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08/20/2023
Can Large Language Models Find And Fix Vulnerable Software?
In this study, we evaluated the capability of Large Language Models (LLM...
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08/07/2023
AI Text-to-Behavior: A Study In Steerability
The research explores the steerability of Large Language Models (LLMs), ...
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07/23/2023
Adversarial Agents For Attacking Inaudible Voice Activated Devices
The paper applies reinforcement learning to novel Internet of Thing conf...
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05/07/2023
Professional Certification Benchmark Dataset: The First 500 Jobs For Large Language Models
The research creates a professional certification survey to test large l...
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04/25/2023
NUANCE: Near Ultrasound Attack On Networked Communication Environments
This study investigates a primary inaudible attack vector on Amazon Alex...
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01/31/2023
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models
Large language models (LLM) such as OpenAI's ChatGPT and GPT-3 offer uni...
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01/10/2023
Chatbots in a Honeypot World
Question-and-answer agents like ChatGPT offer a novel tool for use as a ...
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01/05/2023
Chatbots As Fluent Polyglots: Revisiting Breakthrough Code Snippets
The research applies AI-driven code assistants to analyze a selection of...
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01/01/2023
Chatbots as Problem Solvers: Playing Twenty Questions with Role Reversals
New chat AI applications like ChatGPT offer an advanced understanding of...
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12/18/2022
Chatbots in a Botnet World
Question-and-answer formats provide a novel experimental platform for in...
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12/09/2022
The Turing Deception
This research revisits the classic Turing test and compares recent large...
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12/01/2022
Soft Labels for Rapid Satellite Object Detection
Soft labels in image classification are vector representations of an ima...
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09/23/2022
Soft-labeling Strategies for Rapid Sub-Typing
The challenge of labeling large example datasets for computer vision con...
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07/26/2022
Physical Systems Modeled Without Physical Laws
Physics-based simulations typically operate with a combination of comple...
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07/18/2022
Word Play for Playing Othello (Reverses)
Language models like OpenAI's Generative Pre-Trained Transformers (GPT-2...
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10/20/2021
Color Teams for Machine Learning Development
Machine learning and software development share processes and methodolog...
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10/14/2021
A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity
A survey of machine learning techniques trained to detect ransomware is ...
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09/24/2021
POSSE: Patterns of Systems During Software Encryption
This research recasts ransomware detection using performance monitoring ...
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09/07/2021
Puzzle Solving without Search or Human Knowledge: An Unnatural Language Approach
The application of Generative Pre-trained Transformer (GPT-2) to learn t...
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07/01/2021
Overhead-MNIST: Machine Learning Baselines for Image Classification
Twenty-three machine learning algorithms were trained then scored to est...
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04/09/2021
Rock Hunting With Martian Machine Vision
The Mars Perseverance rover applies computer vision for navigation and h...
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03/29/2021
Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models
Image classification is a common step in image recognition for machine l...
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03/03/2021
A Modified Drake Equation for Assessing Adversarial Risk to Machine Learning Models
Each machine learning model deployed into production has a risk of adver...
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02/28/2021
Virus-MNIST: A Benchmark Malware Dataset
The short note presents an image classification dataset consisting of 10...
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02/19/2021
Multilingual Augmenter: The Model Chooses
Natural Language Processing (NLP) relies heavily on training data. Trans...
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02/19/2021
Fortify Machine Learning Production Systems: Detect and Classify Adversarial Attacks
Production machine learning systems are consistently under attack by adv...
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02/08/2021
Overhead MNIST: A Benchmark Satellite Dataset
The research presents an overhead view of 10 important objects and follo...
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01/05/2021
Local Translation Services for Neglected Languages
Taking advantage of computationally lightweight, but high-quality transl...
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09/07/2020
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing
In Machine Learning, White Box Adversarial Attacks rely on knowing under...
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08/02/2020
The Chess Transformer: Mastering Play using Generative Language Models
This work demonstrates that natural language transformers can support mo...
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07/07/2020
The Go Transformer: Natural Language Modeling for Game Play
This work applies natural language modeling to generate plausible strate...
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06/19/2020
Systematic Attack Surface Reduction For Deployed Sentiment Analysis Models
This work proposes a structured approach to baselining a model, identify...
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01/24/2020
The Enron Corpus: Where the Email Bodies are Buried?
To probe the largest public-domain email database for indicators of frau...
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01/03/2020
Discoverability in Satellite Imagery: A Good Sentence is Worth a Thousand Pictures
Small satellite constellations provide daily global coverage of the eart...
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01/30/2019
Classifier Suites for Insider Threat Detection
Better methods to detect insider threats need new anticipatory analytics...
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12/11/2018
Data Strategies for Fleetwide Predictive Maintenance
For predictive maintenance, we examine one of the largest public dataset...
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10/03/2018