Academic-Industry Research Contribution

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Publications

NetApp’s paper publication history demonstrates a compelling thought leadership within its industry. Several “Test of Time” awards have been given to NetApp papers for having content that remained vibrant and useful for 10 or more years. NetApp authors regularly appear in some of the top premier conferences. A list of NetApp authored, or co-authored papers published through peer-reviewed conferences or journals is provided below.

Instruction Backdoor Attacks Against Customized LLMs

FAKEPCD: Fake Point Cloud Detection via Source Attribution

Composite Backdoor Attacks against large language models

I/O in a Flash: Evolution of ONTAP to Low-Latency SSDs

Test-Time Poisoning Attacks Against Test-Time Adaptation Models

You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content:

Dynamic Data Partitioning in the WAFL File System

Quantifying Privacy Risks of Prompts in Visual Prompt Learning

One Size Does not Fit All: Quantifying the Risk of Malicious App Encounters for Different Android User Profiles

A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots

Generated Graph Detection

HashTag: Fast Lookup in a Persistent Memory Filesystem

Backdoor Attacks Against Dataset Distillation

CERBERUS: Exploring Federated Prediction of Security Events 

Finding MNEMON: Reviving Memories of Node Embeddings

Amplifying Membership Exposure via Data Poisoning

On the Privacy Risks of Cell-Based NAS Architectures

Beating the I/O bottleneck: a case for log-structured virtual disks

BetrFS: a compleat file system for commodity SSDs

HintStor: A Framework to Study I/O Hints in Heterogeneous Storage

Survey of Distributed File System Design Choices

Making QUIC Quicker with NIC Offload

Neural Trees: Using Neural Networks as an Alternative to Binary Comparison in Classical Search Trees

Scalable Coordination of Hierarchical Parallelism

PracExtractor: Extracting Configuration Good Practices from Manuals to Detect Server Misconfigurations

Towards Securing the Internet of Things with QUIC

Countering Fragmentation on an Enterprise Storage System

Prism: Proxies without the Pain

Towards Understanding the Robustness Against Evasion Attack on Categorical Data 

Fellowships

Research grants, including NetApp Faculty Fellowships(NFF) encourage leading-edge research in storage and data management and to foster relationships between academic researchers and engineers.Please see below for current list of past research grants.

Sergio Salinas Monroy, Wichita State University

Michio Honda, University of Edinburgh, United Kingdom

Remzi Arpaci-Dusseau, University of Wisconsin-Madison

Peter Desnoyers, Northeastern University

Jian Huang, University of Illinois at Urbana-Champaign

Eamonn Keogh, UC Riverside

John Paparrizos, University of Chicago

Remzi Arpaci-Dusseau, University of Wisconsin-Madison

Stratos Idreos, Harvard

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