Ethan M. Rudd | DeepAI

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∙ 01/29/2023

Cross-Subject Deep Transfer Models for Evoked Potentials in Brain-Computer Interface

Brain Computer Interface (BCI) technologies have the potential to improv...

0 Chad Mello, et al. ∙

∙ 12/05/2022

Efficient Malware Analysis Using Metric Embeddings

In this paper, we explore the use of metric learning to embed Windows PE...

0 Ethan M. Rudd, et al. ∙

∙ 12/14/2020

SOREL-20M: A Large Scale Benchmark Dataset for Malicious PE Detection

In this paper we describe the SOREL-20M (Sophos/ReversingLabs-20 Million...

0 Richard Harang, et al. ∙

∙ 11/05/2020

Training Transformers for Information Security Tasks: A Case Study on Malicious URL Prediction

Machine Learning (ML) for information security (InfoSec) utilizes distin...

0 Ethan M. Rudd, et al. ∙

∙ 05/16/2019

Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection

Machine learning (ML) used for static portable executable (PE) malware d...

0 Adarsh Kyadige, et al. ∙

∙ 05/15/2019

SMART: Semantic Malware Attribute Relevance Tagging

With the rapid proliferation and increased sophistication of malicious s...

0 Felipe N. Ducau, et al. ∙

∙ 03/13/2019

ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation

Malware detection is a popular application of Machine Learning for Infor...

0 Ethan M. Rudd, et al. ∙

∙ 10/29/2018

Principled Uncertainty Estimation for Deep Neural Networks

When the cost of misclassifying a sample is high, it is useful to have a...

8 Richard Harang, et al. ∙

∙ 04/22/2018

MEADE: Towards a Malicious Email Attachment Detection Engine

Malicious email attachments are a growing delivery vector for malware. W...

0 Ethan M. Rudd, et al. ∙

∙ 01/04/2018

Facial Attributes: Accuracy and Adversarial Robustness

Facial attributes, emerging soft biometrics, must be automatically and r...

0 Andras Rozsa, et al. ∙

∙ 05/03/2017

Toward Open-Set Face Recognition

Much research has been conducted on both face identification and face ve...

0 Manuel Günther, et al. ∙

∙ 10/21/2016

Automated Big Text Security Classification

In recent years, traditional cybersecurity safeguards have proven ineffe...

0 Khudran Alzhrani, et al. ∙

∙ 03/19/2016

A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions

As our professional, social, and financial existences become increasingl...

0 Ethan M. Rudd, et al. ∙