Abstract: Systems and methods of the present disclosure enable signal data signature detection using a memory unit and processor, where the memory using stores a computer program or computer programs created by the physical interface on a temporary basis. The computer program, when executed, cause the processor to perform steps to receive a signal data signature recording from at least one data source, receive a dataset of labeled signal data signature recordings including signal data signature recording labels, identify, using at least one machine learning model, boundaries within the dataset of labeled signal data signature recordings, classify the signal data signature recording to produce an output label using a compendium of signal data signature classifiers based on the boundaries within the dataset of labeled signal data signature recordings, determine an output type of the signal data signature recording, and display the output label on a display media.

Abstract: A determination is made as to whether an attempt to send a data packet from a computer system has deviated from an established protocol for sending data packets from the computer system is made. The determination includes obtaining a data structure describing the data packet, and, based on invocation of a function to deliver the data packet to a module of a stack of the computer system, the module interfacing network hardware for sending the data packet, checking for presence of a tag placed in the data structure by a component of the stack and indicative of whether the attempt to send the data packet has deviated from the established protocol. Processing is then performed based on the determination of whether the attempt has deviated from the established protocol.

Abstract: A determination is made as to whether an attempt to send a data packet from a computer system has deviated from an established protocol for sending data packets from the computer system is made. The determination includes obtaining a data structure describing the data packet, and, based on invocation of a function to deliver the data packet to a module of a stack of the computer system, the module interfacing network hardware for sending the data packet, checking for presence of a tag placed in the data structure by a component of the stack and indicative of whether the attempt to send the data packet has deviated from the established protocol. Processing is then performed based on the determination of whether the attempt has deviated from the established protocol.