Zobrazeno 1 - 10
of 61
pro vyhledávání: '"Just, Mike"'
Machine learning is increasingly used for intrusion detection in IoT networks. This paper explores the effectiveness of using individual packet features (IPF), which are attributes extracted from a single network packet, such as timing, size, and sou
Externí odkaz:
http://arxiv.org/abs/2406.07578
Previous research on behaviour-based attack detection on networks of IoT devices has resulted in machine learning models whose ability to adapt to unseen data is limited, and often not demonstrated. In this paper we present an approach for modelling
Externí odkaz:
http://arxiv.org/abs/2401.01343
In the era of rapid IoT device proliferation, recognizing, diagnosing, and securing these devices are crucial tasks. The IoTDevID method (IEEE Internet of Things 2022) proposes a machine learning approach for device identification using network packe
Externí odkaz:
http://arxiv.org/abs/2307.08679
Device identification is one way to secure a network of IoT devices, whereby devices identified as suspicious can subsequently be isolated from a network. In this study, we present a machine learning-based method, IoTDevID, that recognizes devices th
Externí odkaz:
http://arxiv.org/abs/2102.08866
Mixer services purportedly remove all connections between the input (deposited) Bitcoins and the output (withdrawn) mixed Bitcoins, seemingly rendering taint analysis tracking ineffectual. In this paper, we introduce and explore a novel tracking stra
Externí odkaz:
http://arxiv.org/abs/2009.14007
Since the creation of Bitcoin, transaction tracking is one of the prominent means for following the movement of Bitcoins involved in illegal activities. Although every Bitcoin transaction is recorded in the blockchain database, which is transparent f
Externí odkaz:
http://arxiv.org/abs/1906.05754
Publikováno v:
In Computers & Security January 2023 124
Publikováno v:
In Forensic Science International: Digital Investigation October-December 2022 42-43
Publikováno v:
In Research in Autism Spectrum Disorders August 2022 96
Publikováno v:
In Computers & Security October 2021 109