64 citations · 72 across the 9 of their papers we have counts for
9 papers
LLM-CEG: Extending the Classification Error Gauge Framework for Privacy Auditing of Large Language Models
Kato Mivule
This paper extends the Classification Error Gauge (x-CEG) framework, originally developed for measuring the privacy-utility trade-off in tabular datasets, to privacy auditing of La…
Distortion Search, A Web Search Privacy Heuristic
Kato Mivule, Kenneth Hopkinson
Search engines have vast technical capabilities to retain Internet search logs for each user and thus present major privacy vulnerabilities to both individuals and organizations in…
A Review of CUDA, MapReduce, and Pthreads Parallel Computing Models
Kato Mivule, Benjamin Harvey, Crystal Cobb +1
The advent of high performance computing (HPC) and graphics processing units (GPU), present an enormous computation resource for Large data transactions (big data) that require par…
A Codon Frequency Obfuscation Heuristic for Raw Genomic Data Privacy
Kato Mivule
Genomic data provides clinical researchers with vast opportunities to study various patient ailments. Yet the same data contains revealing information, some of which a patient migh…
SIED, a Data Privacy Engineering Framework
Kato Mivule
While a number of data privacy techniques have been proposed in the recent years, a few frameworks have been suggested for the implementation of the data privacy process. Most of t…
An Investigation of Data Privacy and Utility Preservation using KNN Classification as a Gauge
Kato Mivule, Claude Turner
It is obligatory that organizations by law safeguard the privacy of individuals when handling data sets containing personal identifiable information (PII). Nevertheless, during the…
Utilizing Noise Addition for Data Privacy, an Overview
Kato Mivule
The internet is increasingly becoming a standard for both the production and consumption of data while at the same time cyber-crime involving the theft of private data is growing.…
A Review of Privacy Essentials for Confidential Mobile Data Transactions
Kato Mivule, Claude Turner
The increasingly rapid use of mobile devices for data transaction around the world has consequently led to a new problem, and that is, how to engage in mobile data transactions whi…
Applying Data Privacy Techniques on Tabular Data in Uganda
Kato Mivule, Claude Turner
The growth of Information Technology(IT) in Africa has led to an increase in the utilization of communication networks for data transaction across the continent. A growing number o…