Research | Page 11 of 14 | InfoSecured.ai

Foolbox Python library for adversarial machine learning attacks and model robustness testing

The Definitive Guide to Foolbox: Adversarial Machine Learning Toolbox

If you haven’t noticed, this is the era where machine learning (ML) systems are becoming integral to decision-making processes and securing those systems is paramount. Adversarial attacks—where small perturbations to inputs can cause drastic changes in model outputs—pose significant threats. Whether we are talking about your latest autonomous vehicle project, or that top-secret financial prediction […]

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Humorous visualization of a Convolutional Neural Network (CNN) analyzing images for tasks like object detection and classification, using deep learning layers in the form of dogs.

Convolutional Neural Networks: Transforming Image Recognition with Deep Learning | InfoSecured.ai

AI Definitions / S K

Convolutional Neural Networks (CNNs) are a specialized class of deep neural networks, most commonly applied to analyzing visual imagery. CNNs have been pivotal in advancing computer vision, enabling machines to perform tasks like image classification, object detection, and scene segmentation with high accuracy. In this article, we explore the structure, applications, and key advancements of

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DataRobot - Definitive Guide to the Machine Learning Software

DataRobot: The Definitive Guide

AI Tools / S K

Do You Know DataRobot? Data is the lifeblood of modern business. The most successful companies aren’t just collecting data—they’re turning it into actionable insights that drive growth, efficiency, and innovation. However, raw data alone isn’t enough; it’s the ability to analyze, understand, and act on that data that separates industry leaders from the rest. Enter

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AI-driven systems building and eroding digital trust

AI Alignment Part Six: Research and Courses

AI Safety / S K

By now, you’ve got a solid understanding of why AI alignment is so critical, especially in the realm of cybersecurity. But if you’re the type of person who’s always thinking ahead and wants to dive even deeper into the topic, becoming an AI alignment researcher or professional might be the perfect next step for you.

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What is ‘Agentic’? Understanding the Core of Autonomy in AI – InfoSecured.ai

AI Definitions / S K

Another Buzz Word? New terms and concepts seem to pop up almost daily in the world of artificial intelligence (AI). One term that has been gaining traction is “agentic.” But what does it really mean? Why should you care? And how does it fit into the grander scheme of AI tools and their potential? Let’s

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Visual representation of Reinforcement Learning from Human Feedback (RLHF), showing a human personal trainer guiding an AI humanoid by providing feedback to align it with human preferences.

Reinforcement Learning from Human Feedback (RLHF): Aligning AI with Human Values | InfoSecured.ai

AI Definitions / S K

Reinforcement Learning from Human Feedback (RLHF) is a transformative approach that combines reinforcement learning (RL) with direct human feedback to shape AI behavior. While traditional RL relies on predefined reward functions to guide an agent’s learning process, RLHF enhances this by incorporating human preferences, ensuring the agent’s actions align with human values and ethical standards.

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Andrej Karpathy’s “llm.c” is Revolutionizing GPT-2 with a Pure C Implementation

AI Tools, MLops / S K

IntroductionIf you’re curious about the inner workings of large language models (LLMs) but feel intimidated by the complexity of modern AI frameworks, you’re in for a treat. Andrej Karpathy, a leader in the AI space, has released “llm.c”, a pure C implementation of GPT-2 in less than 1,000 lines of code. This stripped-down version eliminates

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Ethics and AI. The future of law and philosophy.

AI Compliance and Regulation: Mastering the Maze of Legal Requirements for Artificial Intelligence

AI Safety / S K

Introduction As artificial intelligence (AI) becomes an integral part of more industries, the stakes around compliance and regulation are higher than ever. Governments and regulatory bodies across the globe are tightening the reins, crafting detailed frameworks to ensure AI systems are not only powerful but responsible. This article dives deep into the world of AI

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Visual representation of AI alignment, depicting an AI robot walking a tightrope while humans watch in hopes of seeing desired outcomes. The illustration emphasizes the importance of aligning AI behavior with human values and ethics.

AI Alignment: Ensuring AI Acts in Accordance with Human Values | InfoSecured.ai

AI Definitions / S K

In the rapidly evolving landscape of artificial intelligence (AI), the concept of alignment plays a pivotal role in ensuring that AI systems act in accordance with human values and expectations. At its core, alignment refers to the process of adjusting AI models to produce outcomes that are not only effective but also ethical and beneficial

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