Research & Innovation

Global: Preprint Systematizes Web3 RegTech Solutions and Highlights Compliance GapsA recent preprint posted on arXiv in December 2025 presents a systematic examination of regulatory‑technology (RegTech) tools designed for decentralized Web3…

Global: FedSecureFormer: Fast Federated Transformer for Intrusion Detection in Connected Vehicles Researchers led by Devika S and colleagues released a preprint on December 30, 2025 describing FedSecureFormer, a lightweight, encoder‑only…

Global: New Traceable Over-Threshold MP-PSI Protocols Offer Significant Speed GainsResearchers have unveiled two novel protocols for multi‑party private set intersection with threshold (MP‑PSI) that enhance both traceability and efficiency, according…

Global: Oblivious Memory Integration Accelerates Graph Analytics on Trusted ProcessorsResearchers led by Jiping Yu and colleagues submitted a study on December 30, 2025, describing a method to enhance graph‑analytics workloads…

Global: New Framework Improves Safety of Large Reasoning Models Against Jailbreak AttacksA team of AI safety researchers announced a novel approach to protect large reasoning models (LRMs) from a newly…

Global: Study Proposes Distance-Aware Grid Encoding to Boost Zero-Knowledge Spatial ChecksA new study released on December 30, 2025 by researchers Sungmin Lee, Kichang Lee, Gyeongmin Han and JeongGil Ko examines…

Global: Researchers Detail Differential Spectrum for a New Family of APN Power FunctionsIn a recent preprint posted to arXiv (arXiv:2307.15657v2), a team of cryptography researchers presented a refined analysis of…

Global: Federated Lightweight Transformer Improves CAN Bus Intrusion DetectionResearchers Devika S, Pratik Narang, and Tejasvi Alladi announced the development of a new intrusion detection system (IDS) for connected and autonomous…

Global: Study Finds Most LLM Jailbreak Techniques Detectable by Safety FiltersResearchers have conducted the first systematic evaluation of jailbreak attacks that target large language model (LLM) safety alignment across an…

Global: Deep Learning Framework Reduces Semantic Leakage in Multi-Task Wireless CommunicationsResearchers at a leading university have introduced a deep learning‑based semantic communication system that aims to curb the unintended exposure…