InfoWorld

33 LLM metrics to watch closely

Look to these key metrics and benchmarks to evaluate the performance, capability, reliability, and safety of your AI models ...
LinkedIn

What are the main challenges and limitations of homomorphic encryption in practice?

Homomorphic encryption (HE), intrinsically, cannot be secure against CCA (chosen ciphertext attacks) because any scheme that supports homomorphic operations are malleable and cannot achieve IND-CCA2, ...
Nature

A multiparty homomorphic encryption approach to confidential federated Kaplan–Meier survival analysis

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
BBC

Module 1 (M1) - Handling data - Mean/median/mode/range

The mean is the most commonly used measure of average. To find the mean of a list of numbers, add them all together and divide by how many numbers there are: \(\text{mean} = \frac{\text{sum of all the ...
Irish Central

What do "Erin go Bragh" and other Irish phrases mean?

Irish and Irish Americans tend to throw around phrases like "Sláinte" and "Top of the morning to ye" - especially on St. Patrick's Day! - but how many of us really know what these beloved Irish ...
Parade

‘Queer’ Has Changed Meanings a Few Times—Here’s What It Means Now and How It’s Used

View post: Therapists Say This One Simple Thing Can Help Retirees Feel Less Alone—and It Starts in the Kitchen View post: An Expert Says Retirement Isn't Just One Phase—It's Four. Here's What Each One ...
Investopedia

Correlation Coefficients: Positive, Negative, and Zero

Steven Nickolas is a writer and has 10+ years of experience working as a consultant to retail and institutional investors. Suzanne is a content marketer, writer, and fact-checker. She holds a Bachelor ...
Health.com

Understanding High and Low MCV Blood Test Results

An MCV test can identify conditions like iron deficiency anemia and liver disease. Although rare, an MCV test may lead to complications like infection and nerve damage. It's best to talk with a doctor ...
IEEE

Advancing Privacy and Accuracy With Federated Learning and Homomorphic Encryption

Abstract: This paper presents a novel theoretical framework integrating federated learning (FL) with homomorphic encryption (HE) through the Cheon-Kim-Kim-Song (CKKS) algorithm to address fundamental ...
IEEE

Homomorphic Encryption for Privacy-Preserving Federated Learning in Medical Applications

Abstract: The growing reliance on machine learning (ML) in healthcare raises critical concerns regarding data privacy and security. While federated learning (FL) enables collaborative model training ...
GitHub

Osprey.md

A prominent challenge in binary program analysis is to recognize variables, derive their types, and identify complex array and data structure definitions. Such information is lost during compilation, ...