Abstract: Aspects of the subject disclosure may include, for example, obtaining a first group of Internet Protocol (IP) addresses from a group of network devices, and determining a second group of IP addresses from the first group of IP addresses includes possible malicious IP addresses utilizing a machine learning application. Further embodiments can include obtaining a first group of attributes of malicious IP addresses from a first repository, and determining a third group of IP addresses from the second group of IP addresses includes possible malicious IP addresses based on the first group of attributes. Additional embodiments can include receiving user-generated input indicating a fourth group of IP addresses from the third group of IP addresses includes possible malicious IP addresses, and transmitting a notification to a group of communication devices indicating that the fourth group of IP address includes possible malicious IP addresses. Other embodiments are disclosed.

Abstract: A process for the hydroformylation of olefins to aldehydes is disclosed. The process comprises: hydroformylating one or more olefins with hydrogen and carbon monoxide in the presence of a ligand-rhodium catalyst in a reaction zone; recovering a reactor effluent from the reaction zone, the reactor effluent comprising product aldehyde and the ligand-rhodium catalyst; passing the reactor effluent and a strip gas to a vaporiser, wherein the strip gas comprises carbon monoxide and is formed from a recycle strip gas stream and a make-up strip gas stream, wherein the product aldehyde is vaporised into the strip gas in the vaporiser resulting in a vapour mixture, comprising the strip gas and the product aldehyde, and a liquid mixture, comprising the ligand-rhodium catalyst; recovering the liquid mixture and recycling the ligand-rhodium catalyst to the reaction zone; recovering the vapour mixture and separating the product aldehyde from the vapour mixture.

Abstract: Creating and using learning models to identify botnet traffic can include obtaining netflow data associated with a connecting device that is communicating with a carrier network. The netflow data can represent communications associated with the connecting device. Data features associated with the communications can be extracted. The data features can include statistical information associated with the communications. A learning model based on the data features extracted from the netflow data can be trained. A prediction using the learning model can be generated, and an action based on the prediction can be taken.

Abstract: The present disclosure provides a mounting device for mounting an object to a vehicle. The vehicle has a tailgate and the mounting device comprises a mount for mounting the object to the mounting device. The mount comprises a rigid member on which the in use the object is mounted. Further, the mounting device comprises a coupling for coupling the mount to the tailgate of the vehicle. The coupling is arranged for removably coupling to the tailgate of the vehicle without requiring a structural modification of the tailgate.

Abstract: According to embodiments of the invention, there is provided a marine growth removal device, adapted to be mounted to a drive motor which allows the marine growth removal device to be rotatable about an axis, the marine growth removal device including: a base structure having a top surface; and a plurality of rigid stripping elements rotatably mounted to the base structure, wherein a stripping portion of the plurality of rigid stripping elements passes through the base structure to extend from the top surface of the base structure.

Abstract: A networked computer system is provided for collecting and displaying historical content comprising a plurality of digital objects associated with a historical period or event. The computer system is comprised of one or more networked servers for processing the historical content. The servers are configured to access a database of host historical content input by an operator and user historical content input by a user, and display the historical content. One or more software applications running on the servers facilitate collection, integration and display of historical content. The software applications provide a template accessible to a user via a computer in communication with the network. The template is configured to allow the user to input the user historical content and relate a portion of the host historical content to create a user website integrating the user historical content with a portion of the host historical content.

Abstract: A networked computer system is provided for collecting and displaying historical content comprising a plurality of digital objects associated with a historical period or event. The computer system is comprised of one or more networked servers for processing the historical content. The servers are configured to access a database of host historical content input by an operator and user historical content input by a user, and display the historical content. One or more software applications running on the servers facilitate collection, integration and display of historical content. The software applications provide a template accessible to a user via a computer in communication with the network. The template is configured to allow the user to input the user historical content and relate a portion of the host historical content to create a user website integrating the user historical content with a portion of the host historical content.

Abstract: An entertainment astrological and numerological system and method is provided for deriving a combined astrological and numerological classification for a subject and providing the same to the subject for enjoyment and entertainment value.

Abstract: The apparatus shown generally in FIG. (1) is a holder attached to and stored at the back of a cabinet door and when deployed will support an object for viewing from the front of the closed door.