Written by leading researchers, this complete introduction brings together all the theory and tools needed for building robust machine learning in adversarial environments. Discover how machine learning systems can adapt when an adversary actively poisons data to manipulate statistical inference, learn the latest practical techniques for investigating system security and performing robust data analysis, and gain insight into new approaches for designing effective countermeasures against the latest wave of cyber-attacks. Privacy-preserving mechanisms and the near-optimal evasion of classifiers are discussed in detail, and in-depth case studies on email spam and network security highlight successful attacks on traditional machine learning algorithms. Providing a thorough overview of the current state of the art in the field, and possible future directions, this groundbreaking work is essential reading for researchers, practitioners and students in computer security and machine learning, and those wanting to learn about the next stage of the cybersecurity arms race.
At first glance, Lloyd Hamilton was a large, baby-faced comic who walked like a duck. To the trained eye, Hamilton demonstrated keen timing and an inventive mind, providing wry humor rich in emotion during his 20 year career. Perhaps most importantly, Hamilton was greatly admired by his fellow comics, receiving praise from the likes of Charlie Chaplin and Buster Keaton. This book explores Hamilton's life and work, beginning with his conservative, middle-class childhood and continuing through the comic's entry into show business as a theatre extra, his most memorable role as half of silent comedy's "Ham and Bud" duo, and his first feature film, The Darker Self. The author examines Hamilton's private life and alcoholism and the decline of his health and career, which led to his death at the age of 43. The book includes exclusive photographs from the Hamilton family, a filmography with detailed plot descriptions, many behind-the-scenes facts, and an analysis of Hamilton's critical lost feature film A Self-Made Failure.
“You hold the right book in your hands. Learning from it will be delicious.” —Anthony Bourdain Meat is the centerpiece of celebratory meals and everyday dinners. The quality of the meat—be it beef, lamb, chicken, pork, or even wild game like venison and rabbit—and the way it is prepared has never been so thoroughly important as in today’s world. Fifth- generation butcher Anthony Puharich believes that sustainably raised meat can and should remain the pinnacle of the kitchen: a special and wonderful treat, handled with care by the best farmers and butchers and eaten with respect. In The Ultimate Companion to Meat, he reveals how to make enjoying meat a sublime experience, with more than 100 recipes. Chapters include Birds, Sheep, Pigs, Cattle, and Wild. There is information about breeds, their history, and what they eat and how it affects the taste, as well as what happens on the farm, at the butcher, and finally, in the kitchen. There’s a chapter on technique, including cooking methods and basic butchery. Hundreds of illustrations, diagrams, and stunning photographs make this truly the ultimate guide for anyone who is serious about meat.
I n Africa: The Glory, the Curse, the Remedy; the author Anthony Agbo in a spectacular and inspirational detail researched the bible and rare ancient authorities to establish that God through the mouths of His Prophets, pronounced broad and far reaching curses on Africa and Africans, the result of which put the continent and her people in the negative side of all indices of human fortune, growth and development. Tracing the African family tree from the patriarch Noah through her phenomenal rise and greatness in ancient time, to her sudden downfall, the author in an amazing inspirational treatise, woven with extra-ordinary suspense unveiled: the character and activities of the enigmatic biblical figure, Nimrod, the great African and first world ruler, who built the Tower of Babel, openly confronted the God of Heaven and originated Idolatry, the worship of the "gods of wood and stone" thereby leading Africans astray; the identity and pioneering works of Tehuti, the great African who laid the foundation for all academic knowledge on earth, and who the ancient Greeks referred to as the "master of all masters" and the "greatest of all greats"; the journey of the biblical Ark of the covenant in the ancient time from Jerusalem to Ethiopia where it resides today; why and how God cursed Africa and how this curse has impacted on the lives and endeavors of the black race; what is it that can return Africa to future world dominion; etc. This is a book of extraordinary revelations about Africa and God, her glory and curse-propelled downfall as well as remedial prescriptions.
This extract from the Eerdmans Commentary on the Bible provides Gelston and Carroll R.’s introduction to and concise commentary on Joel, Amos, and Obadiah. The Eerdmans Commentary on the Bible presents, in nontechnical language, the best of modern scholarship on each book of the Bible, including the Apocrypha. Reader-friendly commentary complements succinct summaries of each section of the text and will be valuable to scholars, students, and general readers. Rather than attempt a verse-by-verse analysis, these volumes work from larger sense units, highlighting the place of each passage within the overarching biblical story. Commentators focus on the genre of each text—parable, prophetic oracle, legal code, and so on—interpreting within the historical and literary context. The volumes also address major issues within each biblical book—including the range of possible interpretations—and refer readers to the best resources for further discussions.
This extract from the Eerdmans Commentary on the Bible provides Gunn, Rogerson, and Gelston's introduction to and concise commentary on Jonah, Micah, Nahum, Habakkuk, and Zephania. The Eerdmans Commentary on the Bible presents, in nontechnical language, the best of modern scholarship on each book of the Bible, including the Apocrypha. Reader-friendly commentary complements succinct summaries of each section of the text and will be valuable to scholars, students, and general readers. Rather than attempt a verse-by-verse analysis, these volumes work from larger sense units, highlighting the place of each passage within the overarching biblical story. Commentators focus on the genre of each text—parable, prophetic oracle, legal code, and so on—interpreting within the historical and literary context. The volumes also address major issues within each biblical book—including the range of possible interpretations—and refer readers to the best resources for further discussions.
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