Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks

Manohar Kaul, Aditya Saibewar, Sadbhavana Babar
2/12/2026

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@article{kaul2026beyond,
  title  = {Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks},
  author = {Manohar Kaul and Aditya Saibewar and Sadbhavana Babar},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:baab8e968b532a94d27917c9e551f0214b8c55d3},
  journal = {ICLR 2025 2025}
}

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