Research & Innovation

Global: Influence of Parallelism in Vector-Multiplication Units on Correlation Power AnalysisResearchers Manuel Brosch, Matthias Probst, Stefan Kögler, and Georg Sigl submitted a paper to arXiv on January 9, 2026, investigating…

Global: New Framework VIGIL Aims to Balance Security and Utility in LLM Tool Streams Researchers announced a new framework called VIGIL in a preprint posted to arXiv in January 2026,…

Global: Prompt-Injection Attacks Threaten Consensus-Generating LLMs in Digital Democracy ExperimentsResearchers analyzing large language models (LLMs) used for consensus generation in digital democracy experiments reported that off‑the‑shelf models are vulnerable to…

Global: New Framework ‘Mastermind’ Boosts Multi-Turn LLM Jailbreak SuccessResearchers have unveiled a framework called Mastermind that seeks to improve multi‑turn jailbreak attacks against large language models, according to a preprint…

Global: Hybrid Optimization Boosts Black‑Box Attacks on Language‑Model Vulnerability DetectorsResearchers have unveiled a new black‑box framework, HogVul, that merges lexical and syntax perturbations through particle swarm optimization to craft adversarial…

Global: Ethereum Smart Contract Designed to Detect Quantum Supremacy and Activate Post‑Quantum SafeguardsResearchers have introduced a novel Ethereum smart contract that creates cryptographically hard puzzles to test for quantum computational…

Global: Study Introduces Encrypted Entity Graph Framework for Privacy-Preserving LLM PretrainingResearchers have presented a new framework that enables continual pretraining of large language models (LLMs) on domain‑specific data while protecting…

Global: Adversarial Training Shows Mixed Results for Deepfake Detection Across DatasetsA team of researchers has evaluated the robustness of five state‑of‑the‑art deepfake detectors against three adversarial attack methods in both…

Global: New Framework StriderSPD Enhances Binary Security Patch Detection Using Graph-Integrated LLMA team of researchers announced the development of StriderSPD, a structure‑guided joint representation framework that combines a graph branch…

Global: New System Architecture Enables Policy-Driven Secure Data Sharing with Hybrid EncryptionResearchers have introduced a framework that allows large, multi‑user data repositories to protect sensitive information through policy‑driven access control…