Tootfinder

Position: Privacy Is Not Just Memorization!
Niloofar Mireshghallah, Tianshi Li
https://arxiv.org/abs/2510.01645 https://arxiv.org/pdf/2510.01645

Position: Privacy Is Not Just Memorization!
The discourse on privacy risks in Large Language Models (LLMs) has disproportionately focused on verbatim memorization of training data, while a constellation of more immediate and scalable privacy threats remain underexplored. This position paper argues that the privacy landscape of LLM systems extends far beyond training data extraction, encompassing risks from data collection practices, inference-time context leakage, autonomous agent capabilities, and the democratization of surveillance thr…

Labour unions under neoliberal authoritarianism in the Global South: the cases of Turkey and Egypt
Mehmet Erman Erol, Cagatay Edgucan Sahin
https://arxiv.org/abs/2509.25152 http…

Labour unions under neoliberal authoritarianism in the Global South: the cases of Turkey and Egypt
This article analyses the trajectories of organised labour in times of neoliberalism in Turkey and Egypt and their current condition under securitised neoliberal-developmentalist regimes post-2013. Neoliberal experience in these countries was marked by continuing authoritarianism, challenging the view that economic liberalisation would lead to political democratisation. One of the most important areas of neoliberal restructuring has been labour markets. In order to achieve this, struggles over …