Event Tensor: A Unified Abstraction for Compiling Dynamic Megakernel
2026-04-16T08:52:22Z•0ad6e1f2afb3b2f97f16ba3c6eb96394f0ce5f02171d5ae76065c8f10e5e365c
GPUHPCLLM-securityMPCNVMeoFSONiCT-PAWattack-surfacebit-flipblock-withholdingcompiler-fusioncryptocurrencydifferential-privacydisaggregated-storagefederated-learningfinancial-fraudhardware-faultsmining-poolmodel-corruptionoffload-computationopen-networkingpersistent-kernelrowhammer
What happened
This document is an arXiv feed of systems/ML/HPC research. Several items have direct security implications: (1) “Temporary Power Adjusting Withholding (T-PAW)” generalizes block-withholding attacks against mining pools and shows materially larger adversary profit potential versus prior PAW, exposing a structural incentive vulnerability in pooled cryptocurrency mining; (2) “BitFlipScope” analyzes silent bit-flip corruptions (hardware degradation, cosmic rays, Rowhammer) that can stealthily corrupt LLM parameters and describes scalable localization and lightweight recovery methods — confirming a
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_dc
- Record identifier
- 0ad6e1f2afb3b2f97f16ba3c6eb96394f0ce5f02171d5ae76065c8f10e5e365c
- Enrichment time
- 2026-04-16T08:52:22Z
- AI-assisted enrichment
- Yes
This record may overlap with other records. Its enrichment can be incomplete or wrong, and machine assistance was used. Validate consequential decisions against the linked source and your own environment.