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Unifying metadata-based storage reconstruction and carving with LAYR

  • Storage resources are usually organized in abstraction layers in computing systems where higher level storage (e.g. files or file systems) is constructed from lower level storage (e.g. disk volumes). Many forensic storage reconstruction techniques exist that gather data at lower layers and interpret this data to reconstruct higher layers. On the one hand, there are metadata-based reconstruction techniques that interpret metadata structures to precisely reconstruct upper layer content. On the other hand, there are pattern-based techniques (carving) that focus mainly on deleted files that cannot be reconstructed by other methods. Instances resembling the former approach are Carrier's The Sleuth Kit (TSK) as well as many commercial tools, while the latter approach is used by file carvers like Foremost and Scalpel. Based on a formalization of storage abstraction layers, we show that all these techniques can be unified within a modular reconstruction framework. We define compositionStorage resources are usually organized in abstraction layers in computing systems where higher level storage (e.g. files or file systems) is constructed from lower level storage (e.g. disk volumes). Many forensic storage reconstruction techniques exist that gather data at lower layers and interpret this data to reconstruct higher layers. On the one hand, there are metadata-based reconstruction techniques that interpret metadata structures to precisely reconstruct upper layer content. On the other hand, there are pattern-based techniques (carving) that focus mainly on deleted files that cannot be reconstructed by other methods. Instances resembling the former approach are Carrier's The Sleuth Kit (TSK) as well as many commercial tools, while the latter approach is used by file carvers like Foremost and Scalpel. Based on a formalization of storage abstraction layers, we show that all these techniques can be unified within a modular reconstruction framework. We define composition operators that allow to precisely express complex reconstruction tasks that involve both metadata-based and pattern-based techniques and allow to combine their respective strengths seamlessly in forensic analysis. We present LAYR, an implementation of our approach and show that it can automatically and reliably combine different reconstruction approaches.show moreshow less

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Metadaten
Author:Janine SchneiderGND, Hans-Peter Deifel, Stefan Milius, Felix Freiling
URN:urn:nbn:de:bvb:384-opus4-1294002
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/129400
ISSN:2666-2817OPAC
Parent Title (English):Forensic Science International: Digital Investigation
Publisher:Elsevier
Place of publication:Amsterdam
Type:Article
Language:English
Year of first Publication:2020
Publishing Institution:Universität Augsburg
Release Date:2026/03/27
Volume:33
Issue:Supplement
First Page:301006
DOI:https://doi.org/10.1016/j.fsidi.2020.301006
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Informatik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Cybersicherheit
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):CC-BY-NC-ND 4.0: Creative Commons: Namensnennung - Nicht kommerziell - Keine Bearbeitung