Abstract: Embodiments for implementing intelligent advertisement effectiveness and impact evaluation in a computing environment by a processor. A degree of impact and a degree of distribution of one or more communication campaigns upon a targeted entity may be identified according to a user persona, one or more communication rules, security factors, or a combination thereof.

Abstract: Embodiments for providing intelligent data replication and distribution in a computing environment. Data access patterns of one or more queries issued to a plurality of data partitions may be forecasted. Data may be dynamically distributed and replicated to one or more existing data partitions or additional of the plurality of data partitions according to the forecasting.

Abstract: A method, system and computer program product for providing privacy protection to data streams in a distributed computing environment. The method includes concurrently processing, by a plurality of computer machines, data streams of attributes containing data values received by each of the plurality of local computer machines; indexing the data values for each attribute of the plurality of data streams received by each of the plurality of local computer machines; providing the indexed data values to a main computer machine; integrating, by the main computer machine, the local computer machine indexed data values into a global index data structure for the plurality of data streams; and identifying privacy vulnerabilities of the attributes that are direct identifiers and quasi-identifiers based on the global index.

Abstract: Embodiments of the present invention provide computer-implemented methods, computer program products, and systems. Embodiments of the present invention can be used to receive position information for one or more user devices and location information for an area. Embodiments of the present invention can predict one or more locations of the one or more user devices. Embodiments of the present invention can, in response to a request for navigation services, dynamically navigate a first user device of the one or more devices to a second user device of the one or more devices within the area.

Abstract: Embodiments for watermarking anonymized datasets using decoys in a computing environment are provided. One or more decoy records may be embedded in an anonymized dataset such that a re-identification attack on the anonymized dataset targets the one or more decoy records.

Abstract: Various embodiments are provided for preventing disclosure of confidential data in a computing environment are provided. Data may be inspected prior to publication to a communication channels. Selected portions of the data may be extracted. The selected portions of the data may be filtered according to degree of appropriateness defined in one or more publishing policies or rules prior to sending the filtered data to the communication channel.

Abstract: A system and method for asset leak risk assessment in blockchains are presented. A risk assessment of recursive call attack vulnerabilities may be cognitively determined according to risk vulnerability measurements generated from a computer program source code, a list of external call functions, a risk assessment function, a list of assets, a parser, or a combination thereof.

Abstract: A system and method for implementing a marketplace for risk assessed smart contracts issuers and execution providers in blockchains in a computer environment are presented. A smart contract, issued by one or more blockchain nodes to a secondary blockchain and accepted by a primary blockchain, may be executed following a risk assessment to recursive call attack vulnerabilities of the smart contract according to a reputation of both the one or more blockchain nodes and the one or more execution nodes.

Abstract: A system and method for reducing risk of smart contracts in blockchains in a computer environment are presented. One or more smart contracts may be accepted or rejected from a secondary blockchain to a primary blockchain according to a risk assessment to recursive call attack vulnerabilities.

Abstract: Various embodiments are provided for providing intelligent data utility constraint information in a computing environment are provided. One or more utility constraints may be extracted from a dataset and a set of queries and applications to infer one or more data transformations to apply to selected data.

Abstract: Various embodiments are provided for providing intelligent data security in a computing environment are provided. One or more data vulnerabilities may be identified from a plurality of data. Selected data having the one or more identified data vulnerabilities may be protected by applying one or more data protection policies or rules, wherein the selected data is de-identified.

Abstract: Techniques for employing natural language processing (NLP) to facilitate geospatial analysis are provided. In one example, a computer-implemented method comprises receiving, by a device operatively coupled to a processor, input information in a natural language format indicating a change to a state of a system comprising different nodes through which physical elements flow, wherein the system is associated with a state model that characterizes movement of the physical elements through the different nodes based on one or more flow parameters. The computer-implemented method further comprises, determining, by the device based on the input information, a subset of the one or more flow parameters associated with the change, determining, by the device based on the input information, one or more constraints to the subset that account for the change, and modifying, by the device, the state model based on the one or more constraints, resulting in a modified state model.

Abstract: Embodiments for performing consistent data masking in a distributed computing environment by a processor. A dictionary based data masking operation is performed on one or more datasets with causal ordering of the one or more datasets to enable reconstruction of a state of the one or more dictionaries for the one or more datasets.

Abstract: Various embodiments are provided for providing data security in a computing environment are provided. Data may be inspected during a write operation or a read operation and selected data from the data may be filtered according to one or more data security policies or rules prior to sending the plurality of data to or receiving the plurality of data from a shared computing file system.

Abstract: Techniques for employing natural language processing (NLP) to facilitate geospatial analysis are provided. In one example, a computer-implemented method comprises receiving, by a device operatively coupled to a processor, input information in a natural language format indicating a change to a state of a system comprising different nodes through which physical elements flow, wherein the system is associated with a state model that characterizes movement of the physical elements through the different nodes based on one or more flow parameters. The computer-implemented method further comprises, determining, by the device based on the input information, a subset of the one or more flow parameters associated with the change, determining, by the device based on the input information, one or more constraints to the subset that account for the change, and modifying, by the device, the state model based on the one or more constraints, resulting in a modified state model.

Abstract: Systems, computer-implemented methods, and computer program products that can facilitate sensitive data policy recommendation are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise an extraction component that can employ an artificial intelligence model to extract compliance data from a data source. The computer executable components can further comprise a recommendation component that can recommend a sensitive data policy based on the compliance data. In some embodiments, the recommendation component can further identify one or more sensitive data entities of a sensitive data dataset that are affected by actionable obligation data of the data source.

Abstract: Embodiments for data anonymity by a processor. A dataset may be transformed into an anonymous dataset by applying a differential privacy operation and a clustering operation to the dataset.

Abstract: Various embodiments are provided for linking of anonymized datasets in a computing environment are provided. A number of linking records may be identified between an anonymized dataset and one or more non-anonymized datasets of a knowledge base according to one or more equivalence classes and a generalization level.

Abstract: Embodiments for privacy protection of entities in a transportation system by a processor. Route instructions may be provided to an approximate destination located within a defined proximity of an entity for a transportation service for protecting a current location of an entity. The approximate destination may be dynamically adjusted to converge with the current location of the entity as the transportation service approaches the entity.

Abstract: Techniques facilitating autonomously rendering an encrypted data anonymous in a non-trusted environment are provided. In one example, a computer-implemented method can comprise generating, by a system operatively coupled to a processor, a plurality of clusters of encrypted data from an encrypted dataset using a machine learning algorithm. The computer-implemented method can also comprise modifying, by the system, the plurality of clusters based on a defined criterion that can facilitate anonymity of the encrypted data.