O(n) Software Labs


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Database Security Solution

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
  • machine learning library WEKA fully integrated (WEKA web page)
  • 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 sales@onsoftlabs.tk for detailed assessment and costs.