TranScope: What the Software Hides About LLM Training Data, the Hardware Reveals at Scale, and Accelerators Magnify
TranScope detects LLM training membership from TLB and accelerator timing without a surrogate model.
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TranScope detects LLM training membership from TLB and accelerator timing without a surrogate model.
Ubuntu’s FIPS Linux kernel update fixes an Arm TLB flaw and other kernel bugs, including CVE-2025-10263.
Ubuntu kernel update fixes an Arm TLB race that may allow local privilege escalation, plus other driver and filesystem flaws.
Xen Project released XSA-511 (CVE-2026-79603) fixing missing TLB flushes before page scrubbing that can leak x86 PV guest data.
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