Hacking Artificial Intelligence: A Leader&#039;s Guide from Deepfakes to Breaking Deep Learning

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1. Contents No access
Introduction No access Pages 1 - 10
Chapter One A Brief Overview of Artificial Intelligence No access Pages 11 - 18
Chapter Two How AI Is Different from Traditional Software No access Pages 19 - 24
Chapter Three Data Bias No access Pages 25 - 40
Chapter Four Hacking AI Systems No access Pages 41 - 48
Chapter Five Evasion Attacks No access Pages 49 - 70
Chapter Six Data Poisoning No access Pages 71 - 84
Chapter Seven Model Inversion (“Privacy”) Attacks No access Pages 85 - 94
Chapter Eight Obfuscation Attacks No access Pages 95 - 98
Chapter Nine Talking to AI: Model Interpretability No access Pages 99 - 108
Chapter Ten Machine versus Machine No access Pages 109 - 114
Chapter Eleven Will Someone Hack My AI? No access Pages 115 - 128
Chapter Twelve The Machine Told Us to Do It No access Pages 129 - 152
Notes No access Pages 153 - 158
Bibliography No access Pages 159 - 168
Index No access Pages 169 - 178
About the Author No access Pages 179 - 182