Sustainable Medicine is based on the premise that twenty-first century Western medicine--driven by vested interests--is failing to address the root causes of disease. Symptom-suppressing medication and "polypharmacy" have resulted in an escalation of disease and a system of so-called "health care," which more closely resembles "disease care." In this essential book, Dr. Sarah Myhill aims to empower people to heal themselves by addressing the underlying causes of their illness. She presents a logical progression from identifying symptoms, to understanding (...) the underlying mechanisms, to relevant interventions and tests and tools with which to tackle the root causes. As Myhill writes, "It's all about asking the question 'why?'" Sustainable Medicine covers a wide range of symptoms including inflammation (infection, allergy, autoimmunity), fatigue, pain, toxic symptoms, deficiency symptoms, and hormonal symptoms. And Dr. Myhill includes a toolbox of treatments for specific illnesses and ailments, as well as a general approach to avoiding and treating all disease. Finally, she offers a series of case histories to show how people have successfully taken control of their health and healed even in the face of the most discouraging symptoms--all without the harmful interventions of 21st century Western medicine. (shrink)

Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub‐tasks to work on in parallel. Underlying the human ability to collaborate is theory‐of‐mind (ToM), the ability to infer the hidden mental states that drive others to act. Here, we develop Bayesian Delegation, a decentralized multi‐agent learning mechanism with these abilities. Bayesian Delegation enables agents to rapidly infer the hidden intentions of others by inverse planning. (...) We test Bayesian Delegation in a suite of multi‐agent Markov decision processes inspired by cooking problems. On these tasks, agents with Bayesian Delegation coordinate both their high‐level plans (e.g., what sub‐task they should work on) and their low‐level actions (e.g., avoiding getting in each other's way). When matched with partners that act using the same algorithm, Bayesian Delegation outperforms alternatives. Bayesian Delegation is also a capable ad hoc collaborator and successfully coordinates with other agent types even in the absence of prior experience. Finally, in a behavioral experiment, we show that Bayesian Delegation makes inferences similar to human observers about the intent of others. Together, these results argue for the centrality of ToM for successful decentralized multi‐agent collaboration. (shrink)

"One of the most careful and intensive among the introductory texts that can be used with a wide range of students. It builds remarkably sophisticated technical skills, a good sense of the nature of a formal system, and a solid and extensive background for more advanced work in logic.... The emphasis throughout is on natural deduction derivations, and the text's deductive systems are its greatest strength. Lemmon's unusual procedure of presenting derivations before truth tables is very effective." --Sarah Stebbins, (...) The Journal of Symbolic Logic. (shrink)

This is a contribution to the symposium on Herman Cappelen’s book Fixing Language. Cappelen proposes a metasemantic framework—the “Austerity Framework”—within which to understand the general phenomenon of conceptual engineering. The proposed framework is austere in the sense that it makes no reference to concepts. Conceptual engineering is then given a “worldly” construal according to which conceptual engineering is a process that operates on the world. I argue, contra Cappelen, that an adequate theory of conceptual engineering must make reference to concepts. (...) This is because concepts are required to account for topic continuity, a phenomenon which lies at the heart of projects in conceptual engineering. I argue that Cappelen’s own account of topic continuity is inadequate as a result of the austerity of his metasemantic framework, and that his worldly construal of conceptual engineering is untenable. (shrink)

In his recent book, Frame It Again: New Tools for Rational Decision-Making, J. L. Bermúdez argues that it can be rational to evaluate the same thing differently when it is described using alternati...

Discussion of the role which religious experience can play in warranting theistic belief has received a great deal of attention within contemporary philosophy of religion. By contrast, the relationship between experience and atheistic belief has received relatively little focus. Our aim in this paper is to begin to remedy that neglect. In particular, we focus on the hitherto under-discussed question of whether experiences of God’s absence can provide positive epistemic status for a belief in God’s nonexistence. We argue that there (...) is good reason to accept an epistemic parity between experiences of God’s presence and experiences of God’s absence. (shrink)

Since its introduction in the 1980s, futility as a concept has held contested meaning and applications throughout medicine. There has been little discussion within the psychiatric literature about the use of futility in the care of individuals experiencing severe and persistent mental illness (SPMI), despite some tacit acceptance that futility may apply in certain cases of psychiatric illness. In this paper, we explore the literature surrounding futility and argue that its connotation within medicine is to describe situations where patients (or (...) their substitute decision-makers) believe that interventions will almost certainly provide no meaningful benefit. We then provide two arguments in support of the use of futility within the care of individuals experiencing SPMI: that some SPMI can be considered a terminal illness, and that the risk-benefit ratio is a dynamic entity such that futility can help describe what Gillett calls the ‘risk of unacceptable badness’ when it comes to considering how an intervention might impact a patient’s quality of life. We posit that capacity should not pose an obstacle to declaring futility when caring for individuals experiencing SPMI and explain how futility is not antithetical to recovery in mental health. Finally, we describe how using futility within psychiatric practice can allow for a reorientation of care by signalling the need to shift to a palliative approach. (shrink)

How fragile is our knowledge of morality, compared to other kinds of knowledge? Does knowledge of the difference between right and wrong fundamentally differ from knowledge of other kinds? Sarah McGrath offers new answers to these questions as she explores the possibilities, sources and characteristic vulnerabilities of moral knowledge.

ABSTRACT The political works of Adam Blackwood offer a powerful defence of absolute monarchy, and one which explicitly sets political power within a religious framework. Critiquing the resistance theories of his contemporaries, Blackwood was sceptical about the political value of natural law and of any appeal to popular sovereignty, at least in contemporary Europe. Blackwood was deeply troubled by the way Christianity was being used to justify resistance, often in Protestant texts that aligned Christianity and natural law, and he insisted (...) that true Christianity taught obedience. Though he has often been likened to his contemporary Jean Bodin, a closer examination of Blackwood’s writing reveals significant differences, especially on the linked issues of natural law, the value of historical argument, and religion. For Blackwood, sovereign power in general had to be underpinned by religion, the one constant in a world of diverse and mutable social practices, and its particular, local manifestation had to be understood historically, as the product of conquest and force. Aware of the potential tensions between Catholic Christianity and monarchical authority, Blackwood also developed a distinctive piety in an attempt to bolster the alliance he advocated between religious and political authority. (shrink)

Over the past decade land has again moved to the centre of resource conflicts, agrarian struggles, and competing visions over the future of food and farming. This renewed interest in land necessitates asking the seemingly simple, but pertinent, question ‘whatisland?’ To reach a more profound understanding of the uniqueness of land, and what distinguishes land from other resources, this symposium suggests the notion of ‘land imaginaries’ as a crucial lens in the study of current land transformations. Political-economy, and the particular (...) economic, financial, or political interests of various actors involved in land projects do not directly result in, or translate into, outcomes, such as dispossession and enclosure, increased commodification, financialization, and assetization, or mobilization and resistance. All these processes are informed by different imaginaries of land—the underlying understandings, views, and visions of what land is, can, and should be—and associated visions, hopes, and dreams regarding land. Drawing on a variety of case studies from across the world, crossing Global North/South and East/West, and including contemporary and historical instances of land transformation, this symposium addresses the multifaceted ways in which implicit, explicit, and emergent understandings of land shape current land transformations. (shrink)

The present article explores the views of al-Jāḥiẓ, Abū Bakr al-Rāzī, and Fakhr al-Dīn al-Rāzī - three pre-modern thinkers of the Islamic world outside the Peripatetic tradition - on the question o...

In Memory: A Self-Referential Account, Fernández offers a functionalist account of the metaphysics of memory, which is portrayed as presenting significant advantages over causal and narrative theories of memory. In this paper, I present a series of challenges for Fernández’s functionalism. There are issues with both the particulars of the account and the use of functionalism more generally. First, in characterizing the mnemonic role of episodic remembering, Fernández fails to make clear how the mental image type that plays this role (...) should be identified. Second, I argue that a functionalist approach, which appeals to the overall structure of the memory system and tendencies of mental state types, is ill-suited to the metaphysical question about episodic remembering that is of interest to the causal and narrative theorists with which Fernandez engages. Fernández’s self-referential account of memory has many other virtues, but functionalism is a poor fit for episodic remembering. (shrink)

This article surveys the latest research on risky-choice framing effects, focusing on the implications for rational decision-making. An influential program of psychological research suggests that people's judgements and decisions depend on the way in which information is presented, or ‘framed’. In a central choice paradigm, decision-makers seem to adopt different preferences, and different attitudes to risk, depending on whether the options specify the number of people who will be saved or the corresponding number who will die. It is standardly assumed (...) that such responses violate a foundational tenet of rational decision-making, known as the principle of description invariance. We discuss recent theoretical and empirical research that challenges the dominant ‘irrationalist’ narrative. These approaches typically pay close attention to how decision-makers represent decision problems (including their interpretation of numerical quantifiers or predicate choice) and they highlight the need for a more robust characterization of the description invariance principle. We conclude by indicating avenues for future research that could bring us closer to a complete—and potentially rationalizing—explanation of framing effects. (shrink)

Sociological accounts usually emphasise the primacy of phenotype (cor, colour) over ancestry for orienting concepts of ‘race’ in Brazil. In this paper, I present an alternative account of the cultural and political significance of ancestry in contemporary Brazil, drawing on qualitative interviews conducted with 50 Brazilians who had recently taken personalised DNA ancestry tests. The interviewees’ attitudes towards their ancestry are interpreted in relation to Brazil’s longstanding national myth of mestiçagem and the history of eugenic Whitening ideologies (ideologias do branqueamento) (...) that have sought to erase traces of Brazil’s African origins. However, they are also interpreted also against the backdrop of contemporary Black Movement activism that aims to actively recovering Afro-Brazilian histories and memories from these processes of erasure. (shrink)

“Ambivalence” is the key word in much of this book; “comic” [is the book’s] most obscure and I think absolutely without use value. I don’t know what B[urke] means by “comic,” as a matter of fact. I wonder if he does, and could define it briefly. Readers of Kenneth Burke are well aware of the importance of comedy and its associated cluster of concepts in his work: comic, comic frame, comic attitude, comic corrective. This cluster of terms figures prominently in (...) his 1937 book Attitudes Toward History, most notably in two key passages that scholars turn to time and again. In the first, from the “Poetic Categories” section of the book, Burke explains how different genres serve as guides for how to act in the... (shrink)

Drawing on data from 100 qualitative interviews with the recently unemployed, this study examines how participants made decisions about attempting to return to work and identifies how class and gender shape these decisions. Middle-class men were most likely to take time to attempt to return to work, middle-class women were most likely to begin a deliberate job search, working-class men were most likely to report an urgent search, and working-class women were most likely to have diverted searches. Financial resources, gendered (...) labor force attachments, and family responsibilities shaped decision making. Ultimately, those in the middle-class appear doubly advantaged—both in their financial capabilities and in their ability to respond to the crisis with greater gender flexibility. (shrink)

The possibility that human cerebral organoids (HCOs) develop consciousness is one of the main concerns driving current ethical discourse. Evaluating existing evidence, Zilio and Lavazza (2023) in t...

This work addresses the case of the Ballet National de Marseille (BNM) and the 2017 recreation of the piece Passione, created by the artistic directors Emio Greco and Pieter C. Scholten. This study, informed by a phenomenological approach, adopts ethnographic methods, including participant observation, in-depth interviews, and one researcher’s direct involvement with the practices of enculturation and enskillment in this dance form. It investigates how the dancers of the BNM articulate their diverse forms of agency in relation to the choreographer’s (...) artistic vision and demands. By looking at the specific case of the BNM staging of Passione, we can isolate some significant features of contemporary ballet’s trajectory as an emergent dance genre on the edge between innovation and tradition. (shrink)

The past few years have brought significant breakthroughs in understanding human genetics. This knowledge has been used to develop ‘polygenic scores’ (or ‘polygenic risk scores’) which provide probabilistic information about the development of polygenic conditions such as diabetes or schizophrenia. They are already being used in reproduction to select for embryos at lower risk of developing disease. Currently, the use of polygenic scores for embryo selection is subject to existing regulations concerning embryo testing and selection. Existing regulatory approaches include ‘disease-based' (...) models which limit embryo selection to avoiding disease characteristics (employed in various formats in Australia, the UK, Italy, Switzerland and France, among others), and 'laissez-faire' or 'libertarian' models, under which embryo testing and selection remain unregulated (as in the USA). We introduce a novel 'Welfarist Model' which limits embryo selection according to the impact of the predicted trait on well-being. We compare the strengths and weaknesses of each model as a way of regulating polygenic scores. Polygenic scores create the potential for existing embryo selection technologies to be used to select for a wider range of predicted genetically influenced characteristics including continuous traits. Indeed, polygenic scores exist to predict future intelligence, and there have been suggestions that they will be used to make predictions within the normal range in the USA in embryo selection. We examine how these three models would apply to the prediction of non-disease traits such as intelligence. The genetics of intelligence remains controversial both scientifically and ethically. This paper does not attempt to resolve these issues. However, as with many biomedical advances, an effective regulatory regime must be in place as soon as the technology is available. If there is no regulation in place, then the market effectively decides ethical issues. (shrink)

Social media is fueling the increasing individualization of impact metrics. While democratizing for some, for others, the move reinforces privilege and exacerbates inequality.

This paper aims to call attention to the potential of using film in engineering ethics education, which has not been thoroughly discussed as a pedagogical method in this field. A review of current approaches to teaching engineering ethics reveals that there are both learning outcomes that need more attention as well as additional pedagogical methods that could be adopted. Scholarship on teaching with film indicates that film can produce ethical experiences that go beyond those produced by both conventional methods of (...) teaching engineering ethics and more arts-based methods such as fiction, as well as connect ethics learning outcomes and issues to the lifeworld of a person. The paper further illustrates the potential of using Miyazaki Hayao’s film The Wind Rises for highlighting a range of ethical issues pertaining to engineering. It also discusses the important role educators play in how film can be used effectively in the classroom. Synthesizing a range of sources from film theory to the use of film in business and medical education, the paper makes the case for using film in engineering ethics education and calls for more research on the use of this method. (shrink)

The purpose of the study is to observe the impact of policy intervention on financial sustainability using the structural vector autoregression analysis. The population of the study is the manufacturing sector of Pakistan, which is an emerging economy. Data for 249 firms operating in the manufacturing sector are taken, collected from Datastream from 2005 to 2019, with total observations of 2,400. To conduct the analysis, R software is used for its better visualization. Results show that firm performance, corporate governance, and (...) sectoral policies have a positive and long-term impact on financial sustainability, whereas earning management and financialization not only have a negative impact, but this impact affects the operations of the corporate for a longer period. This study would be helpful for policymakers as it gives a framework for financial sustainability based on the policies and strategies developed by the sector. (shrink)

While face masks prevent the spread of disease, they occlude lower face parts and thus impair facial emotion recognition. Since emotions are often also contextually situated, it remains unknown whether providing a descriptive emotional context alongside the facial emotion may reduce some of the negative impact of facial occlusion on emotional communication. To address this question, here we examined how emotional inferences were affected by facial occlusion and the availability of emotional context. Participants were presented with happy or sad emotional (...) faces who were either fully visible or partially obstructed by an opaque surgical mask. The faces were shown either within an emotionally congruent (e.g., “Her cat was found/lost yesterday afternoon”) or neutral (“Get ready to see the next person”) context. Participants were asked to infer the emotional states of the protagonists by rating their emotional intensity and valence. Facial occlusion by masks impacted the ratings, such that protagonists were judged to feel less intense and more neutral emotions when they wore masks relative to when their face was fully visible. Importantly, this negative impact of visual occlusion by mask was reduced but not fully eliminated when the faces were presented within a congruent emotional context. Thus, visual occlusion of facial emotions impairs understanding of emotions, with this negative effect of face masks partially mitigated by the availability of a larger emotional context. (shrink)

In English, two deictic space-time metaphors are in common usage: the Moving Ego metaphor conceptualizes the ego as moving forward through time and the Moving Time metaphor conceptualizes time as moving forward toward the ego . Although earlier research investigating the psychological reality of these metaphors has typically examined spatial influences on temporal reasoning , recent lines of research have extended beyond this, providing initial evidence that personality differences and emotional experiences may also influence how people reason about events in (...) time . In this article, we investigate whether these relationships have force in real life. Building on the effects of individual differences in self-reported conscientiousness and procrastination found by Duffy and Feist , we examined whether, in addition to self-reported conscientiousness and procrastination, there is a relationship between conscientious and procrastinating behaviors and temporal perspective. We found that participants who adopted the Moving Time perspective were more likely to exhibit conscientious behaviors, while those who adopted the Moving Ego perspective were more likely to procrastinate, suggesting that the earlier effects reach beyond the laboratory. (shrink)

Mechanistic accounts of explanation have recently found popularity within philosophy of science. Presently, we introduce the idea of an extended mechanistic explanation, which makes explicit room for the role of environment in explanation. After delineating Craver and Bechtel’s account, we argue this suggestion is not sufficiently robust when we take seriously the mechanistic environment and modeling practices involved in studying contemporary complex biological systems. Our goal is to extend the already profitable mechanistic picture by pointing out the importance of the (...) mechanistic environment. It is our belief that extended mechanistic explanations, or mechanisms that take into consideration the temporal sequencing of the interplay between the mechanism and the environment, allow for mechanistic explanations regarding a broader group of scientific phenomena. (shrink)

My paper explores the extent to which More’s ‘Spirit of Nature’ and Cudworth’s ‘Plastic Nature’ incorporated the functions of the Aristotelian vegetable soul, and how far, if at all, each was indebted to Aristotle. I argue that, although, on the matter of vegetable life there is some overlap between the functions of the Aristotelian vegetative soul and those ascribed by Cudworth to Plastic Nature and More to the Spirit of Nature, Cudworth and More were not simply reviving Aristotle in new (...) dress. Both certainly drew on Aristotle when formulating their hypotheses, but these have a much broader range of functions than the Aristotelian vegetative soul. Even among those functions which concern the basics of organic life, both hypotheses have affinities with other the well-developed medico-physiological traditions of the late Renaissance. And, although this type of formative spirit is often compared to the Platonic World Soul, both hypotheses are indebted as much, if not more to Stoicism. (shrink)

This article brings an anthropology of ethics to bear on a case of forced migration and displacement among Syrian refugee women in Jordan. The case reveals how projects of Islamic self‐making in displacement become “emplacement” processes within the new state‐mediated context. Syrian women in Jordan engage in Islamic self‐making as part of their wider emplacement practices in two primary ways: first, operating more publicly in the material world through Islamically‐inspired actions and rituals than in Syria. Second, utilizing narratives of Islamic (...) histories to establish dignity in conditions of precarity in exile. Using two focus groups in urban Jordan and participant observation in two religion classes in a Syrian refugee camp, this article focuses on these practices of Islamic self‐making that serve an important role in the projects of moral emplacement for Syrian women in the Jordanian context. (shrink)

I can only speculate about the echo of slavery and its impact upon how theories of race are disconnected from theories of mental illness.Haunting belongs to the structure of every hegemony.Why might psychiatry need postcolonial theories? Critical discourse on psychiatry and clinical psychology—itself quite heterogeneous across the humanities and the so-called psy disciplines—has intermittently focused on the redress of power in clinical encounters, which are often constituted by an interaction between persons in very different life circumstances and with divergent positions (...) in relation to authority and privilege, or social capital and capital itself. Postcolonial theories are relevant to this topic because they... (shrink)

As teams of people increasingly incorporate robot members, it is essential to consider how a robot's actions may influence the team's social dynamics and interactions. In this work, we investigated the effects of verbal support from a robot on human team members' interactions related to psychological safety and inclusion. We conducted a between-subjects experiment where the robot team member either gave verbal support or did not give verbal support to the human team members of a human-robot team comprised of 2 (...) human ingroup members, 1 human outgroup member, and 1 robot. We found that targeted support from the robot had a positive effect on outgroup members, who increased their verbal participation after receiving targeted support from the robot. When comparing groups that did and did not have verbal support from the robot, we found that outgroup members received fewer verbal backchannels from ingroup members if their group had robot verbal support. These results suggest that verbal support from a robot may have some direct benefits to outgroup members but may also reduce the obligation ingroup members feel to support the verbal contributions of outgroup members. (shrink)

This article draws on Donna Haraway’s call for feminist speculative fabulation as an approach to qualitative research methodologies and writing praxis in schools. The first section of the article outlines how I conceptualize speculative thought, through different philosophers and theorists, and provides a brief literature review of speculative fiction used in secondary English curricula. The article then focuses on an in school creative writing project with grade 9 English students. In the student examples that I attend to, speculative fabulations and (...) situated feminisms are entangled, rendered complex, and in tension. In the final section, I discuss the Whiteness of mainstream speculative fiction and argue that speculative fabulation must be accountable to situated feminisms in how we read, write, and conduct research. (shrink)

In their book, Narrow Content, Juhani Yli-Vakkuri and John Hawthorne attempt to argue against the claim that there is a kind of thought content which is both narrow and theoretically significant. However, their failure to distinguish indexical from non-indexical thought renders their arguments ineffective; a large class of the arguments they present are in fact irrelevant to the question of whether thought content is narrow. The unified treatment of thought content they advocate fails to capture the distinctively mental aspects of (...) indexical thought, and the kinds of indexical examples to which they appeal can tell us nothing very interesting about mental states. (shrink)

ABSTRACT This essay walks through the ways the pandemic structures and limits our movement in cities. It suggests that our well-worn tropes for walking, in this moment, shore up the power of the state over individual bodies. To imagine the possibility of how bodily movement might resist this power, the essay turns to a rhetorical conception of scale.

As the number of people affected by dementia increases rapidly, dementia has been transformed into an epidemic which endangers global health and wealth, and many populations are now living in what Jain terms a time of prognosis, in fear of the disease. Through its strong association with ageing and memory loss, dementia is conceived of as a linear decline into loss of self and death, and those with dementia as other. More significantly, imagined as a threat that signifies both a (...) loss of able-bodied workforce and a large population dependent on care and support, dementia inevitably feeds into the ‘crisis-of-care’ narrative that is prominent in many ageing societies. With one of the fastest ageing populations in the world, and an extremely low birth rate, the dementia prognosis is particularly acute in Japan and dementia is strongly linked to the idea of a ‘care crisis’. This situation has produced an increasing number of cultural representations of dementia and care and this paper considers three of these cultural texts, all rooted in the historical and cultural contexts in which they were produced: the novel The Twilight Years; the film Memories of Tomorrow; and the comic book Pecoross’ Mother and Her Days. The analysis concentrates upon their representations of care, seeing this as a space where the ethical relationship between self and other can be negotiated and where time with dementia can be imagined and re-imagined. The analysis of these texts from a feminist ethics perspective demonstrates the potential of popular and creative representations to interrogate and potentially expand the meanings of dementia, ageing and living in prognosis. (shrink)

The Global Christian Forum’s international gathering in Limuru, Kenya, in 2007, affirmed the value of this initiative for promoting relationships between Christian traditions with little if any mutual encounter. With this fresh mandate, the Forum organized further regional meetings and extended its methodology into other contexts. Following a second global gathering at Manado, Indonesia, in 2011, it continues to develop its activities. Though its minimal structures and staffing bring challenges, it still aims to deliver what has been described as ‘the (...) best value-for-money ecumenism in the world,’ acting in the service of, and in collaboration with, churches and ecclesial bodies. (shrink)

This article offers a feminist engagement with and evaluation of Rainer Forst’s concept of transnational justice, especially as he articulates it in his most recent book, Normativity and Power: Analyzing Social Orders of Justification. While focusing on this book, the analysis I offer also builds on his earlier writings on a critical theory of transnational justice and the concept of the right to justification. Feminist theoretical resources, including current transnational feminist theory, provide a series of lenses that bring into focus (...) the strengths and weaknesses of Forst’s approach. This is particularly true with regard to the issue of whether he offers a theory of transnational justice sensitive to the gendered dimensions of global injustice, as well as to the realities of a non-ideal world. At key moments in the paper, I draw on examples of transnational gender-based and sexual violence as representative of a specific and prolific form of gendered global injustice to illustrate my argument. The argument advances in two main steps. First, I consider ways in which Forst’s work is feminist in nature and explore how he might reinforce feminist theoretical efforts. I then identify limitations of Forst’s theory from a transnational feminist perspective, exploring how feminist philosophers might challenge aspects of his approach. In this vein, I offer reflections relating to two main concepts: the tensions between ideal and non-ideal theory within Forst’s work and the idea of adaptive preferences. (shrink)

This book explores the significance of the Resurrection for human moral imagination and moral life. It shows that the Resurrection, contemplatively apprehended, shifts our ethically conditioned understanding of what it means to be human. It shifts our relationship to mortality and finitude, and opens up new possibilities and sources for human life and hope. It thereby transforms the picture of human being operative in moral thinking about justice and personal relations, as well as some of our fundamental moral concepts.

Over the years, artificial neural networks have been applied successfully in many areas including IT security. Yet, neural networks can only process continuous input data. This is particularly challenging for security-related, non-continuous data like system calls of an operating system. This work focuses on five different options to preprocess sequences of system calls so that they can be processed by neural networks. These input options are based on one-hot encodings and learning word2vec, GloVe or fastText representations of system calls. As (...) an additional option, we analyse if mapping system calls to their respective kernel modules is an adequate generalization step for replacing system calls or enhancing system call data with additional information regarding their context. When performing such preprocessing steps it is important to ensure that no relevant information is lost during the process. The overall objective of system call analysis in the context of IT security is to categorize a sequence of them as benign or malicious behavior. Therefore, this scenario is used to evaluate different system call representations in a classification task. Results indicate that a broader range of attacks can be detected when enriching system call representations with corresponding kernel module information. Prior learning of embeddings does not achieve significant improvements. This work is an extension of the work by Wunderlich et al. [1] published in Advances in Intelligent Systems and Computing. (shrink)

Exploring the Heart Sutra brings an interdisciplinary philosophical approach to this much-loved Buddhist classic. This new translation with commentary situates the sutra in a Chinese context, offering fresh interpretive resources for making sense of this profound work.