Charles K. Nicholas

CoRR, 2023

Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

[BibT_eX]

[DOI]

Maksim Ekin Eren

CoRR, 2023

IMCDCF: An Incremental Malware Detection Approach Using Hidden Markov Models.

[BibT_eX]

[DOI]

CoRR, 2023

MOTIF: A Malware Reference Dataset with Ground Truth Family Labels.

[BibT_eX]

[DOI]

Comput. Secur., 2023

MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2023

Quantum Optimized Centroid Initialization.

[BibT_eX]

[DOI]

Nicholas R. Allgood

Ajinkya Borle

Proceedings of the Future Technologies Conference, 2023

A PDF Malware Detection Method Using Extremely Small Training Sample Size.

[BibT_eX]

[DOI]

Cynthia Matuszek

Proceedings of the ACM Symposium on Document Engineering 2023, 2023

AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 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

Evaluating Representativeness in PDF Malware Datasets: A Comparative Study and a New Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time.

[BibT_eX]

[DOI]

Robert J. Joyce

CoRR, 2022

One-Shot Federated Group Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A Quantum Algorithm to Locate Unknown Hashgrams.

[BibT_eX]

[DOI]

Nicholas R. Allgood

Proceedings of the Future Technologies Conference, 2022

SeNMFk-SPLIT: large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM Symposium on Document Engineering, 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

MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery.

[BibT_eX]

[DOI]

CoRR, 2021

Document engineering issues in malware analysis.

[BibT_eX]

[DOI]

Robert J. Joyce

Steve Simske

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

COVID-19 multidimensional kaggle literature organization.

[BibT_eX]

[DOI]

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels.

[BibT_eX]

[DOI]

Robert J. Joyce

Proceedings of the AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, 2021

Searching for Selfie in TLS 1.3 with the Cryptographic Protocol Shapes Analyzer.

[BibT_eX]

[DOI]

Prajna Bhandary

Edward Zieglar

Proceedings of the Protocols, Strands, and Logic, 2021

2020

A Survey of Machine Learning Methods and Challenges for Windows Malware Classification.

[BibT_eX]

[DOI]

CoRR, 2020

A Quantum Algorithm To Locate Unknown Hashes For Known N-Grams Within A Large Malware Corpus.

[BibT_eX]

[DOI]

Nicholas R. Allgood

Ketan Rajshekhar Shahapure

CoRR, 2020

Cluster Quality Analysis Using Silhouette Score.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

COVID-19 Kaggle Literature Organization.

[BibT_eX]

[DOI]

Proceedings of the DocEng '20: ACM Symposium on Document Engineering 2020, Virtual Event, CA, USA, September 29, 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

A New Burrows Wheeler Transform Markov Distance.

[BibT_eX]

[DOI]

Mark McLean

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

KiloGrams: Very Large N-Grams for Malware Classification.

[BibT_eX]

[DOI]

CoRR, 2019

PyLZJD: An Easy to Use Tool for Machine Learning.

[BibT_eX]

[DOI]

Joe Aurelio

Proceedings of the 18th Python in Science Conference 2019 (SciPy 2019), Austin, Texas, July 8, 2019

2018

An investigation of byte n-gram features for malware classification.

[BibT_eX]

[DOI]

J. Comput. Virol. Hacking Tech., 2018

Lempel-Ziv Jaccard Distance, an effective alternative to ssdeep and sdhash.

[BibT_eX]

[DOI]

Digit. Investig., 2018

Toward Metric Indexes for Incremental Insertion and Querying.

[BibT_eX]

[DOI]

CoRR, 2018

Hash-Grams: Faster N-Gram Features for Classification and Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2018, 2018

Engineering a Simplified 0-Bit Consistent Weighted Sampling.

[BibT_eX]

[DOI]

Jared Sylvester

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus.

[BibT_eX]

[DOI]

Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), 2018

Malware Detection by Eating a Whole EXE.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

What can N-grams learn for malware detection?

[BibT_eX]

[DOI]

Richard Zak

Proceedings of the 12th International Conference on Malicious and Unwanted Software, 2017

An Alternative to NCD for Large Sequences, Lempel-Ziv Jaccard Distance.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Document Engineering Issues in Malware Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM Symposium on Document Engineering, 2017

Learning the PE Header, Malware Detection with Minimal Domain Knowledge.

[BibT_eX]

[DOI]

Jared Sylvester

Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017

Malware Classification and Class Imbalance via Stochastic Hashed LZJD.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017

2016

Document Engineering Issues in Malware Analysis.

[BibT_eX]

[DOI]

Robert Brandon

Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

2015

Document Engineering Issues in Document Analysis.

[BibT_eX]

[DOI]

Robert Brandon

Proceedings of the 2015 ACM Symposium on Document Engineering, 2015

2013

Document engineering education: workshop report.

[BibT_eX]

[DOI]

Ethan V. Munson

SIGWEB Newsl., 2013

Change-link 2.0: a digital forensic tool for visualizing changes to shadow volume data.

[BibT_eX]

[DOI]

Timothy R. Leschke

Proceedings of the 10th Workshop on Visualization for Cyber Security, 2013

2009

Addressing morphological variation in alphabetic languages.

[BibT_eX]

[DOI]

Paul McNamee

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Translation Corpus Source and Size in Bilingual Retrieval.

[BibT_eX]

[DOI]

Paul McNamee

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

2008

Don't have a stemmer?: be un+concern+ed.

[BibT_eX]

[DOI]

Paul McNamee

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Topological analysis of an online social network for older adults.

[BibT_eX]

[DOI]

Marcella Wilson

Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 2008

2007

Building initial partitions through sampling techniques.

[BibT_eX]

[DOI]

Vladimir Volkovich

Eur. J. Oper. Res., 2007

2006

Sampling Methods for Building Initial Partitions.

[BibT_eX]

[DOI]

Zeev Volkovich

Proceedings of the Grouping Multidimensional Data - Recent Advances in Clustering, 2006

2005

Data Driven Similarity Measures for <i>k</i>-Means Like Clustering Algorithms.

[BibT_eX]

[DOI]

Marc Teboulle

Inf. Retr., 2005

2004

Finding aliases on the web using latent semantic analysis.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2004

2003

Text mining with information-theoretic clustering.

[BibT_eX]

[DOI]

Vladimir Volkovich

Comput. Sci. Eng., 2003

UMBC at TREC 12.

[BibT_eX]

[DOI]

Proceedings of The Twelfth Text REtrieval Conference, 2003

2002

Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8.

[BibT_eX]

[DOI]

Inf. Retr., 2002

ITtalks: A Case Study in the Semantic Web and DAML+OIL.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2002

Agents Making Sense of the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

CARROTT 11 and the TREC 11 Web Track.

[BibT_eX]

[DOI]

Proceedings of The Eleventh Text REtrieval Conference, 2002

Integrating Distributed Information Sources with CARROT II.

[BibT_eX]

[DOI]

Proceedings of the Cooperative Information Agents VI, 6th International Workshop, 2002

2001

Case Study: Visualization and Information Retrieval Techniques for Network Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 3rd Joint Eurographics - IEEE TCVG Symposium on Visualization, 2001

Ranking Retrieval Systems without Relevance Judgments.

[BibT_eX]

[DOI]

Patrick Cahan

Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

ITTALKS: A Case Study in the Semantic Web and DAML.

[BibT_eX]

[DOI]

Proceedings of SWWS'01, The first Semantic Web Working Symposium, Stanford University, California, USA, July 30, 2001

ITTALKS: An Application of Agents in the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Engineering Societies in the Agents World II, 2001

2000

Performance and Scalability of a Large-Scale N-gram Based Information Retrieval System.

[BibT_eX]

[DOI]

J. Digit. Inf., 2000

Collaborative filtering and the generalized vector space model.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

1999

Workshop on Recommender Systems: Algorithms and Evaluation.

[BibT_eX]

[DOI]

Michael J. Pazzani

SIGIR Forum, 1999

Interactive Volumetric Information Visualization for Document Corpus Management.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., 1999

Techniques for Gigabyte-Scale N-gram Based Information Retrieval on Personal Computers.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

1998

Spotting Topics with the Singular Value Decomposition.

[BibT_eX]

[DOI]

Randall Dahlberg

Proceedings of the Principles of Digital Document Processing, 4th International Workshop, 1998

1997

Agent Development Support for Tcl.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual Tcl/Tk Workshop 1997, 1997

Visualizing Document Authorship Using n-grams and Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the Workshop on New Paradigms in Information Visualization and Manipulation, 1997

TKQML: A Scripting Tool for Building Agents.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Agents IV, 1997

1996

TELLTALE: Experiments in a Dynamic Hypertext Environment for Degraded and Multilingual Data.

[BibT_eX]

[DOI]

Claudia Pearce

J. Am. Soc. Inf. Sci., 1996

Using Statistical Properties of Text to Create Metadata.

[BibT_eX]

[DOI]

Grace Crowder

Proceedings of the 1st IEEE Metadata Conference 1996, MD 1996, Silver Spring, 1996

1995

Reliability of WWW Name Servers.

[BibT_eX]

[DOI]

Kenneth E. Rowe

Comput. Networks ISDN Syst., 1995

An Approach to Large Scale Distributed Information Systems Using Statistical Properties of Text to Guide Agent Search.

[BibT_eX]

Grace Crowder

Proceedings of the CIKM 1995 Intelligent Information Agents Workshop, 1995

1993

Information and Knowledge Management: Guest Editors' Introduction.

[BibT_eX]

[DOI]

Yelena Yesha

Int. J. Cooperative Inf. Syst., 1993

Snitch: Augmenting Hypertext Documents with a Semantic Net.

[BibT_eX]

[DOI]

Int. J. Cooperative Inf. Syst., 1993

Canto: a Hypertext Data Model.

[BibT_eX]

Linda H. Rosenberg

Electron. Publ., 1993

Generating a Dynamic Hypertext Environment with n-gram Analysis.

[BibT_eX]

[DOI]

Claudia Pearce

Proceedings of the CIKM 93, 1993

1992

On the Interchangeability of SGML and ODA.

[BibT_eX]