Abstract: A method for identifying fraudulent cryptographic currency transactions using a deep neural network includes: receiving, by a receiver of a processing server, a source dataset, the source dataset including labeled source data associated with a plurality of source features and being associated with a source domain; receiving, by the receiver of the processing server, a target dataset, the target dataset including unlabeled target data associated with a plurality of target features and being associated with a target domain; combining, by a processor of the processing server, at least a subset of the plurality of source features and at least a subset of the plurality of target features into a combined data layer; training, by the processor of the processing server, a deep neural network using a domain adaptation algorithm and the combined data layer to identify a set of final features.

Abstract: The embodiments herein provide a method and a system for developer identification and ticket assignment. The method comprises applying owner identification logics through a plurality of application security testing methodologies such as SAST, DAST and SCA tool. The method further comprises making an API call through a vulnerability management platform to a code repository to identify the developer who has changed the portion of the code recently; assigning a ticket to the identified developer and saving the developer in the vulnerability management platform; viewing the status of the ticket through various options such as insight view, CTO view, Engineering Manager view and Developer view; and providing training requirements and assessing the effectiveness of training.

Abstract: The embodiments herein provide a method for managing knowledge for solving vulnerability issues using an organizational knowledgebase. The method includes linking a vulnerability management platform knowledgebase (KB) article to an organization's core documents. The method further includes applying a vulnerability management platform formula, to enhance the knowledge management and security practices within the organization's knowledgebase. The method for applying the vulnerability management platform formula comprises tagging (CVEs) or (CWEs), to the vulnerability platform knowledgebase (KB) articles; attaching rich articles as links to a ticket tracking system; linking the vulnerability management platform KB articles to a new ticket created; and automatically linking a code commit to the vulnerability management platform KB articles.

Abstract: Embodiments provide methods and systems for predicting merchant level health intelligence. Method performed by server system includes accessing, from a transaction database, payment transaction data of a merchant for a period of time. The payment transaction data includes information of payment transactions between a plurality of cardholders and the merchant for the period of time. The method includes aggregating merchant transaction attributes based, at least in part, on the payment transaction data and calculating a merchant membership vector based, at least in part, on the merchant transaction attributes by applying a soft-clustering model over the merchant transaction attributes. The method further includes predicting a commercial credit score and a merchant delinquency rate associated with the merchant based, at least in part, on the merchant membership vector. The commercial credit score and the merchant delinquency rate are predicted based, at least in part, on a multi-task learning model.

Abstract: A data storage device tracks information about the ages and read counts of blocks of memory, which are indicative of data retention and read disturb issues, respectively. The data storage device uses a machine-learning model to predict which blocks in the memory are likely to contain errors based on the tracked information, and a read scrub operation is performed only on those blocks. Limiting the number of blocks that are read scrubbed reduces read amplification and reduces the time required for the read scrub process.

Abstract: A system and method for identification and classification of operational taxonomic units (OTUs) in a metagenomic sample using short read amplicon sequences has been described. The disclosure enables accurate identification of OTU in a metagenomic sample and provides a framework for easy cross comparison of microbiome community structures sampled across different disconnected metagenomic studies. Instead of using a reference database consisting of full-length marker genes directly for taxonomic classification or OTU-picking, the present disclosure creates customized OTU databases for different hyper-variable regions of a marker gene. These databases consist of reference OTUs obtained through independent clustering of sequences pertaining to different selected hyper-variable regions of the marker gene. In another embodiment, mapping back is also provided facilitating cross comparison between results obtained from different studies that may have utilized different hyper-variable regions.

Abstract: Methods and server systems for computing fraud risk scores for various merchants associated with an acquirer described herein. The method performed by a server system includes accessing merchant-related transaction data including merchant-related transaction indicators associated with a merchant from a transaction database. Method includes generating a merchant-related transaction features based on the merchant-related indicators. Method includes generating via risk prediction models, for a payment transaction with the merchant, merchant health and compliance risk scores, merchant terminal risk scores, merchant chargeback risk scores, and merchant activity risk scores based on the merchant-related transaction features. Method includes facilitating transmission of a notification message to an acquirer server associated with the merchant.

Abstract: Embodiments provide methods and systems for predicting merchant level health intelligence. Method performed by server system includes accessing, from a transaction database, payment transaction data of a merchant for a period of time. The payment transaction data includes information of payment transactions between a plurality of cardholders and the merchant for the period of time. The method includes aggregating merchant transaction attributes based, at least in part, on the payment transaction data and calculating a merchant membership vector based, at least in part, on the merchant transaction attributes by applying a soft-clustering model over the merchant transaction attributes. The method further includes predicting a commercial credit score and a merchant delinquency rate associated with the merchant based, at least in part, on the merchant membership vector. The commercial credit score and the merchant delinquency rate are predicted based, at least in part, on a multi-task learning model.

Abstract: Provided are methods involving the use of biomarkers, in relation to photoimmunotherapy, such as photoimmunotherapy induced by activation of a phthalocyanine dye conjugated to a targeting molecule that binds a protein on tumor cell, for example, an IR700-antibody conjugate, and combination therapies, for example, that include photoimmunotherapy and an additional therapeutic agent, such as an immune modulating agent. In some aspects, the provided embodiments can be used to identify or select subjects for photoimmunotherapy and/or the combination therapy, or to assess the likelihood of response to photoimmunotherapy and/or to the additional therapeutic agents. Features of the methods and uses provide various advantages, such as improved efficacy. In some aspects, the provided embodiments can be used to provide personalized medicine and tailored therapy regimens for subjects.

Abstract: Provided herein are conjugates, compositions and methods for use in photoimmunotherapy, such as photoimmunotherapy induced by activation of a phthalocyanine dye conjugated to a targeting molecule that binds a protein on cell, for example, an IR700-antibody conjugate. In some embodiments, the phthalocyanine-dye conjugate can be activated by irradiation with near-infrared light. Features of the conjugates, compositions and methods, including the dose of the conjugate, provide various advantages, such as lower toxicity and/or improved efficacy. In some embodiments, also provided is a dual label phthalocyanine-dye conjugate in which the targeting molecule is conjugated to an additional fluorescent dye, which can be used for photoimmunotherapy while, for example, also exhibiting improved performance for imaging or detection. Also provided are therapeutic methods using the conjugates and compositions for treatment of diseases and conditions, including tumors or cancers.

Abstract: A method for conveying a one-time password using blockchain includes: receiving proposed transaction data from a merchant system including payment credentials, receiving account details, and a transaction amount; identifying user account data associated with the payment credentials including an account identifier; identifying a one-time password; transmitting the one-time password and account identifier to a third party system; receiving a data identification value from an external computing device; identifying a blockchain data value included in a blockchain including a password value based on the received data identification value; validating, the identified one-time password based on the password value; and initiating payment of the transaction amount from a first transaction account associated with the payment credentials to a second transaction account associated with the receiving account details upon validation of the identified one-time password.

Abstract: A method for verified data storage via blockchain includes: storing a blockchain comprised of a plurality of blocks, each comprised of a block header and a plurality of transaction values, the block header including a timestamp; receiving a transaction notification including an entity identifier and data values; validating the data values based on a validation notification received from a verifying entity; generating a new block header comprised of a current timestamp, a block reference value, and a transaction reference value, the block reference value being generated via hashing of the block header included in a most recent block based on the timestamp, and the transaction reference value being generated via hashing of new transaction values including the data values; generating a new block comprised of the generated new block header and the new transaction values; and transmitting the new block to a node associated with the blockchain.

Abstract: Provided are methods for manufacturing a conjugate containing a phthalocyanine dye, including methods that include one or more steps of preparing or producing the conjugate, formulating the conjugate and packaging the conjugate. In some aspects, the manufacturing methods result in the generation of a stable conjugate. Also provided are stable phthalocyanine dye conjugates, compositions and articles of manufacture containing the stable conjugates, and methods for their administration to subjects for photoimmunotherapy. In some embodiments, the phthalocyanine dye conjugates are conjugated to a targeting molecule, such as an antibody, that targets the conjugate to a cell or pathogen, such as by binding to a cell surface protein.

Abstract: Provided herein are conjugates, compositions and methods for use in photoimmunotherapy, such as photoimmunotherapy induced by activation of a phthalocyanine dye conjugated to a targeting molecule that binds a protein on cell, for example, an IR700-antibody conjugate. In some embodiments, the phthalocyanine-dye conjugate can be activated by irradiation with near-infrared light. Features of the conjugates, compositions and methods, including the dose of the conjugate, provide various advantages, such as lower toxicity and/or improved efficacy. In some embodiments, also provided is a dual label phthalocyanine-dye conjugate in which the targeting molecule is conjugated to an additional fluorescent dye, which can be used for photoimmunotherapy while, for example, also exhibiting improved performance for imaging or detection. Also provided are therapeutic methods using the conjugates and compositions for treatment of diseases and conditions, including tumors or cancers.

Abstract: Provided herein are conjugates, compositions and methods for use in photoimmunotherapy, such as photoimmunotherapy induced by activation of a phthalocyanine dye conjugated to a targeting molecule that binds a protein on cell, for example, an IR700-antibody conjugate. In some embodiments, the phthalocyanine-dye conjugate can be activated by irradiation with near-infrared light. Features of the conjugates, compositions and methods, including the dose of the conjugate, provide various advantages, such as lower toxicity and/or improved efficacy. In some embodiments, also provided is a dual label phthalocyanine-dye conjugate in which the targeting molecule is conjugated to an additional fluorescent dye, which can be used for photoimmunotherapy while, for example, also exhibiting improved performance for imaging or detection. Also provided are therapeutic methods using the conjugates and compositions for treatment of diseases and conditions, including tumors or cancers.

Abstract: A processor may receive record data describing at least one interaction between a client and a production environment providing a software service. The processor may receive company dump data describing a context of the production environment during the at least one interaction. The processor may construct at least one simulation of at least one version of the software service including the context. The processor may replay the at least one interaction within the at least one simulation to generate at least one replay result. The processor may identify at least one problem with the at least one version of the software service based on the at least one replay result.

Abstract: A method for conveying a one-time password using blockchain includes: receiving proposed transaction data from a merchant system including payment credentials, receiving account details, and a transaction amount; identifying user account data associated with the payment credentials including an account identifier; identifying a one-time password; transmitting the one-time password and account identifier to a third party system; receiving a data identification value from an external computing device; identifying a blockchain data value included in a blockchain including a password value based on the received data identification value; validating, the identified one-time password based on the password value; and initiating payment of the transaction amount from a first transaction account associated with the payment credentials to a second transaction account associated with the receiving account details upon validation of the identified one-time password.

Abstract: The present disclosure generally relates to an electronic system, a computerized method, and a non-transitory computer-readable storage medium for advertisement pricing. The system comprises a host server configured for performing steps of the method comprising: identifying a locality for displaying an advertisement; receiving traffic observation data from one or more traffic servers; generating vehicular traffic data based on the traffic observation data, the vehicular traffic data indicative of vehicular traffic activity in the locality; and performing an advertisement pricing process based on at least the vehicular traffic data to determine advertisement prices for displaying the advertisement in the locality.

Abstract: A system and method for identification and classification of operational taxonomic units (OTUs) in a metagenomic sample using short read amplicon sequences has been described. The disclosure enables accurate identification of OTU in a metagenomic sample and provides a framework for easy cross comparison of microbiome community structures sampled across different disconnected metagenomic studies. Instead of using a reference database consisting of full-length marker genes directly for taxonomic classification or OTU-picking, the present disclosure creates customized OTU databases for different hyper-variable regions of a marker gene. These databases consist of reference OTUs obtained through independent clustering of sequences pertaining to different selected hyper-variable regions of the marker gene. In another embodiment, mapping back is also provided facilitating cross comparison between results obtained from different studies that may have utilized different hyper-variable regions.

Abstract: Provided are methods for manufacturing a conjugate containing a phthalocyanine dye, including methods that include one or more steps of preparing or producing the conjugate, formulating the conjugate and packaging the conjugate. In some aspects, the manufacturing methods result in the generation of a stable conjugate. Also provided are stable phthalocyanine dye conjugates, compositions and articles of manufacture containing the stable conjugates, and methods for their administration to subjects for photoimmunotherapy. In some embodiments, the phthalocyanine dye conjugates are conjugated to a targeting molecule, such as an antibody, that targets the conjugate to a cell or pathogen, such as by binding to a cell surface protein.