NLP NPUs and the Future of Endpoint Security jbower, September 23, 2023May 1, 2024 With the news that Intel is in the works to release their first NPU chips in the coming year. I thought it would be interesting to see how this could disrupt how cyber security is handled on the endpoint. For those of you who don’t know, an NPU is a… Continue Reading
NLP XGBoost Classifier: The Best for Uncovering DDoS Attacks Easily jbower, September 2, 2023September 2, 2023 Looking to decode the secret weapon against DDoS threats? Enter the XGBoost Classifier: your beacon in the storm of cyber attacks! Introduction In the expansive landscape of the web, as businesses fortify their digital fortresses, adversaries evolve. One of the most formidable challenges they face? Distributed Denial of Service (DDoS)… Continue Reading
NLP Decision Intelligence and Cyber Espionage: Navigating the Digital Shadows Now jbower, August 31, 2023September 1, 2023 In the digital age, where secrets are coded and hidden in binary, what’s the key to uncovering the truths buried deep within cyberspace? Unraveling the answer: Decision Intelligence, the ace up the sleeve for cyber operatives worldwide. Introduction Cyber espionage, the stealth art of the 21st century. While some seek… Continue Reading
NLG OpenAI GPT-3: How to Setup Easily NOW jbower, February 14, 2023April 23, 2023 This article assumes you have already created an account with OpenAI. Once you have done that you should be able to create your API key. You will need this API key to start doing the really cool things that OpenAI GPT-3 is capable of. I would suggest starting with some… Continue Reading
NLP Most Popular Word Embedding Techniques for the Win jbower, February 2, 2023April 21, 2023 Introduction Word embeddings techniques are a type of representation for natural language processing tasks in machine learning. They map words or phrases from a vocabulary to high-dimensional vectors, capturing semantic and syntactic relationships between the words. What are Word Embedding Techniques? Word embedding techniques represent words in a high-dimensional vector… Continue Reading
NLP Applying Game Theory For Use In Cyber Deception jbower, June 28, 2019November 9, 2023 The idea of using game theory to “manipulate” an attacker implies influencing their strategic choices to our advantage. Here are my thoughts on how game theory might benefit us in such an attempt: Continue Reading
NLG Explore The Foundations: Natural Language Generation & Processing For Better Understanding jbower, November 13, 2016April 21, 2023 Natural Language Generation & Processing Basics Both Natural Language Generation and Processing have been of interest to me for the past few years. My work in the Intelligence field has shown me the value and future of where these types of technologies will shine. This article aims to help anyone… Continue Reading
NLP Understanding State-Space In Relation To Anomaly Detection Now jbower, June 7, 2015July 2, 2024 Introduction State-space algorithms are effectively applied in anomaly detection within the domain of cybersecurity by modeling the normal and potentially abnormal behaviors of a system as states and transitions. Here’s how the concept is applied: Application in Anomaly Detection Defining States In cybersecurity, a state represents the condition or status… Continue Reading
NLP State-Space: An Easy To Understand Introduction jbower, February 8, 2015July 2, 2024 Overview State-space algorithms are computational methods used to solve problems by systematically exploring the various states or configurations of a system. These algorithms find extensive applications in fields like artificial intelligence, robotics, and operations research. Here’s a detailed explanation of state-space algorithms: Definition State-space algorithms operate by representing all possible… Continue Reading
NLP What is Natural Language Processing (NLP)? jbower, January 23, 2012April 24, 2023 So what is Natural Language Processing anyways? Well friend, Natural language processing (NLP) is a subfield of computer science and artificial intelligence that deals with the interaction between computers and humans using natural language. NLP involves the use of algorithms, machine learning models, and statistical methods to process and analyze… Continue Reading