Abstract: Aspects of the disclosure relate to detecting and identifying malicious sites using machine learning. A computing platform may receive a uniform resource locator (URL). The computing platform may parse and/or tokenize the URL to reduce the URL into a plurality of components. The computing platform may identify human-engineered features of the URL. The computing platform may compute a vector representation of the URL to identify deep learned features of the URL. The computing platform may concatenate the human-engineered features of the URL to the deep learned features of the URL, resulting in a concatenated vector representation. By inputting the concatenated vector representation of the URL to a URL classifier, the computing platform may compute a phish classification score. In response to determining that the phish classification score exceeds a first phish classification threshold, the computing platform may cause a cybersecurity server to perform a first action.

Abstract: Aspects of the disclosure relate to detecting and identifying malicious sites using machine learning. A computing platform may receive a uniform resource locator (URL). The computing platform may parse and/or tokenize the URL to reduce the URL into a plurality of components. The computing platform may identify human-engineered features of the URL. The computing platform may compute a vector representation of the URL to identify deep learned features of the URL. The computing platform may concatenate the human-engineered features of the URL to the deep learned features of the URL, resulting in a concatenated vector representation. By inputting the concatenated vector representation of the URL to a URL classifier, the computing platform may compute a phish classification score. In response to determining that the phish classification score exceeds a first phish classification threshold, the computing platform may cause a cybersecurity server to perform a first action.

Abstract: The present invention relates to methods for treating bacterial infections caused by or Provided and set forth herein are certain cyclized acetamido derivatives that are DNA Polymerase Theta (Pol?) inhibitors of Formula (I) and Formula II. Also, provided are pharmaceutical compositions comprising such compounds, and methods of treating diseases treatable by inhibition of Pol? such as cancer, including homologous recombination (HR) deficient cancers, using such compounds and pharmaceutical compositions.

Abstract: Disclosed herein are certain thiadiazolyl derivatives Formula (I): that inhibit DNA Polymerase Theta (Pol?) activity, in particular inhibit Pol? activity by inhibiting ATP dependent helicase domain activity of Pol?. Also, disclosed are pharmaceutical compositions comprising such compounds and methods of treating and/or preventing diseases treatable by inhibition of Pol? such as cancer, including homologous recombination (HR) deficient cancers.

Abstract: An interface device is configured for printing from a host having a communications port to an imaging apparatus having a PictBridge port for receiving print data from a camera. The host includes an operating system having a spool subsystem. The interface device includes an input port configured to communicatively connect to the communications port; an output port configured to communicatively connect to the PictBridge port; and a controller interconnecting the input port and the output port. The controller is configured to execute program instructions to print from the host via the communications port to the imaging apparatus via the PictBridge port in real time using an output of the spool subsystem.

Abstract: An imaging system includes an imaging cartridge, a first memory associated with the imaging cartridge, and a controller communicatively coupled to the first memory. The controller executes program instructions for performing the steps of generating a generated cartridge identification number to be associated with the imaging cartridge and storing the generated cartridge identification number in the first memory.

Abstract: An imaging system includes an imaging cartridge, a first memory associated with the imaging cartridge, and a controller communicatively coupled to the first memory. The controller executes program instructions for performing the steps of generating a generated cartridge identification number to be associated with the imaging cartridge and storing the generated cartridge identification number in the first memory.