Research & Innovation

Global: EU eIDAS 2.0 Regulation Scrutinized for Gaps and Self‑Sovereign Identity AlignmentA research article posted on arXiv in January 2026 examines the European Union’s eIDAS 2.0 Regulation, outlining its principal…

Global: Iterative Red-Blue Game Framework Proposed for AI System Hardening Researchers from several universities have unveiled a training‑free, sequential game‑theoretic approach designed to harden artificial intelligence systems against evolving threats.…

Global: Tensor Network Techniques Reveal Polynomial Scaling in Simulated RSA FactoringA recent study posted on arXiv demonstrates that a quantum‑inspired tensor network algorithm can factor RSA semiprimes with resource requirements…

Global: LLM-Enhanced Authentication and Fraud Detection Shows High Accuracy in New Study A new research paper posted on arXiv on January 2026 details two large‑language‑model (LLM)‑driven solutions aimed at strengthening…

Global: Study Finds Sandwich Attacks Rare and Unprofitable on Ethereum Rollups with Private MempoolsA new research paper released on arXiv examines the feasibility, profitability, and prevalence of sandwich attacks targeting…

Global: Privacy Risks in GUI Automation Agents and the GUIGuard Framework Researchers have unveiled GUIGuard, a three-stage framework designed to mitigate privacy concerns associated with graphical user interface (GUI) automation…

Global: Study Finds Widespread Cross-Chain Cryptographic Key Reuse Threatening User PrivacyA new arXiv preprint reports that cryptographic keys are being repeatedly used across multiple cryptocurrency networks, a practice that can…

Global: Reinforcement Learning Framework Accelerates Fully Homomorphic Encryption CodeA new framework called CHEHAB RL leverages deep reinforcement learning to automate the optimization of fully homomorphic encryption (FHE) programs, delivering execution…

Global: AgenticSCR AI System Outperforms Traditional Tools in Pre‑Commit Secure Code ReviewResearchers have introduced AgenticSCR, an agentic artificial intelligence platform designed to conduct secure code reviews before code is committed…

Global: Study Finds SMOTE Generates Significant Privacy LeakageA recent preprint demonstrates that the Synthetic Minority Over-sampling Technique (SMOTE), a widely adopted method for handling class imbalance, can expose sensitive information…