An Overview of My Medium Stories
Your Roadmap to Understanding the Elusive World of — Secure, Safe and Responsible Generative AI
Welcome, curious minds, to a comprehensive guide through the fascinating world of Safe, and Secure Generative Artificial Intelligence! This page serves as your central hub for navigating my collection of articles, categorized by theme for easy access. Whether you’re a seasoned tech enthusiast or just starting to explore Generative AI, there’s something here for everyone.
1. Generative AI — Security
Category Theme: Explore the security challenges and vulnerabilities within generative AI systems, including topics like jailbreaking, prompt injection, Red Teaming, security of Gen AI applications/ frameworks. agents, and the ongoing efforts to build robust defenses.
- The Ultimate Guide to PII Leakage in LLMs — Attention Mechanisms, Memorization, Model Extraction, Prompt Engineering, and Other Personally Identifiable Information (PII) Leakage Risks: A Comprehensive Tutorial
- The GenAI DLP Black Book: Everything You Need to Know About Data Leakage from LLM — Your Comprehensive Guide to Understanding and Preventing AI-Driven Privacy Breaches, and Data and PII Leakages
- Prompt Injection Attacks on Large Language Models — The most comprehensive guide to all Tactics, Techniques, and Procedures (TTPs) hackers use to hijack Generative AI models with malicious prompts
- OWASP Sees These 10 Risks in Your Large Language Model — The ultimate guide to master LLM security and overcome its challenges
- LLM Red Teaming for Dummies: A Beginner’s Guide to GenAI Security — Learn the basics of LLM red teaming and how you can use it to secure your Generative AI systems, even with no prior experience
- The ‘SolarWinds’ of the LLM World — 5 GenAI Supply Chain Vulnerabilities That Will Send Shivers Down Your Spine
- Agentic GenAI: The Hidden Threat That Could Destroy Your Business! — Find out how overlooking risks in Agentic GenAI systems can lead to catastrophic failures and why urgent measures must be implemented, Right NOW!
- LLM Agent Jailbreaking and Defense-101 — The Complete Guide to LLM Agent Security: Ways to Secure Your GenAI Agents
- Jailbreaking Generative AI — How Hackers Unleash LLMs and What It Means for AI Safety
- 6 Agentic GenAI Guardrails You Absolutely Need (Or Face the Consequences) — Ignorance is NOT Bliss-Protect Your Business Today
2. Generative AI — Safety
Category Theme: Stories in this theme focuses on the crucial safety aspects surrounding generative AI, including responsible development, preventing misuse, and ensuring long-term security in its applications.
- Unmasking the Surprising Diversity of AI Hallucinations — Hallucination is like Autism, it has types and spectrum — Prepare to be surprised by the Wide Spectrum of AI Hallucinations
- Responsible AI, Ethical AI, and Constitutional AI: A Bird’s-Eye View of the 3 Birds of a Feather! — Gain a Clear Understanding of the Unique Features of the Trinity of AI Safety and Security Frameworks
- The Web of LLM Lies: Great Power, Greater Responsibilities — How to Unravel Hallucinations and Ensure Factual Accuracy in Large Language Models
- 6 Agentic GenAI Guardrails You Absolutely Need (Or Face the Consequences) — Ignorance is NOT Bliss-Protect Your Business Today
- Jailbreaking Generative AI — How Hackers Unleash LLMs and What It Means for AI Safety
- In Pursuit of Safe LLMs
3. AI Detection and Evasion
Category Theme: Delve into the cat-and-mouse game of AI detection and evasion, examining the techniques used to identify AI-generated content and the countermeasures employed to bypass these detection methods.
- Your Ultimate Guide to Detecting AI-Generated Text: A Practical Toolkit for the Digital Age: Essential tools and techniques for discerning the real from the fake and preserving the integrity of human-authored content.
- Catch Me If You Can: The Art of AI Evasion: How cutting-edge research reveals the tricks AI-Authors use to escape detection.
- House of AI: A Game of Detection Thrones: Evaluations That Reveal Which AI Detectors Reign Supreme
- Why You Can’t Always Trust What You Read: The Scientific Battle Against AI-Generated Content
4. Agentic and Futuristic Generative AI
Category Theme: This section focuses on the emerging field of Agentic GenAI, where AI systems can act autonomously, and discusses the safety, security, and ethical considerations associated with these advanced models.
- Confidential AI: The Next Big Thing in Artificial Intelligence — Why Microsoft, Google, AMD, Intel and all other Technology Giants are Racing to Dominate This Emerging Field? (and Why You Should Care)?
- 6 Agentic GenAI Guardrails You Absolutely Need (Or Face the Consequences): Ignorance is NOT Bliss-Protect Your Business Today
- Jailbreaking Generative AI: How Hackers Unleash LLMs and What It Means for AI Safety
- Agentic GenAI: The Hidden Threat That Could Destroy Your Business! : Find out how overlooking risks in Agentic GenAI systems can lead to catastrophic failures and why urgent measures must be implemented, Right NOW!
- 10 Ethical Dilemmas That Will Define AI’s Future: How privacy, regulation, and fairness will shape the AI revolution ahead
Universal Disclaimers and Disclosures (Applicable to All My Work On This Platform)
This article combines the theoretical insights of leading researchers with practical examples, and offers my opinionated exploration of AI’s ethical dilemmas, and may not represent the views or claims of my present or past organizations and their products or my other associations.
Use of AI Assistance: In preparation for my blog/ articles, AI assistance has could have been used for generating/ refining the images, and for styling/ linguistic enhancements of parts of content.
