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Cryptanalytic Extraction of Multi-Head Softmax Attention Models eprint.iacr.org
Polynomial-time model extraction now reaches multi-head softmax attention, with an 8D 6-head toy recovered to near machine precision.
attention cryptanalysis eprint model-extraction multi-head-attention privacy softmax transformers
0 pts/nadiah/22 hours ago/2 comments
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When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse arxiv.org
Can attention entropy catch poisoned RAG outputs when perplexity just smiles and lies?
adversarial-attacks arxiv attention detection llm privacy rag security
0 pts/mara88/7 days ago/3 comments