As we come to the close of 2023, I thought it would be a good opportunity to get back to basics. In this post, I wanted to review cyber attacks and attack controls at each of the OSI layers in hopes that we can be more cyber resilient in the upcoming year. The OSI (Open…
AI’s Crucial Role in Safeguarding Cryptography in the Era of Quantum Computing
The rapid advancement of quantum computing brings with it the potential to revolutionize various industries. However, one area of concern arises when it comes to cryptography—a cornerstone of our digital world. Traditional cryptographic methods that have long been relied upon for secure communication and data protection may soon become vulnerable to quantum attacks. To address…
The Arms Race of Adversarial AI
As technology increasingly becomes a ubiquitous aspect of our daily lives, we cannot ignore the significant impact of artificial intelligence on our society. While AI has immense potential to bring about positive changes in various sectors, the race to develop AI applications that can outsmart and outmatch each other has led to the rise of…
Leveraging GPT for Authentication: A Deep Dive into a New Realm of Cybersecurity
The world of cybersecurity is always evolving, and experts are continually exploring new possibilities to secure systems and data. In recent years, Generative Pretrained Transformers (GPT) have made a significant impact on the tech world, primarily due to their profound capabilities in natural language understanding and generation. Given the audience’s familiarity with GPT models, we’ll…
Strategies to Combat Bias in Artificial Intelligence
With the increasing prominence of Artificial Intelligence (AI) in our daily lives, the challenge of handling bias in AI systems has become more critical. AI’s bias issue is not merely a technical challenge but a societal concern that requires a multidisciplinary approach for its resolution. This blog post discusses various strategies to combat bias in…
Enhancing SIEM with GPT Models: Unleashing the Power of Advanced Language Models in Cyber Security
As cyber security threats continue to evolve, organizations need to stay one step ahead to protect their critical infrastructure and sensitive data. Security Information and Event Management (SIEM) systems have long been a cornerstone in the field of cyber security, providing real-time analysis of security alerts and events generated by applications and network hardware. By…
Using Logistic Regression to Predict Personal Loan Purchase: A Classification Approach
In a previous post, I explored building a supervised machine learning model using linear regression to predict the price of used cars. In this post, I will use supervised learning with classification to see if I can successfully build a model to predict whether a liability customer will buy a personal loan or not from…
Risks of Chatbot Adoption: Protecting AI Language Models from Data Leakage, Poisoning, and Attacks
Artificial Intelligence is going to revolutionize the world. We are already seeing the adoption of chatbots. These can often enhance the way businesses deliver value to both their internal processes and to their customers. However, it is important we understand that the adoption of these tools do not come without new risks. In this blog…
NLP Query to SQL Query with GPT: Data Extraction for Businesses
Have you ever struggled with extracting useful information from a large database? Maybe you wanted to find out how many customers bought a certain product last month, or what the total revenue was for a specific time period. It can be a daunting task to manually search through all the data and compile the results….
Unleashing the Power of Linear Regression in Supervised Learning
In the realm of machine learning, supervised learning is one of the most widely-used techniques for predictive modeling. Linear regression, a simple yet powerful algorithm, is at the core of many supervised learning applications. In this blog post, we will delve into the basics of linear regression, its role in supervised learning, and how you…