Abstract: A chainsaw chain includes a plurality of drive links, a plurality of cutters, and a plurality of rivets. Each drive link includes a drive link body, a rivet hole extending through the drive link body, and a tang configured to engage a drive element of a chainsaw. Each cutter includes a cutter body having a rivet hole extending therethrough, a cutting tooth coupled to an upper portion of the cutter body, a carbide cutting tip coupled to the cutting tooth, a feed limiter coupled to the upper portion of the cutter body and spaced from the cutting tooth, and a gullet defined between the cutting tooth and the feed limiter. The plurality of rivets is received within corresponding rivet holes of the plurality of drive links and the plurality of cutters, to couple the plurality of drive links and the plurality of cutters together.

Abstract: A chainsaw chain includes a plurality of drive links, a plurality of cutters, and a plurality of rivets. Each drive link includes a drive link body, a pair of rivet holes extending through the drive link body, and a tang extending from the drive link body and configured to engage a drive element of a chainsaw. Each cutter includes a cutter body having a pair of rivet holes extending therethrough, a cutting tooth coupled to an upper portion of the cutter body, a feed limiter, and a gullet. The cutter body defines a longitudinal axis extending through the pair of rivet holes and a vertical axis oriented perpendicular to the longitudinal axis. The cutting tooth is set relative to the vertical axis. The plurality of rivets couples the plurality of drive links and the plurality of cutters together.

Abstract: Systems and methods for recording information at a granular level; checking and verifying that data is used and processed is consistent with an entity's internal policies and/or external regulations; and producing reports to authorized users (e.g., individuals and organizations) with information are provided. The system and methods capture required data in an immutable fashion so that users outside of an entity (e.g., public, third parties) can check and audit that internal policies and other regulatory policies and frameworks are followed.

Abstract: Systems and methods for recording information at a granular level; checking and verifying that data is used and processed is consistent with an entity's internal policies and/or external regulations; and producing reports to authorized users (e.g., individuals and organizations) with information are provided. The system and methods capture required data in an immutable fashion so that users outside of an entity (e.g., public, third parties) can check and audit that internal policies and other regulatory policies and frameworks are followed.

Abstract: Systems and methods for recording information at a granular level; checking and verifying that data is used and processed is consistent with an entity’s internal policies and/or external regulations; and producing reports to authorized users (e.g., individuals and organizations) with information are provided. The system and methods capture required data in an immutable fashion so that users outside of an entity (e.g., public, third parties) can check and audit that internal policies and other regulatory policies and frameworks are followed.

Abstract: Systems and methods for recording information at a granular level; checking and verifying that data is used and processed is consistent with an entity's internal policies and/or external regulations; and producing reports to authorized users (e.g., individuals and organizations) with information are provided. The system and methods capture required data in an immutable fashion so that users outside of an entity (e.g., public, third parties) can check and audit that internal policies and other regulatory policies and frameworks are followed.

Abstract: System and methods for cross-domain training and updating of models to perform classification and scoring of network data/traffic are described. Information used to build deep machine learning models about traffic in one domain is used to improve the modeling in another domain. By using cross-domain learning, labeled data from another domain can be used to improve the detection rate and false positive rate of an analytic model in another domain. Because of the construction of the models, and because the models, and not the data are transferred, there is no disclosure of personally identifiable or otherwise restricted information.

Abstract: Systems and methods for recording information at a granular level; checking and verifying that data is used and processed is consistent with an entity's internal policies and/or external regulations; and producing reports to authorized users (e.g., individuals and organizations) with information are provided. The system and methods capture required data in an immutable fashion so that users outside of an entity (e.g., public, third parties) can check and audit that internal policies and other regulatory policies and frameworks are followed.

Abstract: A cybersecurity system for managing cyber behavior associated with cyber actors such that the cyber behavior can be computed and predicted and cyber interactions between the cyber actors can be created. The system includes a cyber behavioral space management module configured to receive input data, and data from the interaction engine and the analytic workflow engine, and to generate a plurality of cyber behavioral spaces based on the received data. The system includes an interaction engine configured to process cyber actor data to facilitate interactions with the cyber behavioral space, a cyber scene, a cyber map, and another cyber actor. The system includes an analytic workflow engine configured to analyze the cyber behavioral spaces and update cyber data based on the analyzed data and the interaction engine data. The system includes a visualization engine configured to compute visualizations and transmit the visualizations for display.

Abstract: A cybersecurity system for managing cyber behavior associated with cyber actors such that the cyber behavior can be computed and predicted and cyber interactions between the cyber actors can be created. The system includes a cyber behavioral space management module configured to receive input data, and data from the interaction engine and the analytic workflow engine, and to generate a plurality of cyber behavioral spaces based on the received data. The system includes an interaction engine configured to process cyber actor data to facilitate interactions with the cyber behavioral space, a cyber scene, a cyber map, and another cyber actor. The system includes an analytic workflow engine configured to analyze the cyber behavioral spaces and update cyber data based on the analyzed data and the interaction engine data. The system includes a visualization engine configured to compute visualizations and transmit the visualizations for display.

Abstract: A cybersecurity system for managing cyber behavior associated with cyber actors such that the cyber behavior can be computed and predicted and cyber interactions between the cyber actors can be created. The system includes a cyber behavioral space management module configured to receive input data, and data from the interaction engine and the analytic workflow engine, and to generate a plurality of cyber behavioral spaces based on the received data. The system includes an interaction engine configured to process cyber actor data to facilitate interactions with the cyber behavioral space, a cyber scene, a cyber map, and another cyber actor. The system includes an analytic workflow engine configured to analyze the cyber behavioral spaces and update cyber data based on the analyzed data and the interaction engine data. The system includes a visualization engine configured to compute visualizations and transmit the visualizations for display.

Abstract: A cybersecurity system for managing cyber behavior associated with cyber actors such that the cyber behavior can be computed and predicted and cyber interactions between the cyber actors can be created. The system includes a cyber behavioral space management module configured to receive input data, and data from the interaction engine and the analytic workflow engine, and to generate a plurality of cyber behavioral spaces based on the received data. The system includes an interaction engine configured to process cyber actor data to facilitate interactions with the cyber behavioral space, a cyber scene, a cyber map, and another cyber actor. The system includes an analytic workflow engine configured to analyze the cyber behavioral spaces and update cyber data based on the analyzed data and the interaction engine data. The system includes a visualization engine configured to compute visualizations and transmit the visualizations for display.

Abstract: A cybersecurity system for processing events to produce scores, alerts, and mitigation actions. The system includes sensors for receiving and processing data to form events, distributed analytic platform for processing events to form analytic workflows, and scoring engines for processing events using analytic workflows to produce scoring engine messages. The system also includes real time analytic engine for processing scoring engine messages and distributed analytic platform messages using the analytic workflows and analytic workflow and event processing rules to form and transmit a threat intelligence message. Threat intelligence messages include broadcast messages, mitigation messages, and model update messages.

Abstract: A cybersecurity system for processing events to produce scores, alerts, and mitigation actions. The system includes sensors for receiving and processing data to form events, distributed analytic platform for processing events to form analytic workflows, and scoring engines for processing events using analytic workflows to produce scoring engine messages. The system also includes real time analytic engine for processing scoring engine messages and distributed analytic platform messages using the analytic workflows and analytic workflow and event processing rules to form and transmit a threat intelligence message. Threat intelligence messages include broadcast messages, mitigation messages, and model update messages.

Abstract: An apparatus is disclosed for heat treating a product. The apparatus includes a plurality of lamp assemblies. Each of the assemblies has an infrared lamp disposed within a quartz conduit. The quartz conduit is formed of material which is generally transparent to infrared radiation. A cooling quartz is admitted into the lamp conduit. A frame is provided defining the heat treatment. The frame supports the lamp assemblies with the assemblies opposing the heat treatment area. Reflective refractory materials surrounds the lamps and the heat treatment area.

Abstract: An apparatus is disclosed for heat treating a product. The apparatus includes an infrared lamp assembly having an infrared lamp disposed within the interior of a quartz conduit. Air is admitted to the interior of the conduit at a controlled rate to cool the conduit while minimizing adverse impact on the efficiency of the infrared lamp.

Abstract: An apparatus is disclosed for heat treating a product. The apparatus includes a retort having a volume sized to receive a bed of fluidized particles having a predetermined elevation within the volume and a plurality of electrically powered infrared radiation sources. The sources are submerged within the bed of fluidized particles. Use of the apparatus to reclaim foundry sand is also disclosed.

Abstract: An apparatus is disclosed for heat treating a product. The apparatus includes a retort having a predetermined volume for receiving a bed of fluidizing particles at having a predetermined elevation within the volume and a plurality of electrically powered infrared radiation lamps. The lamps are submerged within the bed of fluidizing particles.

Abstract: An improved fluid bed furnace is disclosed which is useful in heat treating products or particles which are to undergo a change due to exposure to high temperatures. The bed is heated by lamps effectively buried in the bed radiating energy to the fluidized particles. In one embodiment, the lamps are protected by a ceramic tube with the lamps heating the tubes which in turn heat the fluid bed.

Abstract: A fluidized bed for treating of product at high temperatures (1100.degree. C. to 1300.degree. C.) is possible, while overcoming problems such as slow start up times and contamination due to combustion gas. The fluidized bed uses an inert gas introduced to the bed to cause fluidization of refractory particles. Exposed surfaces or boundary layers of the bed are heated by infrared radiation produced exterior to the bed and absorbed by exposed particles of the bed. The thermal characteristics of the bed insure rapid dissipation of the absorbed energy. Electrically powered lamps produce the radiation and preferably are high intensity shortwave infrared radiation lamps. The lamps remain out of direct contact with the bed preferrably separated by a quartz wall or screen.