EU Regulatory Changes

This paper, published on arXiv, analyzes a specific regulatory-style reform within a decentralized exchange system, focusing on how changes to solver rewards in an intent-based trading protocol aff...

This paper, published on arXiv, presents a novel attack vector called SIREN that exploits how large language models (LLMs) are integrated with web-based retrieval-augmented generation (RAG) systems...

This paper, published on arXiv, presents a technical analysis of how the Network Time Protocol (NTP) pool can be exploited to conduct large-scale IPv6 scanning, effectively mapping active IPv6 addr...

This paper, published on arXiv, introduces a novel adversarial attack called ISPCloak that weaponizes the image signal processing (ISP) pipeline—the standard hardware and software chain in cameras—...

This publication introduces PrivDNN, a technical framework for secure multi-party computation in deep learning that uses partial encryption of deep neural networks. While not a regulatory change it...

This paper, published on arXiv, presents a technical framework for verifying the integrity of Python package builds, addressing a critical gap in software supply chain security. It proposes methods...

This paper, published on arXiv, proposes a technical architecture for running decentralized compute workloads on untrusted hardware using Intel TDX and encrypted confidential virtual machines. Whil...

This paper, published on arXiv in July 2026, presents a critical analysis of cryptographic model certification within the AI safety framework. It argues that current certification processes for cry...

This publication introduces ToolGuardian, a declarative security framework designed to govern how AI agents interact with external tools and APIs. It proposes a structured approach to defining and ...