Fundamentally Understanding and Solving RowHammer

The work

AuthorsOnur Mutlu; Ataberk Olgun; A. Giray Yağlıkçı
Editors
Typeinproceedings
Year2023
Citekeymutlu2023fundamentally

Where it appeared

Published inProceedings of the 28th Asia and South Pacific Design Automation Conference
Pages461--468

Identifiers

DOI10.1145/3566097.3568350
ISBN978-1-4503-9783-4

Related

Distinct fromkim2014flipping The discovery and the remedy. Onur Mutlu is the last author of the 2014 experimental study that found the effect and the author of the 2023 paper on understanding and solving it.

Abstract

We provide an overview of recent developments and future directions in the RowHammer vulnerability that plagues modern DRAM (Dynamic Random Memory Access) chips, which are used in almost all computing systems as main memory. RowHammer is the phenomenon in which repeatedly accessing a row in a real DRAM chip causes bitflips (i.e., data corruption) in physically nearby rows. This phenomenon leads to a serious and widespread system security vulnerability, as many works since the original RowHammer paper in 2014 have shown. Recent analysis of the RowHammer phenomenon reveals that the problem is getting much worse as DRAM technology scaling continues: newer DRAM chips are fundamentally more vulnerable to RowHammer at the device and circuit levels. Deeper analysis of RowHammer shows that there are many dimensions to the problem as the vulnerability is sensitive to many variables, including environmental conditions (temperature & voltage), process variation, stored data patterns, as well as memory access patterns and memory control policies. As such, it has proven difficult to devise fully-secure and very efficient (i.e., low-overhead in performance, energy, area) protection mechanisms against RowHammer and attempts made by DRAM manufacturers have been shown to lack security guarantees. After reviewing various recent developments in exploiting, understanding, and mitigating RowHammer, we discuss future directions that we believe are critical for solving the RowHammer problem. We argue for two major directions to amplify research and development efforts in: 1) building a much deeper understanding of the problem and its many dimensions, in both cutting-edge DRAM chips and computing systems deployed in the field, and 2) the design and development of extremely efficient and fully-secure solutions via system-memory cooperation.

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Added2026-08-04 00:00 UTC
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Cite it as

@inproceedings{mutlu2023fundamentally,
  title        = {Fundamentally Understanding and Solving RowHammer},
  author       = {Onur Mutlu and Ataberk Olgun and A. Giray Yağlıkçı},
  year         = {2023},
  booktitle    = {Proceedings of the 28th Asia and South Pacific Design Automation Conference},
  pages        = {461--468},
  isbn         = {978-1-4503-9783-4},
  doi          = {10.1145/3566097.3568350},
}

This record lives at https://refs.drheap.org/mutlu2023fundamentally/ and will keep doing so.