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Beyond Recognition

Beyond Recognition
Author: Le Minh-Ha
Publisher: Linköping University Electronic Press
Total Pages: 103
Release: 2024-05-06
Genre:
ISBN: 918075676X

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This thesis addresses the need to balance the use of facial recognition systems with the need to protect personal privacy in machine learning and biometric identification. As advances in deep learning accelerate their evolution, facial recognition systems enhance security capabilities, but also risk invading personal privacy. Our research identifies and addresses critical vulnerabilities inherent in facial recognition systems, and proposes innovative privacy-enhancing technologies that anonymize facial data while maintaining its utility for legitimate applications. Our investigation centers on the development of methodologies and frameworks that achieve k-anonymity in facial datasets; leverage identity disentanglement to facilitate anonymization; exploit the vulnerabilities of facial recognition systems to underscore their limitations; and implement practical defenses against unauthorized recognition systems. We introduce novel contributions such as AnonFACES, StyleID, IdDecoder, StyleAdv, and DiffPrivate, each designed to protect facial privacy through advanced adversarial machine learning techniques and generative models. These solutions not only demonstrate the feasibility of protecting facial privacy in an increasingly surveilled world, but also highlight the ongoing need for robust countermeasures against the ever-evolving capabilities of facial recognition technology. Continuous innovation in privacy-enhancing technologies is required to safeguard individuals from the pervasive reach of digital surveillance and protect their fundamental right to privacy. By providing open-source, publicly available tools, and frameworks, this thesis contributes to the collective effort to ensure that advancements in facial recognition serve the public good without compromising individual rights. Our multi-disciplinary approach bridges the gap between biometric systems, adversarial machine learning, and generative modeling to pave the way for future research in the domain and support AI innovation where technological advancement and privacy are balanced.


Beyond Recognition

Beyond Recognition
Author: Craig Owens
Publisher: Univ of California Press
Total Pages: 410
Release: 1992
Genre: Art
ISBN: 9780520077409

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On the arts and postmodernism


Beyond Recognition

Beyond Recognition
Author: George Kanawaty
Publisher: iUniverse
Total Pages: 139
Release: 2022-03-22
Genre: Fiction
ISBN: 1663236860

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In this Novel, our hero, Arthur, a regular church goer and a married father of two children, leaves his native Wales, UK, for a two years assignment with a charitable foundation on the Island of Mindanao, the Philippines. Exposed to a more permissive society than his own, he fends off various temptations until he meets Didi. His love for her breaks his ability to think rationally and he accepts to participate in a scheme developed by her shrewd brother that would free him to marry her. For a fee and with the help of the Islamic fundamentalist movement of Abu Sayyaf, active on the Island, his death is staged in a car accident where his body is presumably burnt beyond recognition. Arthur then marries Didi under an assumed name. With time his life becomes increasingly turbulent and circumstances force him to try and redeem his original identity. However, he finds the task daunting as he struggles to start a new life with Didi, back in the UK, and reconcile it with his own British family who gave him for dead twelve years earlier. Eventually, things fall into place with the various pieces fitting together. While the characters in this novel are fictious, their actions are woven in non-fiction real life settings, reflected in present day issues, such as the difficulties sometimes encountered in keeping up a married life, the behavior of persons as they move from one culture to another and the underlying causes and realities of fundamentalist insurgency movements.


Writing Beyond Recognition

Writing Beyond Recognition
Author: Claire Robson
Publisher: Myers Education Press
Total Pages: 215
Release: 2020-10-30
Genre: Education
ISBN: 1975504216

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Writing Beyond Recognition: Queer Re-Storying for Social Change documents and analyzes the insidious ways heteronormativity produces homophobia and heterosexism, including how this operates and is experienced by those who identify as gay, lesbian, bisexual, transgendered and queer. Using critical arts research practices read through queer and feminist theories and perspectives, the chapters in the book describe how participants who identified as lesbian, gay, bisexual and transgendered gained critical insights by learning to write and read about their experiences in new ways. Their revised queer stories function to enable a movement beyond merely recognizing to appreciating and understanding those differences. Robson offers a powerful argument about how everyone is narrated by and through discourses of gender and sexuality. Therefore, the content of the book is directed at all readers, not only those who identify as gay, lesbian, bisexual, transgendered or queer. The book will be important as a text in any course or area of study that is focused on inclusive education, cultural studies in education, critical arts research methods, gender and sexuality studies, and critical literacy approaches in education. Perfect for courses such as: Qualitative Research Methods | Social Justice | Ethnography | Critical Qualitative Inquiry | Gender, Sexuality, and Women’s Studies | Participatory Action Research | Arts-Based Research | Writing | Autobiography | Curriculum Studies | Teacher Education | Cultural Studies | Reading and Literacy Education | Community Education | Adult Education


Witnessing

Witnessing
Author: Kelly Oliver
Publisher: U of Minnesota Press
Total Pages: 282
Release: 2001-01-01
Genre: Philosophy
ISBN: 9780816636273

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Challenging the fundamental tenet of the multicultural movement -- that social struggles turning upon race, gender, and sexuality are struggles for recognition -- this work offers a powerful critique of current conceptions of identity and subjectivity based on Hegelian notions of recognition. The author's critical engagement with major texts of contemporary philosophy prepares the way for a highly original conception of ethics based on witnessing. Central to this project is Oliver's contention that the demand for recognition is a symptom of the pathology of oppression that perpetuates subject-object and same-different hierarchies. While theorists across the disciplines of the humanities and social sciences focus their research on multiculturalism around the struggle for recognition, Oliver argues that the actual texts and survivors' accounts from the aftermath of the Holocaust and slavery are testimonials to a pathos that is "beyond recognition". Oliver traces many of the problems with the recognition model of subjective identity to a particular notion of vision presupposed in theories of recognition and misrecognition. Contesting the idea of an objectifying gaze, she reformulates vision as a loving look that facilitates connection rather than necessitates alienation. As an alternative, Oliver develops a theory of witnessing subjectivity. She suggests that the notion of witnessing, with its double meaning as either eyewitness or bearing witness to the unseen, is more promising than recognition for describing the onset and sustenance of subjectivity. Subjectivity is born out of and sustained by the process of witnessing -- the possibility of address and response -- which puts ethicalobligations at its heart.


Beyond Recognition

Beyond Recognition
Author: Ridley Pearson
Publisher: Hachette Books
Total Pages: 426
Release: 2012-08-14
Genre: Fiction
ISBN: 1401305148

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Seattle police sergeant Lou Boldt is stunned when the local fire investigator presents him with frightening evidence in a series of fires that have occurred in the Seattle area. These white-hot fires burn so cleanly that even the ash disintegrates--leaving not a trace of its victims or any evidence of criminal activity. Only when Boldt is taunted by someone sending him pieces of melted green plastic--houses from a Monopoly board--does he realize that an arsonist is involving him in a deadly game.


The Politics of Recognition in the Age of Digital Spaces

The Politics of Recognition in the Age of Digital Spaces
Author: Benjamin JJ Carpenter
Publisher: Taylor & Francis
Total Pages: 246
Release: 2023-09-15
Genre: Philosophy
ISBN: 1000961982

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This book provides a philosophical analysis of the notion of selfhood that underlies identity politics. It offers a unique theory of the self that combines previous scholarly work on recognition and the phenomenology of space. The politics of identity occupy the centre of a contested terrain. Marginalised and oppressed peoples continue to seek the transformation of our shared social world and our political institutions required for their lives to be liveable. Public criticism and academic treatments of identity politics often take a disparaging view that treats it as subordinate to more general political questions about justice and the organisation of society and its institutions. This book argues that these polemics ignore the numerous ways in which all politics is concerned with matters of selfhood and identity. Through a rereading of Hegel’s account of recognition as an ongoing and dynamic process that constitutes the self, it presents selves—and the categories of identity that qualify these selves—as fundamentally conditioned by the environments in which they appear before themselves and others. It also argues that we do the work of identity in public spaces—particularly digital spaces—and that these spaces shape what identities we can assume and what those identities mean. Contemporary social media technologies facilitate the production of particular forms of selfhood through the combined logics of the interface, the profile, and the post. The Politics of Recognition in the Age of Digital Spaces will be of interest to scholars and advanced students working in a wide range of disciplines including political philosophy, phenomenology, philosophy of technology, sociology, political theory, and critical theory. It will also appeal to anyone with an interest in contemporary identity politics, whether as a matter of study or lived experience.


Desire, Gift, and Recognition

Desire, Gift, and Recognition
Author: Jan-Olav Henriksen
Publisher: Wm. B. Eerdmans Publishing
Total Pages: 392
Release: 2009-02-15
Genre: Religion
ISBN: 080286371X

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A major work in the philosophy of religion, this book interprets the Jesus story in terms of postmodern philosophy - particularly using Jacques Derrida?s categories of "desire," "gift," and "recognition." Author Jan-Olav Henriksen also attempts to reformulate Christology without resorting to such metaphysical concepts as substance, transcendence, etc. While not denying traditional doctrines, Henriksen explicates the meaning of Jesus' life and death in ways that engage contemporary philosophy and challenge contemporary (academic) Christians to rethink the basics of their faith; and he outlines the possibility of a "post-metaphysical Christology." / Henriksen s book is a clearly reasoned guide not only to the argument that Christology still has something to say to contemporary believers but also to ways in which theologians must learn to reconnect to everyday human experience.


Beyond Communication

Beyond Communication
Author: J-P Dr Deranty
Publisher: BRILL
Total Pages: 513
Release: 2009
Genre: Philosophy
ISBN: 9004175776

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Few thinkers have made such significant contribution to social and political thinking over the last three decades as Axel Honneth. His theory of recognition has rejuvenated the political vocabulary and allowed Critical Theory to move beyond Habermas. "Beyond Communication" is the first full-scale study of Honneth s work, covering the whole range of his writings, from his first sociological articles to the latest publications. By relocating the theory of recognition within the tradition of European social theory, the book exposes the full depth and breadth of Honneth s philosophical intervention. The book will be an indispensable resource for anyone interested in contemporary philosophy and the social sciences.


Beyond Doer and Done to

Beyond Doer and Done to
Author: Jessica Benjamin
Publisher: Taylor & Francis
Total Pages: 278
Release: 2017-07-06
Genre: Psychology
ISBN: 1315437686

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In Beyond Doer and Done To, Jessica Benjamin, author of the path-breaking Bonds of Love, expands her theory of mutual recognition and its breakdown into the complementarity of "doer and done to." Her innovative theory charts the growth of the Third in early development through the movement between recognition and breakdown, and shows how it parallels the enactments in the psychoanalytic relationship. Benjamin’s recognition theory illuminates the radical potential of acknowledgment in healing both individual and social trauma, in creating relational repair in the transformational space of thirdness. Benjamin’s unique formulations of intersubjectivity make essential reading for both psychoanalytic therapists and theorists in the humanities and social sciences.