong Kong Polytechnic University, Hung Hom, Hong Kong
Shortest path search in transportation networks is unarguably one of the most important online search services nowadays (e.g., Google Maps, MapQuest, etc), with applications spanning logistics, spatial optimization, or everyday driving decisions. Often times, the owner of the road network data (e.g., a transport authority) provides its database to third-party query services, which are responsible for answering shortest path queries posed by their clients. The issue arising here is that a query service might be returning sub-optimal paths either purposely (in order to serve its own purposes like computational savings or commercial reasons) or because it has been compromised by Internet attackers who falsify the results. Therefore, for the above applications to succeed, it is essential that each reported path is accompanied by a proof, which allows clients to verify the path's correctness. This is the first study on shortest path verification in outsourced network databases. We propose the concept of authenticated hints, which is used to reduce the size of the proofs. We develop several authentication techniques and quantify their tradeoffs with respect to offline construction cost and proof size. Experiments on real road networks demonstrate that our solutions are indeed efficient and lead to compact query proofs.
Kyriakos Mouratidis, Yimin Lin, Man Lung Yiu, "Efficient verification of shortest path search via authenticated hints", 2013 IEEE 29th International Conference on Data Engineering (ICDE), vol. 00, no. , pp. 237-248, 2010, doi:10.1109/ICDE.2010.5447914