To study the static software defect detection system, based on the traditional static software defect detection system design, a new static software defect detection system design based on big data technology is proposed. The proposed method can optimize the distribution of test resources and improve the quality of software products by predicting the potential defect program modules and design the software and hardware of the static software defect detection system of big data technology. It is found that the traditional static (...) software defect detection system design based on code source data takes a long time, averaging 65 h /day. However, the traditional static software defect detection system based on deep learning has a short detection time, averaging 35 h/day. In this article, the detection time of the static software defect detection system based on big data is shorter than that of the other two traditional system designs, with an average of 15 h/day. Because the system design adjusts the operating state of the system, it improves the accuracy of data operation. On the premise of data collection, the system inspection research is completed, which ensures the operational safety of software data, alleviates the contradiction between system and data to a high degree, improves the efficiency of system operation, reduces unnecessary operations, further shortens the time required for inspection, improves the system performance, and has higher research and operation value. (shrink)

In recent years, the network has become more complex, and the attacker’s ability to attack is gradually increasing. How to properly understand the network security situation and improve network security has become a very important issue. In order to study the method of extracting information about the security situation of the network based on cloud computing, we recommend the technology of knowledge of the network security situation based on the data extraction technology. It converts each received cyber security event into (...) a standard format that can be defined as multiple brochures, creating a general framework for the cyber security situation. According to the large nature of network security situation data, the Hadoop platform is used to extract aggregation rules, and perform model extraction, pattern analysis, and learning on a network security event dataset to complete network security situation rule mining, and establish a framework for assessing the state of network security. According to the results of the federal rule extraction, the level of network node security risk is obtained in combination with signal reliability, signal severity, resource impact, node protection level, and signal recovery factor. A simulation test is performed to obtain the intrusion index according to the source address of the network security alarm. Through the relevant experiments and analysis of the results, the attack characteristics obtained in this study were obtained after manually reducing the network security event in the 295 h window. The results show that after the security event is canceled, the corresponding window attack index decreases to 0, indicating that this method can effectively implement a network security situation awareness. The proposed technique allows you to accurately sense changes in network security conditions. (shrink)

ABSTRACT Social media is becoming increasingly embedded in people’s daily lives. These virtual spaces are now regularly used as a tool for information dissemination. Drawing on the moral intensity literature combined with uses and gratifications theory, this research explores how using social media to consume information can affect the ethical decision-making process. This study compares the influence of two online media dissemination formats – an online news article and social media discussion thread – on individuals’ ethical perceptions and decisions. Results (...) indicate that social media usage has an effect on perceptions of social consensus, problem recognition, and ethical sensemaking. Overall, Social media is shown to inhibit ethical decision-making when used as an information dissemination tool. (shrink)

Although consumers increasingly claim to demand ethical products and state that they are willing to reward firms that are ethical, studies have highlighted that there is a significant gap between consumers’ explicit attitudes toward ethical products and their actual purchase behavior. This has major implications for firm policies revolving around business ethics. This research contributes to the understanding of the attitude–behavior gap in ethical consumption that literature has identified but not explored much. We utilize the model of dual attitudes as (...) a basis for the arguments presented in the paper and test them. We suggest that the gap in ethical consumerism exists because individuals have implicit as well as explicit attitudes, which are impacted differentially by stimuli and elicit dissimilar behavioral responses and thus have different implications for business ethics policies. Two longitudinal studies are conducted to better understand the impact of an individual’s dual attitudes on preferences and choice. Our findings support the presence of dual attitudes in consumers. Explicit attitudes are found to be easily influenced by the nature of the stimuli. On the other hand, implicit attitudes are relatively unaffected by the nature of the stimuli present and remain relatively constant. Based on the findings, implicit attitudes guide behavior and determine an individual’s preferences. Even though explicit attitudes react to the stimuli presented, our findings suggest they have no impact on the choice of consumers. These findings improve the understanding of ethical consumption, provide a reason as to why the attitude–behavior gap exists, provide a foundation for future researchers and help firms better understand the impact of perceived business on creating a behavioral shift in ethical consumption. (shrink)

This paper is intended to explore the Rorty’s notion of truth and its vicinity and divergences with Putnam’s notion of truth. Rorty and Putnam, both the philosophers have developed their notion of truth against the traditional representational notion of truth but their strength lies in its distinctive characterization. For Putnam, truth is the property of a statement which cannot be lost but the justification of it could be. I will also examine the importance of Putnam’s idealized justificatory conditions without which (...) he may succumb to the charge of relativism at the same time how does Putnam overcome the tension between metaphysical and relativistic stances of truth. For Rorty, truth is not representational rather it is social, which means the justification for a true belief is not external but internal to the community of believers. I would further examine how Rorty tries to dispel the charge of relativism which is hard to overcome. Finally, I shall try to defend the concept of truth which is free from metaphysical baggage and relativistic threats; and in this enterprise Rorty walks half the way and Putnam completes the journey. (shrink)

The project of inquiring into the history of our morals is premised upon the idea that some of our deeply held moral convictions might have emerged through a complicated historical process, rather than, say, through a process of rational deliberation. Were that the case, our philosophical efforts to properly understand our present moral conceptions, as well as our efforts to criticize them, would certainly profit from serious attention to the history of our morals. Jesse Prinz notes, however, that there are (...) several different genealogical methods we could employ in pursuit of this project of historicizing morals.1 Prinz focuses upon three such methods—utilitarian genealogies (such as the ones offered by... (shrink)

I examine here Theory and Scholarship (taken to be formalized social scientific frameworks that seek to map out the real world and social actions in an objective fashion) via an autoethnographic lens. Chiefly, I ask how autoethnography as a research method reconfigures them: how may we extend knowledge using autoethnography? While much critique has centered on the "doing" (dispassionately?) versus "being" (going native?) of autoethnography, I argue that such a dichotomy is inherently false. Instead, doing is located within the ethnographer's (...) very being, so that a closer look at the autoethnographic research process is required, from conception to implementation to introspection. I attempt such a processual analysis here: drawing on an earlier social scientific project, I relate the intellectual and social process whereby it was translated into an autoethnography. Using a performative lens to illustrate the dialectical mode of doing and being in the research process, I intersperse portions of personal narrative with academic writing, to enable a disjunctural appreciation of the various layers of interpretation. While the epistemic framework I hold to here is indeed a poststructural one, privileging fragmentation and social situatedness, it also emphasizes continuity and interconnections in the research process. (shrink)

Journeying through the writings and activism of anti-colonial thinkers, anti-globalization protesters, and queer activists, Rao demonstrates that important currents of Third World protest have long battled against both the international and the domestic, in a manner that combines nationalist and cosmopolitan sensibilities.

Many of the policy choices we face that have implications for the lives of future generations involve creating a risk that they will live lives that are significantly compromised. I argue that we can fruitfully make use of the resources of Scanlon’s contractualist account of moral reasoning to make sense of the intuitive idea that, in many cases, the objection to adopting a policy that puts the interest of future generations at risk is that doing so wrongs those who will (...) live in the further future. (shrink)

This book provides a detailed analysis of classical and modern Indian views on consciousness along with their related meditative methods. It offers a critical analysis of three distinct trends of Indian thought.

Reasons and Recognition brings together fourteen new papers on an array of topics from the many areas to which Scanlon has made path-breaking contributions, ...

The phenomenon of consciousness has always been a central question for philosophers and scientists. Emerging in the past decade are new approaches to the understanding of consciousness in a scientific light. This book presents a series of essays by leading thinkers giving an account of the current ideas prevalent in the scientific study of consciousness. The value of the book lies in the discussion of this interesting though complex subject from different points of view ranging from physics, computer science to (...) the cognitive sciences. Reviews of controversial ideas related to the philosophy of mind from western and eastern sources including classical Indian first person methodologies provide a breadth of coverage that has seldom been attempted in a book before. Additionally, chapters relating to the new approaches in computational modelling of higher order cognitive function and consciousness are included. The book is of great value for established as well as young researchers from a wide cross-section of interdisciplinary scientific backgrounds, aiming to pursue research in this field, as well as an informed public. * Presents the latest developments in the scientific study of consciousness * Critically reviews different theoretical and philosophical explanations related to the subject * An important book for both students and researchers in designing research projects on consciousness. (shrink)

This book presents and argues for a suitably articulated version of consensualism as a form of Kantian moral theory with an ability to powerfully illuminate the moral intuitions to which Kantian and utilitarian theories have traditionally appealed.

This is a review essay of Jeff McMahan's recent book The Ethics of Killing : Problems at the Margins of Life. In the first part, I lay out the central features of McMahan's account of the wrongness of killing and its implications for when it is permissible to kill. In the second part of the essay, I argue that we ought not to accept McMahan's rejection of species membership as having any bearing on whether it is permissible to kill a (...) particular individual, as there are ways of understanding its relevance that are more plausible than McMahan allows. (shrink)

Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

According to prominent bioethics scholars and international guidelines, researchers and sponsors have obligations to ensure that the products of their research are reasonably available to research participants and their communities. In other words, the claim is that research is unethical unless it has local social value. In this article, we argue that the existing conception of reasonable availability should be replaced with a social value obligation that extends to the global poor. To the extent the social value requirement has been (...) understood as geographically constrained to the communities that host research and the countries that can afford the products of research, it has neglected to include the global poor as members of the relevant society. We argue that a new conception of social value obligations is needed for two reasons. First, duties of global beneficence give reason for researchers, sponsors, and institutions to take steps to make their products more widely accessible. Second, public commitments made by many institutions acknowledge and engender responsibilities to make the products of research more accessible to the global poor. Future research is needed to help researchers and sponsors discharge these obligations in ways that unlock their full potential. (shrink)

The microfinance business model focuses largely on lending to the woman in the household, rather than the man. The belief is that women are more trustworthy borrowers than men, and that lending to women may have increased social impact. Yet in several cases, women do not have control over the loan backed business despite being the borrower of record. Such takeover of the business by the man constitutes an ethical violation. We find that high dependency ratios in the family are (...) correlates of such ethical violations. Further, we also find that ethical violations have a significant economic cost, consistent with prior scholarship in the family-business domain. While access to microfinance increases household welfare, this beneficial impact reduces by over 50% in the presence of an ethical violation. Our results suggest that microfinance lenders need to move beyond the traditional role of just being a lender to providing advice on issues like family planning, and money management, and enforcement, thus moving closer to the solidarity economy paradigm of integrating savings and credit into broader canvases of social relationships and social structures. (shrink)

In the late nineteenth century, Jagadish Chandra Bose devised millimeter- and micro-wave experiments to record responses of plants to electromagnetic stimuli. Based on these experiments, Bose conceptualized his thesis of the unity of living and nonliving entities through their different sensitivities to electromagnetic vibrations. By relating Bose’s thesis of the unity of life based on electromagnetic vibrations to Alfred North Whitehead’s process philosophy and N. Katherine Hayles’s work on the cognitive nonconscious, I argue for a processual media theory that connects (...) both human and plant intelligence to electromagnetic signaling. In doing so, I examine how discourses about different living bodies (plants, animals, humans) variously sensing their environments are formulated into claims about which species have what degree of cognitive capability and intelligence. I trace the influence of Bose’s work on the ecological thinking of the 1970s espoused by cyberneticists and countercultural environmentalists and on contemporary plant neurobiologists who are closely working with Internet of Things designers and researchers. This enables me to emerge with an understanding of electrosensitivity that acknowledges that there is more to the intensities and energies of signals than mere data and that such infra-informatic signals can create both capacities and incapacities, capabilities and debilities, in bodies. (shrink)

The article seeks to highlight the relation between ontology and communication while considering the role of AI in society and environment. Bioinformationalism is the technical term that foregrounds this relationality. The study reveals instructive consequences for philosophy of technology in general and AI in particular. The first section introduces the bioinformational approach to AI, focusing on three critical features of the current AI debate: ontology of information, property-based vs. relational AI, and ontology vs. constitution of AI. When applied to the (...) themes of relationality and non-anthropocentric communications, bioinformational insights highlight an inclusive and meaningful groundwork for understanding AI by ‘relating’ it with society and the environment through an engagement with the ongoing critique of human supremacy. In the second section, we move from ‘relating’ AI to ‘rewilding’ AI by proposing taxonomical classification for certain technological entities. We situate our proposal in the broader personhood debate with the proposal of taxonomical ranking. In the last section, we show an instance of a relational approach steeped in substantialist ontology by introducing the fourth feature of the AI debate. A broad critique of Floridi’s philosophy of information introduces this fourth feature from the domain of philosophy and sociology to address various theoretical and ecological problems with current relational accounts. In doing so, we argue for ‘communication’ to be the replacement of ‘information’ as the moral unit. A bioinformational understanding of AI advocates taking ontological commitments seriously at all levels of informational and technological processes and products. (shrink)

In her book Global Justice and Avant-Garde Political Agency, Lea Ypi revisits the debate over the scope of justice between cosmopolitans and statists, which has been constitutive of the field of international normative theory. Against statists, Ypi defends the global scope of egalitarian principles of justice, deriving them from a causally fundamental relationship between relative and absolute deprivation. Against cosmopolitans, she demonstrates that associative political relations play an essential role in implementing egalitarian principles of global justice and that condemnations of (...) the state by cosmopolitans are both unnecessary and ill-advised. Advocating what she calls ‘statist cosmopolitanism,’ whereby domestic ‘avant-garde’ agents intervene politically so as to constrain and motivate fellow-citizens to support cosmopolitan transformations, the book offers a dialectical account of political theory in an activist mode. (shrink)

Anthropocene jurisprudence amounts to a legal attitude that posits human beings as the ultimate subject to which the legal ontology, epistemology, and language serve. This attitude inevitably leads to exceptionalism not only in terminology but also in the impact which legal verdicts incur, especially on the natural environment and species. In this paper, we make a coupled reading of jurisprudence and environmental science while suggesting a post-Anthropocene model of law which can be made philosophically consistent by appropriating a new theory (...) of human as a 'biocultural creature' to outgrow the attitude of exceptionalism in law. In doing so, we take recourse of dynamic systems and complexity theory for a law to account for the ontology, epistemology and linguistics of post-Anthropocene jurisprudence. (shrink)

In Nagaland, a state in India’s North-East region, the morung is a tribal institution that serves as an educational portal through which all young men passed as the means of learning their living heritage. Described by anthropological accounts, for a century until the 1950s, as a ‘dormitory’ for boys and young men, it is in fact much more. It is a school, both vocational and law, a premises in which tribal elders dispense wisdom, a crafts centre, a barracks, and embodies (...) other functions too. Moreover, it is one of the most important, if not the most important, social institution that maintains instruction about what may be called a pre-materialist worldview, one that was widespread when indigenous societies were free from a science hegemony that defined what counts as knowledge. From the 1990s, a combination of factors caused the decline of the institution, and as tribal youth have moved into the ‘mainstream’, the morung and all that it stands for is close to being extinguished. Yet it is irreplaceable. For Naga adolescents and youth, the morung was physically where part of an unique worldview became manifest, one which valued cooperation far above competition. While there, the youth learned within sight of all that was dear to them, a learning immersion complete in many respects. Their learning used the medium of material mastery and intimacy with material laws to transport the youth, so that their awareness of nature abundant became awareness of its invisible forces both subtle and great. (shrink)

ExcerptThe following essay is an investigation into the nature of the contract, the way in which the contract indexes “right” and equality, and the textual and historical expressions—as well as echoes—that this has taken from Thomas Hobbes to Karl Marx.1 The opening set of conceptual remarks will lead to a reading of Hobbes's Leviathan and Marx's On the Jewish Question, with the intent of arguing that both texts were concerned with theoretically explicating the relationship between right and equality, germane to (...) which was the problematic of the “nation,” which was itself conceived via the “Jewish question.” It will be argued…. (shrink)

ExcerptModernity has been identified with progress and with the idea of progress.1 The identification of progress as fact and idea conceal a two-fold problematic: the nature of time and the subject being characterized. If progress is its characteristic, the subject cannot in turn be said to be in fact progressing, and if it is not, it will be indiscernible from regression. This is not unrelated to modernity construing itself as distinct, distinguishing itself from the past while, at the same time, (...) defining such distinction only in the possibility of (self-)cancellation, i.e., opening an unanticipated future. In this lies the impasse…. (shrink)

In August 2005, the Competitive Enterprise Institute , a conservative advocacy organization, filed a lawsuit in Louisiana challenging the legality of the 1998 Master Settlement Agreement . The suit alleges that the MSA, under which the states receive monetary payments and the four major tobacco companies are insulated from price competition, violates the Compact Clause and other provisions of the U.S. Constitution. This lawsuit threatens to unravel of one of the most significant opportunities to improve public health in United States (...) history. We consider the merits of the lawsuit, the problems with the MSA that it highlights, and the potential consequences of the suit for public health. (shrink)