From family trees written in early American bibles to birther conspiracy theories, genealogy has always mattered in the United States, whether for taking stock of kin when organizing a family reunion or drawing on membership—by blood or other means—to claim rights to land, inheritances, and more. And since the advent of DNA kits that purportedly trace genealogical relations through genetics, millions of people have used them to learn about their medical histories, biological parentage, and...

After the Civil War, many Americans did not identify strongly with the concept of a united nation. Francesca Morgan finds the first stirrings of a sense of national patriotism — of “these United States” — in the work of black and white clubwomen in the late nineteenth and early twentieth centuries.Morgan demonstrates that hundreds of thousands of women in groups such as the Woman’s Relief Corps, the National Association of Colored Women, the Universal Negro Improvement Association,...

Stories of Feminist Protest and Resistance: Digital Performative Assemblies foregrounds the importance of storytelling for coalition building, solidarity, and performative assembly. Bringing together scholars and activists from a wide range of disciplinary perspectives, this book offers creative explorations, analyses, personal stories, and case studies of digital feminist activism that speak directly to the many ways that feminist communities assemble for the purposes of protest and resis...

This wide-ranging interdisciplinary collection—the first of its kind—invites us to reconsider the politics and scope of the Roots phenomenon of the 1970s. Alex Haley’s 1976 book was a publishing sensation, selling over a million copies in its first year and winning a National Book Award and a special Pulitzer Prize. The 1977 television adaptation was more than a blockbuster miniseries—it was a galvanizing national event, drawing a record-shattering viewership, earning thirty-eight...

Make yourself heard.When women we admire such as Ruth Bader Ginsburg advised, "Speak the truth, even if your voice shakes" and Vice President Kamala Harris has to remind a room full of men, "I'm speaking," it can feel as though having our own voices heard at work is a lost cause. Whether we're confronting a colleague about an inappropriate comment or trying to avoid being talked over (again!) by a male colleague, we can find ways to have our voices heard at work.

This is a technical overview of the field of adversarial machine learning which has emerged to study vulnerabilities of machine learning approaches in adversarial settings and to develop techniques to make learning robust to adversarial manipulation.After reviewing machine learning concepts and approaches, as well as common use cases of these in adversarial settings, we present a general categorization of attacks on machine learning. We then address two major categ...

Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model that is then used in its intended application. It makes no attempt to retain the learned kn...