39,140 research outputs found
BitTorrent Sync: First Impressions and Digital Forensic Implications
With professional and home Internet users becoming increasingly concerned
with data protection and privacy, the privacy afforded by popular cloud file
synchronisation services, such as Dropbox, OneDrive and Google Drive, is coming
under scrutiny in the press. A number of these services have recently been
reported as sharing information with governmental security agencies without
warrants. BitTorrent Sync is seen as an alternative by many and has gathered
over two million users by December 2013 (doubling since the previous month).
The service is completely decentralised, offers much of the same
synchronisation functionality of cloud powered services and utilises encryption
for data transmission (and optionally for remote storage). The importance of
understanding BitTorrent Sync and its resulting digital investigative
implications for law enforcement and forensic investigators will be paramount
to future investigations. This paper outlines the client application, its
detected network traffic and identifies artefacts that may be of value as
evidence for future digital investigations.Comment: Proc. of Digtial Forensics Research Workshop (DFRWS EU 2014
Correlations between hidden units in multilayer neural networks and replica symmetry breaking
We consider feed-forward neural networks with one hidden layer, tree
architecture and a fixed hidden-to-output Boolean function. Focusing on the
saturation limit of the storage problem the influence of replica symmetry
breaking on the distribution of local fields at the hidden units is
investigated. These field distributions determine the probability for finding a
specific activation pattern of the hidden units as well as the corresponding
correlation coefficients and therefore quantify the division of labor among the
hidden units. We find that although modifying the storage capacity and the
distribution of local fields markedly replica symmetry breaking has only a
minor effect on the correlation coefficients. Detailed numerical results are
provided for the PARITY, COMMITTEE and AND machines with K=3 hidden units and
nonoverlapping receptive fields.Comment: 9 pages, 3 figures, RevTex, accepted for publication in Phys. Rev.
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