Physics-Aware Spatiotemporal Consistency for Transferable Defense of Autonomous Driving Perception. [PDF]
Liu Y +7 more
europepmc +1 more source
Use of Bayesian Networks for the Forensic Evaluation of Gunshot Residue
Bayesian Networks can help evaluate gunshot residue given activity level propositions. This review discusses the different approaches that have been taken in the past and the challenges we are facing, with recommendations for future research. ABSTRACT Gunshot residue is a common type of trace considered in forensic science.
Yingxiu Guo +2 more
wiley +1 more source
AI and Big Data in Consumer Behavior Analysis. ABSTRACT The rapid expansion of digital consumer data has challenged traditional approaches to understanding behavior in digital marketing. Existing reviews often focus on individual methods and give limited guidance on how analytical techniques compare or how they should be selected for specific marketing
Leonidas Theodorakopoulos +1 more
wiley +1 more source
A robust and verifiable federated learning framework for preventing data poisonous threats in e-health. [PDF]
Alruwaili E, Moulahi T.
europepmc +1 more source
Recent Advances in Text Anonymization: A Systematic Review
This survey presents a unified, cross‐domain overview of text anonymization from 2021 to 2025, covering methods from rule‐based to LLM‐based approaches, relevant datasets, benchmarks, and evaluation strategies. It highlights the critical trade‐off between privacy and utility, underscores the importance of standardizing evaluation protocols and metrics,
Marina Litvak, Alípio Jorge
wiley +1 more source
Visual security defense for industrial inspection based on computer vision. [PDF]
Jiang Z, Yuan H, Zeng C, Fu L.
europepmc +1 more source
Vigilant Algorithms and the Contagion of Risk in Automated Opioid Risk Assessment
ABSTRACT Amid the ongoing opioid crisis, U.S. health systems have extended prescription monitoring interfaces with proprietary reports that provide clinicians with algorithmic risk scores to guide opioid decisions. However, little is known about how such tools shape clinical encounters, professional authority and accountability in everyday care.
Amelie Lange, Benjamin Lipp
wiley +1 more source
A Spatially Distributed Perturbation Strategy with Smoothed Gradient Sign Method for Adversarial Analysis of Image Classification Systems. [PDF]
Xu Y, Li J, Chang D, Dong Y.
europepmc +1 more source
More Than a Role Dispute: Physician Associates and the Changing Grounds of Medical Authority
ABSTRACT This article examines how the legitimacy of physician associates (PAs) is constructed and contested in English medicine. Drawing on Critical Discursive Psychology, it analyses formal submissions to a government commissioned independent review of medical associate professions from the British Medical Association, General Medical Council and ...
Louise Ashley
wiley +1 more source
SecMLOps: A comprehensive framework for integrating security throughout the machine learning operations lifecycle. [PDF]
Zhang X, Zhao P, Jaskolka J, Li H, Lu R.
europepmc +1 more source

