🔬 Research Summary by Boris Ruf, an AI researcher at AXA, focusing on algorithmic fairness and digital sustainability. [Original paper by Boris Ruf and Marcin Detyniecki] Overview: Measuring the carbon … [Read more...] about Open and Linked Data Model for Carbon Footprint Scenarios
Technical Methods
LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI’s ChatGPT Plugins
🔬 Research Summary by Umar Iqbal, an Assistant professor at Washington University in St. Louis, researching computer security and privacy. [Original paper by Umar Iqbal (Washington University in St. Louis), … [Read more...] about LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI’s ChatGPT Plugins
Defining a Research Testbed for Manned-Unmanned Teaming Research
🔬 Research Summary by Dr. James E. McCarthy and Dr. Lillian K.E. Asiala. Dr. McCarthy is Sonalysts’ Vice President of Instructional Systems and has 30+ years of experience developing adaptive training and … [Read more...] about Defining a Research Testbed for Manned-Unmanned Teaming Research
Robust Distortion-free Watermarks for Language Models
🔬 Research Summary by Rohith Kuditipudi, a third year Ph.D. student at Stanford University advised by John Duchi and Percy Liang. [Original paper by Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto, and … [Read more...] about Robust Distortion-free Watermarks for Language Models
Bias Propagation in Federated Learning
🔬 Research Summary by Hongyan Chang, a sixth-year Ph.D. student at the National University of Singapore, focuses on algorithmic fairness and privacy, particularly their intersection, and is also invested in advancing … [Read more...] about Bias Propagation in Federated Learning