Abstract: A system and methods for bandwidth-efficient cryptographic data transfer, utilizing an encoding endpoint device, a decoding endpoint device, a reference codebook, and a plurality of data to encode and decode, which may use specific algorithms on top of block cipher encryption to achieve higher data security and ease the burden on users with regards to computational power, complexity, and bandwidth for communication.

Abstract: A system and method for highly efficient encoding of data that includes extended functionality for asymmetric encoding/decoding and network policy enforcement. In the case of asymmetric encoding/decoding the original data is encoded by an encoder according to a codebook and sent to a decoder, but the output of the decoder depends on data manipulation rules applied at the decoding stage to transform the decoded data, into a different data set from the original data. In the case of network pokey enforcement, a behavior appendix into the codebook, such that the encoder and/or decoder at each node of the network comply with network behavioral rules, limits, and policies during encoding and decoding.

Abstract: A system and method for file type identification involving extraction of a file-print of a file, the file-print being a unique or practically-unique representation of statistical characteristics associated with the distribution of bits in the binary contents of the file, similar to a fingerprint. The file-print is then passed to a machine learning algorithm that has been trained to recognize file types from their file-prints. The machine learning algorithm returns a predicted file type and, in some cases, a probability of correctness of the prediction. The file may then be encoded using an encoding algorithm chosen based on the predicted file type.

Abstract: A system and methods for bandwidth-efficient cryptographic data transfer, utilizing an encoding endpoint device, a decoding endpoint device, a reference codebook, and a plurality of data to encode and decode, which may use specific algorithms on top of block cipher encryption to achieve higher data security and ease the burden on users with regards to computational power, complexity, and bandwidth for communication.

Abstract: A system and method for data storage, transfer, synchronization, and security using automated system efficacy monitoring and model training, wherein statistical analyses of test datasets are used to determine if the probability distribution of two datasets are within a pre-determined range, and responsive to that determination new encoding and decoding algorithms may be retrained in order to produce new data chunklets. The new data chunklets may then be processed and assigned new codewords which are compiled into an updated codebook which may be distributed back to encoding and decoding systems and devices.

Abstract: A system and method for encoding data using a plurality of encoding libraries. Portions of the data are encoded by different encoding libraries, depending on which library provides the greatest compaction for a given portion of the data. This methodology not only provides substantial improvements in data compaction over use of a single data compaction algorithm with the highest average compaction, but provides substantial additional security in that multiple decoding libraries must be used to decode the data. In some embodiments, each portion of data may further be encoded using different sourceblock sizes, providing further security enhancements as decoding requires multiple decoding libraries and knowledge of the sourceblock size used for each portion of the data. In some embodiments, encoding libraries may be randomly or pseudo-randomly rotated to provide additional security.

Abstract: A system and method for error-resilient data reduction, utilizing a phase detector, a data requestor, a multi-phase trainer, a reconstruction engine, a deconstruction engine, and one or more reference codebooks. A multi-phase trainer may be used to train the reconstruction and deconstruction engines on various phase sourceblocks in order recover quickly from corrupted data files that cause the phase alignment of the sourceblocks to become out of phase. A phase detector may determine when the sourceblocks get out of phase and when the return to in-phase by checking if a predetermined threshold probability of correct encoding is met. Data requestor may request for retransmission only the data that was received out of phase.

Abstract: A system and method for fast communication between processors on complex chips using encoding, wherein a training data set is used to find patterns and associated smaller indices, or codewords, which are stored in a reference codebook library, and where reconstruction and deconstruction algorithms are used to encode and decode data as it is received. The codebook and algorithms may be stored in the firmware of a semiconductor which enable reduced resources and cost when transmitting data between or among devices that utilize such semiconductors.

Abstract: A system and method for random-access manipulation of compacted data files, utilizing a reference codebook, a random-access engine, a data deconstruction engine, and a data deconstruction engine. The system may receive a data query pertaining to a data read or data write request, wherein the data file to be read from or written to is a compacted data file. A random-access engine may facilitate data manipulation processes by accessing a reference codebook associated with the compacted data file, a frequency table used to construct the reference codebook, and data query details. A data read request is supported by random-access search capabilities that may enable the locating and decoding of the bits corresponding to data query details. A random-access engine facilitates data write processes. The random-access engine may encode the data to be written, insert the encoded data into a compacted data file, and update the codebook as needed.

Abstract: A system and methods for bandwidth-efficient cryptographic data transfer, utilizing an encoding endpoint device, a decoding endpoint device, a reference codebook, and a plurality of data to encode and decode, which may use specific algorithms on top of block cipher encryption to achieve higher data security and ease the burden on users with regards to computational power, complexity, and bandwidth for communication.

Abstract: A method for transmitting and updating program data in a highly compact format using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A system and method for data storage, transfer, synchronization, and security using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A system and method for data storage, transfer, synchronization, and security using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A method for transmitting and updating program data in a highly compact format using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A system and method for data storage, transfer, synchronization, and security using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A system and method for data storage, transfer, synchronization, and security using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: A system for storing and transmitting data in a highly compact format comprising reference codes to data chunklets contained in a library, wherein the data are retrieved after transmission or storage by re-constructing the data from the chunklets in the library using the reference codes. One version of the system contains proprietary libraries which act as a form of data security. Another version of the system contains a standardized version of the library encoded onto the firmware of a broad range of computing devices, allowing optimized storage and transmission of data between two such devices equipped with the system.

Abstract: A system and method for data storage, transfer, synchronization, and security using recursive encoding, wherein data is deconstructed into chunklets, and is processed through a series of reference code libraries that reduce the data to a sequence of reference codes, and where the output of each reference library is used as the input to the next.

Abstract: The present methods for predicting coreceptor tropism may include obtaining the amino acid and/or nucleic acid sequence of at least a portion of the envelope or envelope coding region from a biological sample obtained from a subject; analyzing the amino acid sequence, nucleic acid sequence, or both of the portion of the envelope or envelope coding region using a case based reasoning analysis; and determining the coreceptor tropism. Also described are systems and computer readable media for utilizing the systems or performing the methods.

Abstract: A system and method for high-speed transfer of small data sets, that provides near-instantaneous bit-level lossless compression, that is ideal for communications environments that cannot tolerate even small amounts of data corruption, have very low latency tolerance, where data has a low entropy rate, and where every bit costs the user bandwidth, power, or time so that deflation is worthwhile. Where some loss of data can be tolerated, the system and method can be configured for use as lossy compression.