Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks. [PDF]
Kwon H, Baek JW.
europepmc +1 more source
Nonlinear Receding‐Horizon Differential Game for Drone Racing Along a Three‐Dimensional Path
ABSTRACT Drone racing requires high‐speed navigation through three‐dimensional paths, posing significant challenges in control engineering. Existing control methods lack a feedback control framework that simultaneously addresses nonlinear drone dynamics and multi‐agent competitive interactions, such as overtaking or obstructing opponents.
Kijin Sung +4 more
wiley +1 more source
The analysis of competing hypotheses and expert witness testimony: Counteracting adversarial allegiance in witness credibility assessments? [PDF]
Otzipka J, Volbert R.
europepmc +1 more source
A Self‐Supervised Framework for Space Object Behaviour Characterisation
ABSTRACT Foundation Models, which leverage large neural networks pre‐trained on unlabelled data before fine‐tuning for specific tasks, are increasingly being applied to specialised domains. Recent examples include ClimaX for climate and Clay for satellite Earth observation, but a Foundation Model for Space Object Behavioural Analysis (SOBA) has not yet
Ian Groves +6 more
wiley +1 more source
Secure yet fragile: adversarial vulnerabilities of federated vision-language models in medical AI. [PDF]
Fime AA +7 more
europepmc +1 more source
Evaluating Multimodal Emotion Recognition in Proactive Conversational Agents: A User Study
ABSTRACT This article presents a multimodal emotion recognition module integrated into a proactive Socially Interactive Agent (SIA) powered by generative artificial intelligence. The system evaluates real‐time affective states through two distinct channels: a computer vision‐based facial recognition module and a semantic linguistic analysis engine.
Adnana Dragut +3 more
wiley +1 more source
An Unsupervised Detection-to-Mitigation Framework for Resource Exhaustion Attacks in 5G/6G Network Slicing. [PDF]
Kim JE +4 more
europepmc +1 more source
Microring Resonator Dispersion Metrology With Neural Networks
We present a machine learning framework for inverse and forward characterization of microring resonators, inferring geometry and material dispersion from sparse spectral data. The approach achieves nanometer‐scale accuracy and > 99% material identification, while reconstructing full dispersion spectra.
Ergun Simsek +3 more
wiley +1 more source
A Review of Adversarial Example Detection in IoT Sensor Networks: Methods, Evaluation, and Edge Deployment Constraints. [PDF]
Xu W, Li J.
europepmc +1 more source
A deployed investigative AI search engine for combating human trafficking at web scale
Abstract Online human trafficking investigations generate vast amounts of noisy, heterogeneous, and deliberately obfuscated data, making traditional search and analytics tools ineffective for supporting law enforcement. This paper discusses the deployment of the Domain‐Specific Insight Graphs (DIG) system, an AI‐powered investigative search engine that
Mayank Kejriwal
wiley +1 more source

