In-database machine learning with SQL on GPUs

M Schule, H Lang, M Springer, A Kemper… - Proceedings of the 33rd …, 2021 - dl.acm.org
In machine learning, continuously retraining a model guarantees accurate predictions based
on the latest data as training input. But to retrieve the latest data from a database, time …

[HTML][HTML] Database memory forensics: A machine learning approach to reverse-engineer query activity

MI Nissan, J Wagner, S Aktar - Forensic Science International: Digital …, 2023 - Elsevier
Memory analysis allows forensic investigators to establish a more complete timeline of
system activity using a snapshot of main memory (ie, RAM). Investigators may rely on such …

Recursive SQL and GPU-support for in-database machine learning

ME Schüle, H Lang, M Springer, A Kemper… - Distributed and Parallel …, 2022 - Springer
In machine learning, continuously retraining a model guarantees accurate predictions based
on the latest data as training input. But to retrieve the latest data from a database, time …

Harmonizing privacy regarding data retention and purging

N Scope, A Rasin, B Lenard, K Heart… - Proceedings of the 34th …, 2022 - dl.acm.org
Data privacy requirements are a complex and quickly evolving part of the data management
domain. Especially in Healthcare (eg, United States Health Insurance Portability and …

Compliance and Data Lifecycle Management in Databases and Backups

N Scope, A Rasin, B Lenard, J Wagner - International Conference on …, 2023 - Springer
Abstract From the United States' Health Insurance Portability and Accountability Act (HIPAA)
to the European Union's General Data Protection Regulation (GDPR), there has been an …

Forget About It: Batched Database Sanitization

J Wagner, A Rasin - Proceedings of the 39th ACM/SIGAPP Symposium …, 2024 - dl.acm.org
In file systems and database management systems (DBMSes), deleting data marks it as
unallocated storage rather than explicitly erasing data. This data can be reconstructed from …

The Intersection of Compliance, Databases, and IT Operations

B Lenard, A Rasin, N Scope, T Al Johani - Proceedings of the 36th …, 2024 - dl.acm.org
Most organizations rely on relational database (s) for their day-to-day business functions.
Data management policies fall under the umbrella of IT Operations, dictated by a …

Auditing database systems through forensic analysis

J Wagner - 2020 - search.proquest.com
The majority of sensitive and personal data is stored in a number of different Database
Management Systems (DBMS). For example, Oracle is frequently used to store corporate …