Research & Innovation

Global: Study Finds Keystroke Timing Defenses Ineffective Against AI-Generated Text AttacksResearchers have demonstrated that methods relying on keystroke timing signals to differentiate human-written text from AI-generated content can be bypassed…

Global: HObfNET Accelerates Cross-Chain Smart Contract Obfuscation ScoringA team of researchers introduced HObfNET, a machine‑learning surrogate designed to estimate the output of the Obfs_Tool (ObfProbe) across multiple blockchain networks. The…

Global: Study Evaluates Human and AI Ability to Reconstruct Concealed Prompts in AI-Generated Art MarketplacesA recent study posted to arXiv in January 2026 examined whether prompts sold on AI‑generated art…

Global: New Black-Box Membership Inference Attack Challenges Federated Learning PrivacyA recently proposed attack, termed Res-MIA, demonstrates that federated learning models can leak membership information even when accessed only through black‑box…

Global: Quantum Impossibility Results Extend Classical Barriers for Simulation-Secure Functional EncryptionResearchers have demonstrated that the long‑standing impossibility of simulation‑secure functional encryption (FE) in the classical setting also applies in the…

Global: PatchIsland Enables Automated Repair in Continuous Fuzzing Environments Researchers from an unnamed institution unveiled PatchIsland, a Continuous Vulnerability Repair (CVR) system designed to operate directly within continuous fuzzing pipelines.…

Global: Equivalent computational problems for superspecial abelian surfacesA study posted on January 26, 2026 on the arXiv preprint server investigates reductions and equivalences among several computational tasks tied to the…

Global: Logarithmic Density of Rank ≥ 1 and Rank ≥ 2 Genus-2 Jacobians and Applications to Hyperelliptic Curve CryptographyResearchers Razvan Barbulescu, Mugurel Barcau, Vicentiu Pasol, and George C. Turcăs have…

Global: Evaluation Suite Highlights Security Gaps in LLM-Driven UAV AutonomyA research team announced in January 2026 the creation of alpha³‑SecBench, the first large‑scale evaluation suite designed to assess the security‑aware…

Global: Study Highlights Limitations of EER Metric in Voice Anonymization Privacy Evaluation In September 2025, researchers posted a paper on arXiv that examines how voice‑anonymization systems protect speaker identity and…