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Ethical Testing In The Real World: Evaluating Physical Testing Of Adversarial Machine Learning, Kendra Albert, Maggie Delano, Jonathon Penney, Afsaneh Ragot, Ram Shankar Siva Kumar
Ethical Testing In The Real World: Evaluating Physical Testing Of Adversarial Machine Learning, Kendra Albert, Maggie Delano, Jonathon Penney, Afsaneh Ragot, Ram Shankar Siva Kumar
Articles, Book Chapters, & Popular Press
This paper critically assesses the adequacy and representativeness of physical domain testing for various adversarial machine learning (ML) attacks against computer vision systems involving human subjects. Many papers that deploy such attacks characterize themselves as “real world.” Despite this framing, however, we found the physical or real-world testing conducted was minimal, provided few details about testing subjects and was often conducted as an afterthought or demonstration. Adversarial ML research without representative trials or testing is an ethical, scientific, and health/safety issue that can cause real harms. We introduce the problem and our methodology, and then critique the physical domain testing …
Code Is Law, But Law Is Increasingly Determining The Ethics Of Code: A Comment, Jonathon Penney
Code Is Law, But Law Is Increasingly Determining The Ethics Of Code: A Comment, Jonathon Penney
Articles, Book Chapters, & Popular Press
“Code is Law”, the aphorism Larry Lessig popularized, spoke to the importance of computer code as a central regulating force in the Internet age. That remains true, but today, overreaching laws are also increasingly subjugating important social and ethics questions raised by code to the domain of law. Those laws — like the CFAA and DMCA — need to be curtailed or their zealous enforcement reigned; they deter not only legitimate research but also important related social and ethics questions. But researchers must act too: to re-assert control over the social, legal, and ethical direction of their fields. Otherwise, law …
Code Is Law, But Law Is Increasingly Determining The Ethics Of Code: A Comment, Jonathon Penney
Code Is Law, But Law Is Increasingly Determining The Ethics Of Code: A Comment, Jonathon Penney
Articles, Book Chapters, & Popular Press
“Code is Law”, the aphorism Larry Lessig popularized, spoke to the importance of computer code as a central regulating force in the Internet age. That remains true, but today, overreaching laws are also increasingly subjugating important social and ethics questions raised by code to the domain of law. Those laws — like the CFAA and DMCA — need to be curtailed or their zealous enforcement reigned; they deter not only legitimate research but also important related social and ethics questions. But researchers must act too: to re-assert control over the social, legal, and ethical direction of their fields. Otherwise, law …