Gibian, Davey, 1988-,
Hacking artificial intelligence : a leader's guide from deepfakes to breaking deep learning / Davey Gibian. - 1 online resource.
Includes bibliographical references and index.
Introduction: Hacking facial recognition -- A brief overview of artificial intelligence -- How AI is different from traditional software -- Data bias -- Hacking AI systems -- Evasion attacks -- Data poisoning -- Model inversion ("privacy") attacks -- Obfuscation attacks -- Talking to AI : model interpretability -- Machine vs. machine -- Will someone hack my AI? -- The machine told us to do it.
"The ability to hack AI and the technology industry's lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. This book sheds light on the many hacking risks, encouraging readers to address problems before they become catastrophic"--
9781538155097 (electronic bk.) 9781538155080
Artificial intelligence.
Information storage and retrieval systems--Risk management.
Information technology--Management.
Data privacy.
Data protection.
Q335 / .G53 2022
Hacking artificial intelligence : a leader's guide from deepfakes to breaking deep learning / Davey Gibian. - 1 online resource.
Includes bibliographical references and index.
Introduction: Hacking facial recognition -- A brief overview of artificial intelligence -- How AI is different from traditional software -- Data bias -- Hacking AI systems -- Evasion attacks -- Data poisoning -- Model inversion ("privacy") attacks -- Obfuscation attacks -- Talking to AI : model interpretability -- Machine vs. machine -- Will someone hack my AI? -- The machine told us to do it.
"The ability to hack AI and the technology industry's lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. This book sheds light on the many hacking risks, encouraging readers to address problems before they become catastrophic"--
9781538155097 (electronic bk.) 9781538155080
Artificial intelligence.
Information storage and retrieval systems--Risk management.
Information technology--Management.
Data privacy.
Data protection.
Q335 / .G53 2022