Toxicity detection algorithms , originally designed for reactive content moderation systems, are being deployed into proactive end-user interventions to moderate content. Yet, there has been little critique on the use of these algorithms within this moderation paradigm. We conducted design workshops with four stakeholder groups , asking participants to embed a toxicity detection algorithm into an imagined mobile phone keyboard. This allowed us to critically explore how such algorithms could be used to proactively reduce the sending of toxic content. We found contextual factors such as platform culture and affordances, and scales of abuse, impacting on perceptions of toxicity and effectiveness of the system. We identify different types of end-users across a continuum of intention to send toxic messages, from unaware users, to those that are determined and organised. Finally, we highlight the potential for certain end-user groups to misuse these systems to validate their attacks, to gamify hate, and to manipulate algorithmic models to exacerbate harm.

Misinformation has become a regular occurrence in our lives with many different approaches being sought to address it. One effective way to combat misinformation is for trusted individuals (e.g., family members) to challenge the misinformed person. However, less is known about how these conversations between trusted individuals occur, and how they may impact on relationships. We look to address this gap by conducting semi-structured interviews with family members in the UK who have experienced misinformation within their family networks. We identify several barriers individuals face when challenging misinformed family members, such as the misinformed person’s personality and the extent that pre-conceptions influence beliefs. We also find individuals developing strategies to overcome these barriers, and to cope with difficulties that arise through these conversations. Despite technology being the main driver for misinformation spread, we find it has limitations when used to facilitate or mediate conversations for challenging misinformation between family members.

Phishing emails continue to be a major cause of cybersecurity breaches despite the development of technical measures designed to thwart these attacks. Most phishing studies have investigated desktop email platforms, but the use of mobile devices for email exchanges has soared in recent years, especially amongst young adults. In this paper, we explore how the digital platform (desktop vs. mobile) influences users' phish detection strategies. Twenty-one young adults (18-25 years) were asked to rate the legitimacy of emails using a live inbox test while using a think-aloud protocol on both platforms. Our results suggest that a lack of knowledge about key defence information on the mobile platform results in weak phish detection. We discuss the implications of these findings and offer design recommendations to support effective phish detection by smartphone users.

Older adults can struggle to access relevant community expertise when faced with new situations. One such situation is the number of cyberattacks they may face when interacting online. This paper reports on an initiative which recruited, trained, and supported older adults to become community cybersecurity educators (CyberGuardians), tasked with promoting cybersecurity best practice within their communities to prevent older adults falling victim to opportunistic cyberattacks. This initiative utilised an embedded peer-to-peer information dissemination strategy, rather than expert-to-citizen, facilitating the inclusion of individuals who would ordinarily be unlikely to seek cybersecurity information and thus may be vulnerable to cyberattacks. We report on ways the CyberGuardians used informal methods to create more aware communities, served as role models for behaviour change and indirectly improved their personal wellbeing. We discuss considerations for supporting CyberGuardians, including implications for sustainability and for replicating this model in other digital contexts, e.g., recognising misinformation or improving mental health.

Active aging technologies are increasingly designed to support an active lifestyle. However, the way in which they are designed can raise different barriers to acceptance of and use by older adults. Their designers can adopt a negative stereotype of aging. Thorough understanding of user requirements is central to this problem. This paper investigates user requirements for technologies that encourage an active lifestyle and provide older people with the means to self-manage their physical, mental, and emotional health. This requires consideration of the person and the sociotechnical context of use. We describe our work in collecting and analyzing older adults’ requirements for a technology which enables an active lifestyle. The main contribution of the paper is a model of user requirements for inclusive technology for older people.

Older adults are increasingly vulnerable to cybersecurity attacks and scams. Yet we know relatively little about their understanding of cybersecurity, their information-seeking behaviours, and their trusted sources of information and advice in this domain. We conducted 22 semi-structured interviews with community-dwelling older adults in order to explore their cybersecurity information seeking behaviours. Following a thematic analysis of these interviews, we developed a cybersecurity information access framework that highlights shortcomings in older adults' choice of information resources. Specifically, we find that older users prioritise social resources based on availability, rather than cybersecurity expertise, and that they avoid using the Internet for cybersecurity information searches despite using it for other domains. Finally, we discuss the design of cybersecurity information dissemination strategies for older users, incorporating favoured sources such as TV adverts and radio programming.

A number of interventions exist to support older adults in ageing well and these typically involve support for an active and sociable ageing process. We set out to examine the privacy implications of an intervention that would monitor mobility and share lifestyle and health data with a community of trusted others. We took a privacy-by-design approach to the system in the early stages of its development, working with older adults to firstly understand their networks of trust and secondly understand their privacy concerns should information be exchanged across that network. We used a Johari Windows framework in the thematic analysis of our data, concluding that the social sharing of information in later life carried significant risk. Our participants worried about the social signaling associated with data sharing and were cautious about a system that had the potential to disrupt established networks.

Mobile devices offer a common platform for both leisure and work-related tasks, but this has resulted in a blurred boundary between home and work. In this paper, we explore the security implications of this blurred boundary, both for the worker and the employer. Mobile workers may not always make optimal security-related choices when “on the go” and more impulsive individuals may be particularly affected as they are considered more vulnerable to distraction. In this study, we used a task scenario, in which 104 users were asked to choose a wireless network when responding to work demands while out of the office. Eye-tracking data was obtained from a subsample of 40 of these participants in order to explore the effects of impulsivity on attention. Our results suggest that impulsive people are more frequent users of public devices and networks in their day-to-day interactions and are more likely to access their social networks on a regular basis. However, they are also likely to make risky decisions when working on-the-go, processing fewer features before making those decisions. These results suggest that those with high impulsivity may make more use of the mobile Internet options for both work and private purposes, but they also show attentional behavior patterns that suggest they make less considered security-sensitive decisions. The findings are discussed in terms of designs that might support enhanced deliberation, both in the moment and also in relation to longer term behaviors that would contribute to a better work–life balance.

This paper outlines the design and evaluation of a haptic interface intended to convey non audio-visual directions to an ATM (Automated Teller Machine) user. The haptic user interface is incorporated into an ATM test apparatus on the keypad. The system adopts a well known 'clock face' metaphor and is designed to provide haptic prompts to the user in the form of directions to the current active device, e.g. card reader or cash dispenser. Results of an evaluation of the device are reported that indicate that users with varying levels of visual impairment are able to appropriately detect, distinguish and act on the prompts given to them by the haptic keypad. As well as reporting on how participants performed in the evaluation we also report the results of a semi structured interview designed to find out how acceptable participants found the technology for use on a cash machine. As a further contribution the paper also presents observations on how participants place their hands on the haptic device and compare this with their performance.

Graphical authentication systems typically claim to be more usable than PIN or password-based systems, but these claims often follow limited, single-stage paradigm testing on a young, student population. We present a more demanding test paradigm in which multiple codes are learned and tested over a three-week period. We use this paradigm with two user populations, comparing the performance of younger and older adults. We first establish baseline performance in a study in which populations of younger and older adults learn PIN codes and we follow this with a second study in which younger and older adults use two face-based graphical authentication systems employing young faces vs. old faces as code components. As expected, older adults show relatively poor performance when compared to younger adults, irrespective of the authentication material, but this age-related deficit can be markedly reduced by the introduction of age-appropriate faces. We conclude firstly that this paradigm provides a good basis for the future evaluation of memory-based authentication systems and secondly that age-appropriate face-based authentication is viable in the security marketplace.

This paper presents a method and results of an ethnographic study aimed at building an understanding of Automatic Teller Machine (ATM) adoption in Mumbai, India. The study combined field observations and semi-structured interviews (N=43) of early ATM adopters, bank customers who do not use ATMs, and people who used the ATM for the first time as part of our research. Data were analysed to identify specific cultural traits that may affect the adoption of ATMs in urban India. Results demonstrated the unique role of the cultural context in affecting users' expectations and behavioural possibilities, thus determining people's response to the machine. This led to the conclusion that an understanding of cultural biases and metaphors can facilitate technology diffusion and acceptance informing design localisation and supporting the development of strategies to motivate and train users.

This paper describes some of the consumer-driven usability research conducted by NCR Self Service Strategic Solutions in the development of an understanding of usability and user acceptance of leading-edge biometrics verification techniques. We discuss biometric techniques in general and focus upon the usability phases and issues, associated with iris verification technology at the Automated Teller Machine (ATM) user interface. The paper concludes with a review of some of the major research issues encountered, and an outline of future work in the area.

This paper addresses knowledge-based authentication systems in self-service technology, presenting the design and evaluation of the Visual Identification Protocol (VIP). The basic idea behind it is to use pictures instead of numbers as a means for user authentication. Three different authentication systems based on images and visual memory were designed and compared with the traditional Personal Identification Number (PIN) approach in a longitudinal study involving 61 users. The experiment addressed performance criteria and subjective evaluation. The study and associated design exploration revealed important knowledge about users, their attitudes towards and behaviour with novel authentication approaches using images. VIP was found to provide a promising and easy-to-use alternative to the PIN. The visual code is easier to remember, preferred by users and potentially more secure than the numeric code. Results also provided guidelines to help designers make the best use of the natural power of visual memory in security solutions.

Automated teller machines (ATMs) are a classic example of ubiquitous computing as they pervade our everyday life and, for many, are typical artifacts of convenient, modern living. More important, most people are unaware that in using an ATM they are connected via a computer to a powerful network. Through our research reported within this article, we examine the user acceptance and usability aspects of a novel, "contactless" ATM. This prototype ATM has iris identification, speech recognition, speech synthesis, and communication to a user's personal digital assistant (PDA). In this article, we describe our experiences of and explorations with "Stella," a contactless ATM. First, we briefly discuss the background to the study in terms of technology and trends, and then overview previous usability research in the area. We report our findings from a cognitive walkthrough, the heuristic review of the prototype, focus groups, and a user trial. These results underline the need for multiple evaluation methods for novel concepts. In general, from the findings of this work, consumers believe that speech is a technology that will create more usable applications, even when faced with the relative failure of current technology to live up to their expectations or fulfill their practical needs. People are often initially resistant to the concept of iris identification and the PDA interaction, yet basic experience with a usable prototype quickly overcame people's reservations. Finally, we outline some of the underlying challenges facing voice-based interaction approaches to this form of ubiquitous, public self-service computing.