Overdiagnosis, the Concept - Jerome Hoffman, MD
Explore overdiagnosis in medicine, focusing on prostate cancer and pulmonary embolism. Learn about potential harms, screening controversies, and strategies for improvement in healthcare decision-making.
Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification
Explores deep learning models for malware classification, analyzing learned features from byte-level to end-to-end, connecting activations to binary semantics, and examining impacts of training data and regularization.
Should I Worry? A Cross Cultural Examination of Account Security Incident Response
Exploring users' real-time responses to suspicious login incidents across cultures, revealing common patterns and unique challenges in digital security incident handling.
Under the Shadow of Sunshine - Understanding and Detecting Bulletproof Hosting
Explore techniques for detecting bulletproof hosting services that exploit legitimate providers, using novel features and machine learning to identify malicious sub-allocated network blocks.
The Many Kinds of Creepware Used for Interpersonal Attacks
Explores the landscape of "creepware" apps used for interpersonal attacks, introducing CreepRank algorithm to identify such apps. Discusses various types and implications for cybersecurity and personal safety.
F-BLEAU - Fast Black-Box Leakage Estimation
Innovative method for estimating information leakage in black-box systems using machine learning techniques, improving efficiency and applicability to continuous output spaces.
Short Text, Large Effect - Measuring the Impact of User Reviews on Android App Security & Privacy
Exploring the impact of user reviews on Android app security and privacy, analyzing 4.5M reviews to identify concerns and measure developers' responses through code changes.
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Explores collaborative machine learning on distributed private data using differentially-private gradients, quantifying trade-offs between privacy and utility, and validating performance predictions with real-world financial datasets.
Measuring and Analyzing Search Engine Poisoning of Linguistic Collisions
Analyzing linguistic-collision search poisoning attacks, revealing prevalence and impact on Google and Baidu. Explores misspellings, auto-correction evasion, and targeted categories, offering insights for threat mitigation.
Inferring User Routes and Locations Using Zero-Permission Mobile Sensors
Explore zero-permission mobile sensor vulnerabilities for inferring user routes and locations, highlighting privacy risks and proposing detection methods through maximum likelihood route identification.
Are We There Yet? Timing and Floating-Point Attacks on Differential Privacy Systems
Explore timing and floating-point vulnerabilities in differential privacy systems, uncovering potential privacy leaks and discussing mitigation strategies for enhanced data protection.
Non Medical Parkinson's Treatment
Explore non-medical treatments for Parkinson's, focusing on music therapy and singing. Learn about research findings, virtual interventions, and outreach programs for symptom management.
Family Bereavement - Role of Nurses with Ulrika Kreicbergs, Ph.D.
Explore research on family grief and bereavement in pediatric palliative care, focusing on experiences before and after a child's death. Learn about findings, outcomes, and practical applications for healthcare professionals.
Public Health - Education, Access, and Policy in Addressing Health Crises
Explore public health pillars and data's role in addressing COVID-19 and opioid crises with Marin County's Health Officer Matt Willis. Gain insights on vaccination trends, policy, and communication strategies.
Reflexive Theory of Mind Reasoning in Games
Explore reflexive theory-of-mind reasoning in games, examining how players build predictive mental models of co-players based on experience and context, challenging traditional game-theoretic assumptions.
The COVID-19 Pandemic - Epidemiology
Explore COVID-19 epidemiology with Prof. Sunetra Gupta, covering data, life history strategies, vulnerability, risk, antibody tests, lockdown impacts, and future indoor activities.
Data and Metrics for Change and Improvement
Explore how data and metrics drive change in pathology through real-world examples, focusing on measurement, implementation, and sustaining improvements in clinical practice.
Have the Boomers Pinched Their Children's Futures? - With Lord David Willetts
Lord David Willetts explores how post-war baby boomers became the wealthiest generation in British history, potentially at the expense of younger generations, discussing housing, pensions, and intergenerational equity.
Targeting Crimes and Criminals Through Data - Dr. Rick Adderley
Explore data mining in law enforcement, covering challenges in police data analysis, criminal network analysis, and advanced analytics for crime prevention and resource optimization.
Data for Disaster Management - Steven Reece
Explore machine learning approaches for data fusion in disaster management, combining diverse sources to enhance situation awareness and improve response effectiveness.
QGIS Essentials for Water Modelling
Learn essential QGIS tools for water modelling, including PCRaster plugin, flow direction styling, and catchment map creation. Gain practical skills through live demonstrations and expert insights.