> This video debunks 4 dangerously misleading scientific papers, all with a Google co-author, that denigrate the urgent need for massive audits and investments in security and ethics. Terrifyingly, the scientific community has scientifically validated and massively propagated what appears to be intentional disinformation.<p>Script and sources: <a href="https://docs.google.com/document/d/1MZinEbqdCyvssBWHsX2Qjrv91UlPtTL8OHPQ3gqHO7k/edit#" rel="nofollow">https://docs.google.com/document/d/1MZinEbqdCyvssBWHsX2Qjrv9...</a><p>French researcher and youtuber Lê Nguyên Hoang tries in this video essay to demonstrate that the ML research community is plagued by unfounded claims of algorithms being privacy-preserving, and lack of accountability over ethical concerns.
This video seems to be the continuation of papers co-authored by Lê:<p>> SoK: On the Impossible Security of Very Large Foundation Models
<a href="https://arxiv.org/abs/2209.15259" rel="nofollow">https://arxiv.org/abs/2209.15259</a><p>> An Equivalence Between Data Poisoning and Byzantine Gradient Attacks
<a href="https://proceedings.mlr.press/v162/farhadkhani22b.html" rel="nofollow">https://proceedings.mlr.press/v162/farhadkhani22b.html</a>