Distributed ledger tracking of event data
Techniques including data collection, organization and usage are provided, including in connection with computer-based gaming. Methods and systems are provided for establishing a set of data chronicling at least a portion of a duration of a computer-based gaming event that includes at least one user engaging in gaming using a computer or a computer-based device. Event data is obtained for chronicling chronologically ordered in-game events. Hardware and software related data is obtained that relates to the computer or the computer-based device and is relevant to the chronicling of the portion of the gaming event. Utilizing a distributed ledger technology or blockchain, the event data and the hardware and software related data are recorded in establishing the set of data chronicling at least a portion of the duration of the gaming event.
1. A computer readable, non-transitory memory (CRM) product suite having software instructions that cause at least one processor to execute the following operations:
obtaining game state data from a gaming device, wherein the game state data is associated with a gaming event;
updating a ledger data structure with the game state data;
generating a data set from the ledger data structure and including at least a portion of the game state data in the data set;
identifying an anomalous game behavior upon matching the data set with an anomalous behavior signature; and
sending a notification including the anomalous game behavior.
2. The CRM product suite of claim 1 , wherein the game state data comprises initial state data.
3. The CRM product suite of claim 2 , wherein the operation of updating the ledger data structure includes generating a genesis block for the ledger data structure from the initial state data.
4. The CRM product suite of claim 2 , wherein the initial state data comprises at least one of the following: a hardware state and a memory state.
5. The CRM product suite of claim 2 , wherein the initial state data comprises at least one of the following types of information: player information, team information, server information, game software information, a network latency, a network packet loss, a list of software running on the gaming device, checksum information, at least one device state, a time stamp, and an external hash value.
6. The CRM product suite of claim 1 , wherein the gaming device comprises at least one of the following computer-based devices: a smart phone, a tablet, a desktop computer, a set top box, a tablet, a vehicle, a gaming console, a smart watch, an appliance, and a television.
7. The CRM product suite of claim 1 , wherein the ledger data structure comprises at least one distributed ledger.
8. The CRM product suite of claim 7 , wherein the at least one distributed ledger comprises an Ethereum ledger.
9. The CRM product suite of claim 1 , wherein the ledger data structure comprises at least one smart contract data structure.
10. The CRM product suite of claim 1 , wherein the ledger data structure comprises at least one decentralized ledger.
11. The CRM product suite of claim 1 , wherein the ledger data structure comprises at least one semi-centralized ledger.
12. The CRM product suite of claim 1 , wherein the operations further include notarizing the game state data.
13. The CRM product suite of claim 12 , wherein the operation of notarizing the game state data comprises incorporating a notarization code with the game state data when updating the ledger data structure.
14. The CRM product suite of claim 13 , wherein the notarization code comprises at least one of the following types of codes: a code from a trusted server, a hashgraph code, and an external ledger hash.
15. The CRM product suite of claim 1 , wherein the data set comprises one or more blocks of data from the ledger data structure.
16. The CRM product suite of claim 1 , wherein the data set comprises a chronicle of at least a portion of the gaming event.
17. The CRM product suite of claim 1 , wherein the identified anomalous game behavior comprises a cheating behavior.
18. The CRM product suite of claim 1 , wherein the identified anomalous game behavior comprises an abnormal behavior.
19. The CRM product suite of claim 1 , wherein the anomalous behavior signature comprises at least one of the following signatures: a known game exploit, exceeding a nominal boundary, a vector-based anomaly, a simulation signature, a game constraint, and a game glitch.
20. The CRM product suite of claim 1 , wherein the gaming event includes at least one of the following game events: a tournament, an eSports event, a gambling event, a board game event, and a video game event.