O(n) Software Lab database security solution provides real time detection, auditing along with auto heal features to prevent malicious database activity. The key features are
Normal(legitimate) Activity Profiling - learns fingerprints of legitimate transactions in the database to prepare a profile of normal behavior.
Monitors the database for malicious activity and detects intrusions in database.
Produce complete audit trail from the database to assist in recovery.
Provide information assurance at four different levels to maintain database performance - low, medium, high and paranoid security levels.
Generate reports of database activity and using the in built data mining tool analyze the database usage.
Auto Recovery to heal database to consistent state after an attack. No need to take the database offline, recovery goes on the fly maximizing database availability and reliability.
Generate signatures of typical attacks by learning to directly block any malicious activity in future - typical SQL injections are blocked direclty.
Prevents data leakage, data fraud and data inconsistency.
Protects against both inside and outside attacks.
Data Mining Consultancy
O(n) Software Lab provides data mining consultancy based on RapidMiner software. RapidMiner (formerly YALE) is one of the most popular data mining products currently used (source: kdnuggets poll). Along with data mining solution we provide training on use of the software. Some of the key features of RapidMiner are (taken from Rapid - I website).
freely available open-source knowledge discovery environment
100% pure Java (runs on every major platform and operating system)
KD processes are modeled as simple operator trees
which is both intuitive and powerful
operator trees or subtrees can be saved as building blocks
for later re-use
internal XML representation ensures standardized interchange format
of data mining experiments
simple scripting language allowing for automatic large-scale experiments
multi-layered data view concept ensures efficient and transparent data handling
Flexibility in using RapidMiner:
graphical user interface (GUI) for interactive prototyping
command line mode (batch mode) for automated large-scale applications
Java API (application programming interface) to ease usage of RapidMiner
from your own programs
simple plugin and extension mechanisms, a broad variety of plugins
already exists and you can easily add your own
powerful plotting facility offering a large set of sophisticated
high-dimensional visualization techniques for data and models
more than 400 machine learning, evaluation, in- and output,
pre- and post-processing, and visualization operators plus numerous meta optimization schemes
RapidMiner was successfully applied on a wide range of applications where its
rapid prototyping abilities demonstrated their usefulness, including
text mining, multimedia mining,
feature engineering, data stream mining
and tracking drifting concepts, development of
ensemble methods, and distributed data mining.
Contact us on email@example.com for detailed assessment and costs.