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Ethical Testing In The Real World: Evaluating Physical Testing Of Adversarial Machine Learning, Kendra Albert, Maggie Delano, Jonathon W. Penney, Afsaneh Rigot, Ram Shankar Siva Kumar
Ethical Testing In The Real World: Evaluating Physical Testing Of Adversarial Machine Learning, Kendra Albert, Maggie Delano, Jonathon W. Penney, Afsaneh Rigot, Ram Shankar Siva Kumar
Articles & Book Chapters
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 …
Breaking The Code: Cryptocurrency And Programming Proposal, Allan C. Hutchinson
Breaking The Code: Cryptocurrency And Programming Proposal, Allan C. Hutchinson
Articles & Book Chapters
The problem to be faced in regulating cryptocurrency is the general thrust of the ‘governance paradox’—how do you regulate an innovative scheme that demands some regulation in the public interest, when you know that any regulation will transform the very features of that scheme that not only makes it what it is, but also makes it especially useful and attractive to that same public? More specifically, how do you regulate an off-the-grid, decentralized and distributed scheme without making it into an on-the-grid, centralized and undistributed scheme? This is the challenge to be met in devising any kind of proposal to …
The Chilling Effect Claims In ‘Zeran V. Aol’, Jonathon W. Penney
The Chilling Effect Claims In ‘Zeran V. Aol’, Jonathon W. Penney
Articles & Book Chapters
No abstract provided.