There is an inherent trade-off in watermarking systems between watermark strength (z-score) and text quality (perplexity) for various combinations of watermarking parameters: increasing robustness often reduces fidelity and capacity, and stronger watermarks that resist…
Category: Artificial Intelligence
AI Watermarks Are Vulnerable To Discreet Alterations
Attackers may employ a variety of sophisticated attacks to bypass AI watermarking systems. Today, let’s dive more deeply into one of the most pervasive threats to AI watermarking systems – Discreet Alterations….
Remarkable Breakthroughs In AI Watermarking: 2025
The first five months of 2025 have witnessed remarkable breakthroughs in watermarking technology across all domains – responses, to be sure, to increasing concerns about AI deepfakes, piracy, and counterfeiting. Today, I’m highlighting six…
A List Of AI Watermarking References And Resources
The following is organized into three sections – Academic Papers, Industry & Research Organizations, and Government & Regulatory Resources. Academic Papers Industry & Research Organizations Government & Regulatory Resources Thanks for reading!
A Brief Chronology Of AI Watermarking Development
Welcome to this brief AI watermarking chronology. Enjoy! AI Watermarking Development Pre-2020 AI Watermarking Development 2020-2022 AI Watermarking Development 2023 AI Watermarking Development 2024 AI Watermarking Development 2025 Thanks for reading!
A Brief Taxonomy Of AI Watermarking Methods
We begin our taxonomy with a separation of AI watermarking methods into either one of two categories – Post-hoc Watermarking or Generation-time Watermarking. Next, the Generation-time Watermarking method is further divided into…
Artificial Intelligence & The Anatomy Of The Future
The anatomy of infrastructure is not unlike that of the human body, and we all know it’s possible to live long, healthy lives. But we also know that systems out of balance…