Proceedings of the 10th ACM Conference on Computer and Communications Security 2003
DOI: 10.1145/948109.948131
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Print signatures for document authentication

Abstract: We present a novel solution for authenticating printed paper documents by utilizing the inherent non-repeatable randomness existing in the printing process. For a document printed by a laser-printer, we extract the unique features of the nonrepeatable print content for each copy. The shape profiles of this content are used as the feature to represent the uniqueness of that particular printed copy. These features along with some important document content is then captured as the print signature. We present theo… Show more

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Cited by 60 publications
(30 citation statements)
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References 7 publications
(6 reference statements)
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“…In practical applications, however, the detection of the orientation becomes more challenging with increasing orientation directions, especially at high array frequencies (i.e., smaller cell sizes). 3 In the rest of the paper, we, therefore, restrict our attention to binary modulation where the dots are oriented along two orthogonal directions.…”
Section: B Data Encoding In Individual Colorant Channels: Arrays Of mentioning
confidence: 99%
See 1 more Smart Citation
“…In practical applications, however, the detection of the orientation becomes more challenging with increasing orientation directions, especially at high array frequencies (i.e., smaller cell sizes). 3 In the rest of the paper, we, therefore, restrict our attention to binary modulation where the dots are oriented along two orthogonal directions.…”
Section: B Data Encoding In Individual Colorant Channels: Arrays Of mentioning
confidence: 99%
“…For instance, in personal IDs, driving licenses and passports, high capacity can enable the encoding of a sample speech signal, a picture, or other identifying personal information which in turn may be used to establish authenticity of the printed document and/or the identity of the user. Particular examples proposed in the literature include identification cards based upon biometrics [2] and print signatures for document authentication [3]. Similarly, in a document workflow application high capacity barcodes offer an attractive mechanism for improving scanned image quality-where the barcode can be utilized to store the additional information for improving the image quality [4].…”
mentioning
confidence: 99%
“…Zhu et al focus on identifying "non-repeatable randomness existing in the printing process" [2]. They generate a fingerprint from the random ink splatter that occurs around the edges of any features printed on a page.…”
Section: Related Workmentioning
confidence: 99%
“…Previous systems lack one or more of these properties. For example, Laser Surface Authentication [1] requires a costly laser microscope to image paper texture, while the technique proposed by Zhu et al [2], which focuses on ink splatter caused by randomness in the printing process, requires the paper to be printed with known content prior to fingerprinting. We discuss these and other related work in Section 2.…”
Section: Introduction and Roadmapmentioning
confidence: 99%
“…On the other hand, each pattern generated by random processes is a feature not replicable that can be exploited for hylemetric identification (Melen, 1999;Zhu et al, 2003).…”
Section: Introduction To Hylemetrymentioning
confidence: 99%