James Holt

Townsend Southard Pantano

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Assemblage: Automatic Binary Dataset Construction for Machine Learning.

[BibT_eX]

[DOI]

Kristopher K. Micinski

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Walsh Hadamard Derived Linear Vector Symbolic Architecture.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Exploring the Sharpened Cosine Similarity.

[BibT_eX]

[DOI]

CoRR, 2023

Marvolo: Programmatic Data Augmentation for Deep Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Recasting Self-Attention with Holographic Reduced Representations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

An Easy Rejection Sampling Baseline via Gradient Refined Proposals.

[BibT_eX]

[DOI]

Mark McLean

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits!

[BibT_eX]

[DOI]

Proceedings of the Conference on Applied Machine Learning in Information Security, 2023

MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers.

[BibT_eX]

[DOI]

Proceedings of the Conference on Applied Machine Learning in Information Security, 2023

A Coreset Learning Reality Check.

[BibT_eX]

[DOI]

Fred Lu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Artificial Intelligence for Cyber Security (AICS).

[BibT_eX]

[DOI]

CoRR, 2022

Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations.

[BibT_eX]

[DOI]

Tim Oates

Proceedings of the International Conference on Machine Learning, 2022

Lempel-Ziv Networks.

[BibT_eX]

[DOI]

Rebecca Saul

Proceedings of the Proceedings on "I Can't Believe It's Not Better!, 2022

Efficient Malware Analysis Using Metric Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Conference on Applied Machine Learning in Information Security, 2022

Minimizing Compute Costs: When Should We Run More Expensive Malware Analysis?

[BibT_eX]

[DOI]

Proceedings of the Conference on Applied Machine Learning in Information Security, 2022

Out of Distribution Data Detection Using Dropout Bayesian Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

Learning with Holographic Reduced Representations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Creating Cybersecurity Knowledge Graphs From Malware After Action Reports.

[BibT_eX]

[DOI]

IEEE Access, 2020

Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors.

[BibT_eX]

[DOI]

Bobby Filar

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Automatic Yara Rule Generation Using Biclustering.

[BibT_eX]

[DOI]

Proceedings of the AISec@CCS 2020: Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020

2019

Grand Challenge: Applying Artificial Intelligence and Machine Learning to Cybersecurity.

[BibT_eX]

[DOI]

Computer, 2019

RelExt: relation extraction using deep learning approaches for cybersecurity knowledge graph improvement.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

FMLRC: Hybrid long read error correction using an FM-index.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

2016

Using the Multi-String Burrow-Wheeler transform for High-Throughput sequence Analysis.

[BibT_eX]

[DOI]

PhD thesis, 2016

2015

Short read error correction using an FM-index.

[BibT_eX]

[DOI]

Seth Greenstein

Leonard McMillan

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

A symbiotic simulation architecture for evaluating UAVs collision avoidance techniques.

[BibT_eX]

[DOI]

J. Simulation, 2014

Unmanned Aerial System Collision Avoidance Using Artificial Potential Fields.

[BibT_eX]

[DOI]

J. Aerosp. Inf. Syst., 2014

Merging of multi-string BWTs with applications.

[BibT_eX]

[DOI]

Leonard McMillan

Bioinform., 2014

A novel multi-alignment pipeline for high-throughput sequencing data.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2014

Constructing burrows-wheeler transforms of large string collections via merging.

[BibT_eX]

[DOI]

Leonard McMillan

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

Read Annotation Pipeline for High-Throughput Sequencing Data.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

e6500: Freescale's Low-Power, High-Performance Multithreaded Embedded Processor.

[BibT_eX]

[DOI]

IEEE Micro, 2012

2006

Workload Slicing for Characterizing New Features in High Performance Microprocessors.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Microprocessor Test and Verification (MTV 2006), 2006

Improved stride prefetching using extrinsic stream characteristics.

[BibT_eX]

[DOI]

Hassan Al-Sukhni

Daniel A. Connors

Proceedings of the 2006 IEEE International Symposium on Performance Analysis of Systems and Software, 2006

1998

Improving the PIM Routing Protocol with Adaptive Switching Mechanism between Its Two Sparse Sub-Modes.

[BibT_eX]

[DOI]

Wuxu Peng

Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1998), 1998

1997

An Innovative Routing Protocol Evaluation Tool.

[BibT_eX]

[DOI]