Data transfer for network interaction fraudulence detection
View Patent ↗Transferring metadata is disclosed. Information about a network interaction is processed to generate metadata describing the network interaction. Based on the metadata it is determined whether the metadata is to be transferred to an aggregator. In the event that the metadata is to be transferred, one or more aggregators are determined to which the metadata is to be transferred. The metadata is transferred to the one or more aggregators.
1. A system for transferring metadata, comprising:
a processor; and
a memory coupled with the processor, wherein the memory is configured to provide the processor with instructions which when executed cause the processor to:
process information about a network interaction to generate metadata describing the network interaction wherein the metadata comprises an IP address, a timestamp, and at least one of: an assessment of whether the IP address is a source of fraudulent network interactions, referrer information, metadata indicating confidence, interclick time, model parameters, interclick distributions, click statistics machine fingerprint data, HTTP data, TCP data, or user fingerprint data;
determine based on at least part of the metadata that the metadata is to be transferred to an aggregator;
determine one or more aggregators to which the metadata is to be transferred; and
transfer the metadata to the one or more aggregators.
2. A system as in claim 1 , wherein the network interaction is a click.
3. A system as in claim 1 , wherein the information about the network interaction includes one or more of the following: an IP address, a time stamp, a network route, or a referring IP address.
4. A system as in claim 1 , wherein the metadata is one or more of the following: a statistic, a distribution, an interclick time, a composite measure of clicks, a model, a model parameter, HTTP data, TCP data, machine fingerprint data, or user fingerprint data.
5. A system as in claim 1 , wherein determining whether the metadata is to be transferred includes determining whether a confidence level is below a threshold.
6. A system as in claim 5 , wherein the confidence level is based on one or more models.
7. A system as in claim 6 , wherein the one or more models use the information about the network interaction as input information.
8. A system as in claim 1 , wherein determining whether the metadata is to be transferred includes determining whether a certainty level is below a threshold.
9. A system as in claim 8 , wherein the certainty level is based on one or more models.
10. A system as in claim 9 , wherein the one or more models use the information about the network interaction as input information.
11. A system as in claim 1 , wherein determining whether the metadata is to be transferred includes determining whether the metadata indicates a red alert situation.
12. A system as in claim 11 , wherein the red alert situation is based on one or more models.
13. A system as in claim 12 , wherein the one or more models use the information about the network interaction as input information.
14. A system as in claim 1 , wherein determining whether the metadata is to be transferred includes determining a sampling of the metadata.
15. A system as in claim 1 , wherein the one or more aggregators includes one or more of the following: a centralized aggregator, a country aggregator, a regional aggregator, a local aggregator, an organizational aggregator, a peer, an edge appliance, a model server, an analytics server, a local tier peer, a layer tier server, or a segment aggregator.
16. A system as in claim 1 , wherein transferring the metadata includes encrypting the metadata before sending the metadata to the one or more aggregators.
17. A system as in claim 1 , wherein transferring the metadata includes decrypting the metadata after receiving the metadata at one of the one or more aggregator.
18. A method for transferring metadata, comprising:
processing information about a network interaction to generate metadata describing a network interaction, wherein the metadata comprises an IP address, a timestamp, and at least one of: an assessment of whether the IP address is a source of fraudulent network interactions, referrer information, metadata indicating confidence, interclick time, model parameters, interclick distributions, click statistics machine fingerprint data, HTTP data, TCP data, or user fingerprint data;
determining based on at least part of the metadata that the metadata is to be transferred to an aggregator;
determining one or more aggregators to which the metadata is to be transferred; and
transferring the metadata to the one or more aggregators.
19. A computer program product for transferring metadata, the computer program product being embodied in a non-transitory computer readable medium and comprising computer instructions for:
processing information about a network interaction to generate metadata describing the network interaction, wherein the metadata comprises an IP address, a timestamp, and at least one of: an assessment of whether the IP address is a source of fraudulent network interactions, referrer information, metadata indicating confidence, interclick time, model parameters, interclick distributions, click statistics machine fingerprint data, HTTP data, TCP data, or user fingerprint data;
determining based on at least part of the metadata that the metadata is to be transferred to an aggregator;
determining one or more aggregators to which the metadata is to be transferred; and
transferring the metadata to the one or more aggregators.