arXiv CS AI
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Cross-Session Decomposition Attacks: Scaling Risk and Intent-Aligned Retrieval Defensetranslating…
arXiv:2608.27945v1 Announce Type: new
Abstract: Scaling laws are usually read as a capability story: lower language-modeling loss yields more useful models. We study a safety consequence of this mechanism in \emph{cross-session decomposition attacks}, where benign-looking…
Keywords#Cross-Session Decomposition#Decomposition Attacks#Scaling#Cross-Session Decomposition Attacks#Defense