0000000000640183

AUTHOR

Apostolis Zarras

0000-0002-8480-6989

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Towards Automated Classification of Firmware Images and Identification of Embedded Devices

2017

Part 4: Operating System and Firmware Security; International audience; Embedded systems, as opposed to traditional computers, bring an incredible diversity. The number of devices manufactured is constantly increasing and each has a dedicated software, commonly known as firmware. Full firmware images are often delivered as multiple releases, correcting bugs and vulnerabilities, or adding new features. Unfortunately, there is no centralized or standardized firmware distribution mechanism. It is therefore difficult to track which vendor or device a firmware package belongs to, or to identify which firmware version is used in deployed embedded devices. At the same time, discovering devices tha…

sulautettu tietotekniikkaComputer scienceVendorvulnerability02 engineering and technologycomputer.software_genreSoftware020204 information systems0202 electrical engineering electronic engineering information engineering[INFO]Computer Science [cs]tietoturvadata securityhaavoittuvuusbusiness.industryFirmwareFingerprint (computing)020206 networking & telecommunicationsubiquitous computingRandom forestIdentification (information)koneoppiminenmachine learningEmbedded systemUser interfaceHardware_CONTROLSTRUCTURESANDMICROPROGRAMMINGbusinesscomputerPrivate network
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