here you goThings I’ve made, read and saved — shared here.

A Safety and Security Framework for Real-World Agentic Systems

Ghosh, Shaona, Barnaby Simkin, Kyriacos Shiarlis, Soumili Nandi, Dan Zhao, Matthew Fiedler, Julia Bazinska, et al. 2025. “A Safety and Security Framework for Real-World Agentic Systems.” arXiv:2511.21990 [cs.LG]. arxiv.org/abs/2511.21990

BibTeX
@misc{ghosh2025safetysecurityframeworkrealworld,
  title = {A Safety and Security Framework for Real-World Agentic Systems},
  author = {Ghosh, Shaona and Simkin, Barnaby and Shiarlis, Kyriacos and Nandi, Soumili and Zhao, Dan and Fiedler, Matthew and Bazinska, Julia and Pope, Nikki and Prabhu, Roopa and Rohrer, Daniel and Demoret, Michael and Richardson, Bartley},
  year = 2025,
  eprint = {2511.21990},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2511.21990},
  archiveprefix = {arXiv}
}

Download

Also here