CAIN 2024
Sun 14 - Mon 15 April 2024 Lisbon, Portugal
co-located with ICSE 2024
Sun 14 Apr 2024 16:15 - 16:25 at Pequeno Auditório - Generative AI Engineering Chair(s): Ipek Ozkaya

The advent of Generative AI has marked a significant milestone in artificial intelligence, demonstrating remarkable capabilities in generating realistic images, texts, and data patterns. However, these advancements come with heightened concerns over data privacy and copyright infringement, primarily due to the reliance on vast datasets for model training. Traditional approaches like differential privacy, machine unlearning, and data poisoning only offer fragmented solutions to these complex issues. Our paper delves into the multifaceted challenges of privacy and copyright protection within the data lifecycle. We advocate for integrated approaches that combines technical innovation with ethical foresight, holistically addressing these concerns by investigating and devising solutions that are informed by the lifecycle perspective. This work aims to catalyze a broader discussion and inspire concerted efforts towards data privacy and copyright integrity in Generative AI.

Sun 14 Apr

Displayed time zone: Lisbon change

16:00 - 18:00
Generative AI EngineeringIndustry Talks / Research and Experience Papers at Pequeno Auditório
Chair(s): Ipek Ozkaya Carnegie Mellon University
16:00
15m
Talk
Developer Experiences with a Contextualized AI Coding Assistant: Usability, Expectations, and Outcomes
Research and Experience Papers
Gustavo Pinto Federal University of Pará (UFPA) and Zup Innovation, Cleidson de , Thayssa Rocha Zup Innovation & UFPA, Igor Steinmacher Northern Arizona University, Alberto de Souza Zup Innovation, Edward Monteiro StackSpot
16:15
10m
Talk
Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective
Research and Experience Papers
Dawen (David) Zhang CSIRO's Data61, Boming Xia CSIRO's Data61 & University of New South Wales, Yue Liu CSIRO's Data61 & University of New South Wales, Xiwei (Sherry) Xu CSIRO’s Data61, Thong Hoang CSIRO's Data61, Zhenchang Xing , Mark Staples CSIRO, Australia, Qinghua Lu CSIRO’s Data61, Liming Zhu CSIRO’s Data61
16:25
10m
Industry talk
Innovating Translation: Lessons Learned from BWX Generative Language Engine
Industry Talks
Vanilson Burégio Bureau Works, A: Iverson Pereira Bureau Works, Henrique Cabral
16:35
15m
Talk
Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI AccountabilityDistinguished paper Award Candidate
Research and Experience Papers
Boming Xia CSIRO's Data61 & University of New South Wales, Qinghua Lu CSIRO’s Data61, Liming Zhu CSIRO’s Data61, Sung Une (Sunny) Lee CSIRO's Data61, Yue Liu CSIRO's Data61 & University of New South Wales, Zhenchang Xing
Pre-print
16:50
10m
Live Q&A
GenAI : Q&A
Research and Experience Papers

17:00
60m
Panel
Industry Panel
Industry Talks

Hide past events