SecureAGI
Security is the core towards AGI
A comprehensive study analyzing over 1,400 adversarial prompts to assess the susceptibility of leading LLMs to prompt injection and jailbreak attacks, proposing layered defense strategies.
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A Systematic Evaluation of Jailbreak Risks in Large Language Models
This study introduces a comprehensive benchmark to assess the vulnerability of LLMs to jailbreak attacks, revealing their persistent weaknesses despite increasing safety efforts.
Guided by the Machine: A Framework for Mechanistic Interpretability in Language Models
A novel framework for interpretability that leverages guiding signals to reverse-engineer how transformer models represent and compute high-level behaviors.
Privacy Auditing of Large Language Models: Advancements in Canary Design
This article explores innovative methodologies for enhancing privacy audits in large language models through improved canary generation techniques.
LLM Security: A Comprehensive Survey of Vulnerabilities, Attacks, and Defenses
An in-depth look at the evolving security landscape of Large Language Models, highlighting key vulnerabilities, attack vectors, and defense mechanisms.
DeepSeek V3 Deep Dive: Training Methodologies and Their Impact
In this article we are deep diving into Deep Seek V3's training methodologies that makes it efficient to train
DeepSeek V3 Intro: Ground breaking does not cost a lot of money as people would think
Intro to Deep Seek V3, a new state of the art LLM that does not cost a lot of money to train. Let's dive into what it is for this article
LLM Security Issues - Misinformation and Social Engineering
Large Language Models (LLMs) have transformed the technological landscape, finding applications in everything from customer support and creative writing to research assistance and programming. However, their ubiquity also exposes them to significant security risks. Attackers can manipulate these models in subtle but impactful ways, undermining their reliability and potentially causing real-world harm. This article examines the primary security vulnerabilities in LLMs, provides concrete examples of attacks, and discusses mitigation strategies.
LLM Security Issues - Model Manipulation
Large Language Models (LLMs) have transformed the technological landscape, finding applications in everything from customer support and creative writing to research assistance and programming. However, their ubiquity also exposes them to significant security risks. Attackers can manipulate these models in subtle but impactful ways, undermining their reliability and potentially causing real-world harm. This article examines the primary security vulnerabilities in LLMs, provides concrete examples of attacks, and discusses mitigation strategies.
LLM Security Issues - An Overview
Large Language Models (LLMs) like OpenAI’s GPT series, Google’s Bard, and Meta’s LLaMA have revolutionized the way humans interact with artificial intelligence (AI). However, as their capabilities grow, so do the potential security vulnerabilities they introduce. This article explores the primary security concerns associated with LLMs, organized into key categories.
Unlocking the Potential of Multi-Modal Large Language Models: A Comprehensive Guide to Training with Text, Images, and Voice
Multi-modal large language models (LLMs) promise groundbreaking advancements by integrating text, image, and voice data into unified AI systems. This article explores the essential steps, techniques, and challenges involved in training such sophisticated models.
Demystifying Large Language Models: Exploring Different Types and Their Applications
Large Language Models (LLMs) are revolutionizing the way we interact with technology, but their diversity can be overwhelming—this guide breaks down the different types of LLMs, their unique strengths, and practical applications.
The Dark Side of AI Language Models: Understanding the Security Risks
As AI language models become more advanced and widely used, it's crucial to understand the potential security risks they pose. From personal information leaks to copyright infringement within their training data, these models can have unintended consequences that you should be aware of.
Enhancing Your Daily Life and Work Leveraging Potential of Generative AI
By embracing the power of generative AI, you can unlock new possibilities, enhance your skills, and achieve greater success in your personal and professional endeavors. This article list out some ways you can leverage to improve your life and work.
What is: Large Language Models and Generative AI
Large language models and generative AI are being used in everything from chatbots and virtual assistants to content creation and language translation. Soon, you might find yourself having a heart-to-heart with your smartphone, getting writing tips from your computer, or even watching a movie script written entirely by AI!