title: Good vibrations: artificial ambience-based relay attack detection

authors: Gurulian, Iakovos

subjects: computer science

abstract: Relay attacks are passive man in the middle attacks, aiming to extend the physical distance of devices involved in a transaction beyond their operating environment, within the restricted time-frame. In the field of smartphones, proposals have been put forward suggesting sensing the natural ambient environment as an effective Proximity and Relay Attack Detection (PRAD) mechanism. However, these proposals are not in compliance with industry imposed constraints (e.g. EMV and ITSO) mandating that transactions should complete within a certain time-frame (e.g. 500ms for EMV contactless transactions). The generation of an artificial ambient environment (AAE) using peripherals of the transaction devices has shown positive results when using infrared light as an AAE actuator. In this paper we propose the use of vibration as an alternative AAE actuator. We empirically evaluated the effectiveness of the proposed solution as a PRAD mechanism on an experimental test-bed that we deployed. A total of 36,000 genuine and relay attack transaction pairs were analysed using well-known machine learning algorithms. The results of our analysis indicate that the proposed solution is highly effective.

text: Good vibrations: artificial ambience-based relay attack detection Relay attacks are passive man in the middle attacks, aiming to extend the physical distance of devices involved in a transaction beyond their operating environment, within the restricted time-frame. In the field of smartphones, proposals have been put forward suggesting sensing the natural ambient environment as an effective Proximity and Relay Attack Detection (PRAD) mechanism. However, these proposals are not in compliance with industry imposed constraints (e.g. EMV and ITSO) mandating that transactions should complete within a certain time-frame (e.g. 500ms for EMV contactless transactions). The generation of an artificial ambient environment (AAE) using peripherals of the transaction devices has shown positive results when using infrared light as an AAE actuator. In this paper we propose the use of vibration as an alternative AAE actuator. We empirically evaluated the effectiveness of the proposed solution as a PRAD mechanism on an experimental test-bed that we deployed. A total of 36,000 genuine and relay attack transaction pairs were analysed using well-known machine learning algorithms. The results of our analysis indicate that the proposed solution is highly effective.

year: 2018

title: Time varying risk aversion and its connectedness: Evidence from cryptocurrencies

authors: Corbet, Shaen

subjects: cryptocurrencies

abstract: Changing patterns of risk aversion may follow a non-linear counter-cyclical process. However, the evidence so far has not considered developing cryptocurrency markets. Given some unique features of cryptocurrencies, it is interesting to distinguish how these assets differ from traditional products. This paper investigates the time effects of periodicity on risk aversion for a selection of major cryptocurrencies compared to major financial assets. Significant periodic time-varying patterns are identified when analysing risk aversion. Further, bilateral and bidirectional Granger causalities are identified within cryptocurrencies, as well as between cryptocurrencies and traditional financial assets. Bitcoin is identified as a leading information transmitter of the spillover of risk aversion upon other cryptocurrencies, while estimated risk aversion of traditional financial markets plays a dominant role in the spillover processes upon the cryptocurrency cluster. The latter finding presents further evidence of developing cryptocurrency market maturity. The COVID-19 pandemic is found to have significantly influenced the connectedness of risk aversion among cryptocurrency and traditional financial markets.

text: Time varying risk aversion and its connectedness: Evidence from cryptocurrencies Changing patterns of risk aversion may follow a non-linear counter-cyclical process. However, the evidence so far has not considered developing cryptocurrency markets. Given some unique features of cryptocurrencies, it is interesting to distinguish how these assets differ from traditional products. This paper investigates the time effects of periodicity on risk aversion for a selection of major cryptocurrencies compared to major financial assets. Significant periodic time-varying patterns are identified when analysing risk aversion. Further, bilateral and bidirectional Granger causalities are identified within cryptocurrencies, as well as between cryptocurrencies and traditional financial assets. Bitcoin is identified as a leading information transmitter of the spillover of risk aversion upon other cryptocurrencies, while estimated risk aversion of traditional financial markets plays a dominant role in the spillover processes upon the cryptocurrency cluster. The latter finding presents further evidence of developing cryptocurrency market maturity. The COVID-19 pandemic is found to have significantly influenced the connectedness of risk aversion among cryptocurrency and traditional financial markets.

year: 2024

title: Grounding our collective Talanoa, Enabling open conversations

authors: Fa'avae, David Taufui Mkiato

abstract: As co-editors in this special issue of the Waikato Journal of Education (WJE), we share our talanoa thoughts and open conversations from the University of Waikato in Kirikiriroa (Hamilton), a place and space that has a special relationship with Waikato-Tainui and the Kīngitanga. We acknowledge our ties with Māori as tangata moana (people of the ocean), noting the past as well as the existing vā connections between the Kīngitanga and other Pacific peoples and leaders, including the House of Tupou, the royal family of Tonga. We are also mindful of our responsibility to honour Te Tiriti and to the honouring of tangata whenua and their mana whenua. At the same time, we embrace the ancestral connections between Māori and Pacific people through shared common heritages (Te Punga Somerville, 2012), of voyaging, wayfinding, knowledge and ako by which they settled Moananuiākea (the Hawaiian term for the Pacific Ocean) in one of “the greatest feats in human history” (Hawaii State Legislature, 2021, n.p.). We hope this volume honours those relationships and our shared whakapapa, whanaungatanga, and kaupapa.

text: Grounding our collective Talanoa, Enabling open conversations As co-editors in this special issue of the Waikato Journal of Education (WJE), we share our talanoa thoughts and open conversations from the University of Waikato in Kirikiriroa (Hamilton), a place and space that has a special relationship with Waikato-Tainui and the Kīngitanga. We acknowledge our ties with Māori as tangata moana (people of the ocean), noting the past as well as the existing vā connections between the Kīngitanga and other Pacific peoples and leaders, including the House of Tupou, the royal family of Tonga. We are also mindful of our responsibility to honour Te Tiriti and to the honouring of tangata whenua and their mana whenua. At the same time, we embrace the ancestral connections between Māori and Pacific people through shared common heritages (Te Punga Somerville, 2012), of voyaging, wayfinding, knowledge and ako by which they settled Moananuiākea (the Hawaiian term for the Pacific Ocean) in one of “the greatest feats in human history” (Hawaii State Legislature, 2021, n.p.). We hope this volume honours those relationships and our shared whakapapa, whanaungatanga, and kaupapa.

year: 2021