Dennis Reidsma, Jeroen van der Ham, and Andrea Continella (University of Twente)

Cybersecurity research involves ethics risks such as accidental privacy breaches, corruption of production services, and discovery of weaknesses in networked systems. Although literature describes these and other issues in some depth, reflection on these issues is not yet well embedded in typical Ethics Review Board procedures. In this paper, we operationalize existing guidance on cybersecurity research ethics into a proposal that can be directly implemented in an Ethics Review Board. We provide a set of self-assessment questions to effectively and efficiently probe the ethics of proposed cybersecurity research, a Coordinated Vulnerability Disclosure procedure for discoveries made in the course of research, and an outline of a university policy to institutionally embed this procedure, which could be adapted and adopted by research institutes. With this paper, we hope to contribute to more Ethics Review Boards taking up the challenge of addressing cybersecurity research ethics in an adequate and productive manner.

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PPA: Preference Profiling Attack Against Federated Learning

Chunyi Zhou (Nanjing University of Science and Technology), Yansong Gao (Nanjing University of Science and Technology), Anmin Fu (Nanjing University of Science and Technology), Kai Chen (Chinese Academy of Science), Zhiyang Dai (Nanjing University of Science and Technology), Zhi Zhang (CSIRO's Data61), Minhui Xue (CSIRO's Data61), Yuqing Zhang (University of Chinese Academy of Science)

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ProbFlow : Using Probabilistic Programming in Anonymous Communication Networks

Hussein Darir (University of Illinois Urbana-Champaign), Geir Dullerud (University of Illinois Urbana-Champaign), Nikita Borisov (University of Illinois Urbana-Champaign)

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Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks...

Hadi Abdullah (Visa Research), Aditya Karlekar (University of Florida), Saurabh Prasad (University of Florida), Muhammad Sajidur Rahman (University of Florida), Logan Blue (University of Florida), Luke A. Bauer (University of Florida), Vincent Bindschaedler (University of Florida), Patrick Traynor (University of Florida)

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Let Me Unwind That For You: Exceptions to Backward-Edge...

Victor Duta (Vrije Universiteit Amsterdam), Fabian Freyer (University of California San Diego), Fabio Pagani (University of California, Santa Barbara), Marius Muench (Vrije Universiteit Amsterdam), Cristiano Giuffrida (Vrije Universiteit Amsterdam)

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