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Full-Text Articles in Law
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 …
Flying Under The Radar: Two Decades Of Dna Testing At Ircc, Ida Ngueng Feze, Gabriel Marrocco, Miriam Pinkesz, Jacqueline Lacey, Yann Joly
Flying Under The Radar: Two Decades Of Dna Testing At Ircc, Ida Ngueng Feze, Gabriel Marrocco, Miriam Pinkesz, Jacqueline Lacey, Yann Joly
Canadian Journal of Law and Technology
Since the early 1990s, Immigration, Refugees and Citizenship Canada (formerly Citizenship and Immigration Canada) began using DNA testing technology in the processing of family reunification applications. Over the years, Canadian citizens, permanent residents, and family members living abroad have been increasingly suggested, or required to undergo DNA testing to either facilitate or enable them to reunite in Canada, under the family reunification procedure. This practice, although said to be rare, has since grown in popularity, and is used more extensively for applications coming from certain regions, including Africa, Asia, and the Caribbean. Through analysis of recent case law, this paper …
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 …
Protecting Human Research Subjects: A Jurisdictional Analysis, Jennifer Llewellyn, Jocelyn Downie, Robert Holmes
Protecting Human Research Subjects: A Jurisdictional Analysis, Jennifer Llewellyn, Jocelyn Downie, Robert Holmes
Articles, Book Chapters, & Popular Press
The most recent speech from the throne contained a pledge from the federal government to "work with provinces to implement a national system for the governance of research involving humans, including national research ethics and standards." This commitment signals a desire on the part of the federal government to address concerns about the inadequacies of the current governance of health research involving humans (RIH). To this end, Health Canada's Ethics Division is currently exploring the ways in which such a national governance system for RIH might be implemented. It is important for the federal government, as it moves toward making …