Abstract: An approach is disclosed that ingests sets of metadata into an AI system utilizing a model trained to recognize a plurality of programming categories. Each of the sets of metadata corresponds to a computer programming language, and the ingested sets of metadata are stored in a corpus accessible by the AI system. A block of programming code is input to the AI system with the block including a number of computer instructions written in a computer programming language. Recommended programming languages are received from the AI system based on comparing the categories found in the block of programming code with the metadata corresponding to the recommended programming languages.

Abstract: A method, system, and computer program product for malicious virtual machine detection is provided. The method passes network traffic from a set of virtual machines to a set of network resources. The network traffic passes through a network monitor. The network monitor monitors a set of traffic characteristics for the network traffic. A change in a network traffic characteristic is identified. The change results in a modified traffic characteristic. The method identifies a first virtual machine of the set of virtual machines. The first virtual machine is associated with the modified traffic characteristics. An alert is then generated which identifies the first virtual machine and the modified traffic characteristic.

Abstract: An approach is disclosed that receives location data from a location based device via a Light Fidelity (LiFi) wireless communication adapter. A LiFi receiver at the receiving system is within a direct line-of-sight to a LiFi transmitter of the location based device. The received location data is then provided to a bootable network asset, such as a virtual machine (VM) or application container running on the system. The bootable network asset then determines whether to operate based on the received location data.

Abstract: A method, system, and computer program product for malicious virtual machine detection is provided. The method passes network traffic from a set of virtual machines to a set of network resources. The network traffic passes through a network monitor. The network monitor monitors a set of traffic characteristics for the network traffic. A change in a network traffic characteristic is identified. The change results in a modified traffic characteristic. The method identifies a first virtual machine of the set of virtual machines. The first virtual machine is associated with the modified traffic characteristics. An alert is then generated which identifies the first virtual machine and the modified traffic characteristic.

Abstract: Ensuring physical access control of a lockbox according to a contract. Parties to the contract interact with the lockbox according to contractual requirements recorded to a ledger accessible over a network. The ledger linking access activity of the parities using cryptography. The lockbox is opened with a credential provided over the network and secured automatically upon closing of the lockbox such that the credential no longer opens the lockbox.