🔬 Research Summary by Jennafer Shae Roberts, a social science researcher with Accel AI Institute specializing in AI and ethics from a decolonial perspective. [Original paper by Jennafer Shae Roberts and Laura … [Read more...] about In Consideration of Indigenous Data Sovereignty: Data Mining as a Colonial Practice
Privacy
Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions
🔬 Research Summary by Arjun Arunasalam, a 4th-year Computer Science Ph.D. student at Purdue University researching security, privacy, and trust on online platforms from a human-centered lens. [Original paper by … [Read more...] about Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions
Defending Against Authorship Identification Attacks
🔬 Research Summary by Haining Wang, a Ph.D. student at Indiana University Bloomington, specializing in natural language processing and large language models. [Original paper by Haining Wang] Overview: … [Read more...] about Defending Against Authorship Identification Attacks
Experimenting with Zero-Knowledge Proofs of Training
🔬 Research Summary by Guru Vamsi Policharla, a computer science PhD student at UC Berkeley. [Original paper by Sanjam Garg, Aarushi Goel, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Guru-Vamsi … [Read more...] about Experimenting with Zero-Knowledge Proofs of Training
Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
🔬 Research Summary by Michelle S. Lam , a Computer Science Ph.D. student at Stanford University in the Human-Computer Interaction Group, where she builds systems that empower everyday users to actively reshape the design … [Read more...] about Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising