Advertisements are sometimes intended for a particular group or demographic of potential consumers. Targeted advertisement in the context of subscription television (e.g., cable or satellite) is often inserted by a user's set-top box (STB) into advertising slots in a live Moving Picture Experts Group (MPEG) transport stream. Often a head end may control which set-top box plays a particular ad. Protocols often claim to be “privacy preserving” because the set-top box makes the selection decision, and the private information used to make that decision may be contained in the STB, rather than at the cable/broadcast head end. However, in such an arrangement private information may be inferred from the communication between the STB and the head end during the processes of (1) selecting households to play an ad and (2) counting the number of times the ad was presented by these STBs.
One protocol for targeted advertising, in which households are selected by the head end to play an ad, is as follows. An ad campaign is provided to the cable/broadcast head end from some external source (such as media buyer or advertiser). That ad campaign has an associated set of criteria that describes the desired viewers (e.g., households with net income greater than $100,000, or families with preschool children) and a total number of households to reach. Each STB contains information about its household (e.g., net income). When an opportunity to show an ad is approaching, the head end sends an “ad opportunity” message to all STBs, where the message contains an identifier for the advertisement (the contents of the ad may be pushed to the STB separately) and also contains the criteria for showing that ad.
The STBs use the household's private information to evaluate the criteria for a match. If there is a match, the STB sends a “criteria met” message to the head end, identifying that STB. The head end selects a subset of the households from those that responded (the subset corresponding to the number of households that need to be reached), and sends a “show ad” message to each selected STB, requesting that the ad be shown. The ads will be locally stored on the STB hard disk (HD) in advance, and shown locally from the HD. To minimize overhead, a distributor of the ad can push ad files onto the STB during low-traffic periods (e.g., in the middle of the night) when bandwidth is least utilized. After the ad is shown, an “ad shown” message is sent from the STB to the head end, allowing the individual showing of the advertisement to be counted. This is necessary in order to verify that the ad has been shown to the required number of households.
While the above protocol does not require the user's specific private information to leave the STB, the “criteria met” message does inform the head end (any other party who can access this message) that a specific STB meets specific criteria. While explicit private information (e.g., the exact household net income) is not sent from STB to the head end, by sending the “criteria met” message, the STB is providing private information about its specific household to the head end (e.g., by stating that the household meets the criteria, the STB is indicating to the head end that this household's net income is greater than $100,000, for example). Therefore the conventional protocol still reveals sensitive information.
In the drawings, the leftmost digit(s) of a reference number identifies the drawing in which the reference number first appears.
A preferred embodiment is now described with reference to the figures, where like reference numbers indicate identical or functionally similar elements. Also in the figures, the leftmost digit of each reference number corresponds to the figure in which the reference number is first used. While specific configurations and arrangements are discussed, it should be understood that this is done for illustrative purposes only. A person skilled in the relevant art will recognize that other configurations and arrangements can be used without departing from the spirit and scope of the description. It will be apparent to a person skilled in the relevant art that this can also be employed in a variety of other systems and applications other than what is described herein.
Disclosed herein are methods and systems to provide targeted advertising in a multimedia setting, such as, for example, subscription television (cable or satellite) or internet content delivery (e.g., hulu.com or youtube.com). The households that receive the targeted advertisement may retain anonymity and prevent the exposure of private information. This may be achieved by using an anonymization protocol and infrastructure with a mechanism for STB selection and reporting. This may anonymize the set of households that are selected to play an ad by ensuring that when an STB meets defined criteria and sends a ‘criteria-met’ message (during the selection process) or ‘ad shown’ message (during a validation or counting process) to a head end, an STB or household identifier is not revealed, thus anonymizing the household information from the head end or other parties. In addition, this may simultaneously allow the head end to control the ad campaign process by advertising only to those households that meet specified criteria, and to count the number of actual instances in which an ad was displayed. The head end may also be able to count the number of times an ad is displayed, without knowing which individual households viewed the ad.
An anonymization service may utilize the anonymization protocol to allow the head end to collect anonymous data from STBs during the selection process. A selection protocol may allow the head end to control which STBs may play a specific ad. The anonymization service may help determine the answer to two questions: (1) How many households meet the criteria for displaying the ad? and (2) How many STBs played a specific ad?
If the STB 120 determines that its household meets the stated criteria, then STB 120 may communicate this determination to the head end 110, via an anonymization service 130. The anonymization service 130 may allow the STB 120 to tell the head end 110 that the household of STB 120 meets the criteria, in a manner that preserves the anonymity of the household of STB 120. The process by which the anonymity is preserved will be described in greater detail below.
After the advertisement is shown by STB 120, the fact that the ad was shown may be communicated by the STB 120 to the head end 110, via the anonymization service 130. Because this communication would otherwise reveal that the household of STB 120 meets the stated criteria, the use of service 130 may conceal this fact, as will be described in greater detail below.
While a single STB 130 is shown in
The structure of the head end 110 and the STB 120 may vary in various embodiments, as would be understood by a person of ordinary skill in the art. The anonymization service 130 may be embodied in a network node that includes a server or other device having one or more programmable processors, or otherwise having the circuitry required for connectivity to the head end 110 and the STB 120. Such a network node may be viewed as an anonymization node. As will be described in greater detail below, anonymization service 130 may also include functionality that implements an anonymization protocol in hardware, software, firmware, or some combination thereof.
In an embodiment of the invention, communications between a head end and an STB may pass through a content distribution network. This is illustrated in the embodiment of
An anonymization protocol is illustrated in
The protocol as illustrated in
At 305, an STB may perform a public key encryption process to encrypt data. To perform this encryption, the STB may use the public component of a public key pair, where the corresponding private component is held by the head end. This public encryption key associated with the head end is referred to herein as KPuH, and the associated private component held at the head end is referred to as KPrH. The encryption of the data is therefore shown at 305 as
At 310, the STB may combine this encrypted result with an identifier for the STB (shown as “IDSTB”), a timestamp (“time”), and authentication information (“auth_info”) in an embodiment. The timestamp may be an indication of the time and date, or may be the value of a periodically incrementing counter. The authentication information may be a system-wide or local password, a password specific to the STB, or a hash of the data field signed using a private key known to the STB (where the public component of this key is known to the anonymization service). The timestamp and the authentication information may be used at the recipient (the anonymization service) to verify the legitimacy of the communication, as will be described below. The combination of E(KPuH, data), IDSTB, the timestamp, and the authentication information may be represented as a concatenation of the binary representations of these values in an embodiment.
At 315, the STB may encrypt this combination using the public component of another public key pair, KPuA. The private component of this key pair, KPrA, may be held at the anonymization service. At 315, the STB therefore performs
At 325, the anonymization service may decrypt each received message E(KPuA, E(KPuH, data), IDSTB, time, auth_info) using its private key KPrA. There should be one such message received from every STB that received the “ad opportunity” message from the head end. The anonymization service may therefore perform the operation
At 362, the anonymization service may compute a checksum over all messages E(KPuH, data) received from the respective STBs. The checksum may be a cyclic redundancy code (CRC) or other checksum value. In an alternative embodiment, the checksum may be the output of a cryptographic function. At 365, the anonymization service may encrypt a new timestamp and the checksum, using KPuH:
At 370, the anonymization service may send E(KPuH, time, checksum) and each E(KPuH, data) to the head end as a collective set of messages. By sending the full set of messages E(KPuH, data), one from each STB, the anonymity of each individual STB may be preserved. At 375, the head end may decrypt these values. The head end may therefore perform the decryption
As a result of this protocol, the head end may never see the identity of the source of the data (i.e., the STB and its household). The source may be identified at the anonymization service, but may not be revealed to the head end. Moreover, because the identity of the source may be encrypted between the STB and the anonymization service, an outside observer may likewise be unable to identify the source of the data. In addition, because the data remains encrypted until it is received at the head end, the anonymization service may not determine what information was sent from the STB to the head end.
The flow of information is illustrated in
Each STB may combine this encrypted result with an identifier for the STB (shown as “IDSTBi”), a timestamp, and authentication information in an embodiment. The timestamp and the authentication information may be used at the recipient (the anonymization service 430) to verify the legitimacy of the communication.
Each STB may encrypt this combination using the public component KPuA. The private component KPrA of this key pair may be held at the anonymization service 430. Each STBi may therefore perform
The anonymization service 430 may decrypt the received messages using its private key KPrA. This results in the values E(KPuH, data), IDSTBi, time, and auth_info. The anonymization service 430 may then check the timestamp to verify that it does not match the timestamp of any other previously received message. The anonymization service 430 may also check the authentication data to verify the legitimacy of each sending party (i.e., STBi).
The anonymization service 430 may receive the results E(KPuH, data) from many nodes, one from each STBi. After a timeout, the anonymization service may gather up all of these results, and assemble them in a random order. The anonymization service 430 may also encrypt a new timestamp and a checksum of the list of results, using KPuH:
In an embodiment, each STB may provide entertainment and advertising content to its respective household. These homes are shown in
In an embodiment, the head end 410 may be part of the infrastructure for a content distributor 460. Content distributor 460 may be a cable company, a satellite television company, or an internet content delivery provider, for example. The anonymization service 430 may be managed by a third party 480, independent of the content distributor 460.
The anonymization protocol discussed above may be used as illustrated in
At 520, all STBs may examine the criteria in the “ad opportunity” message, compare it to information about the STB's household stored on the STB, and determine whether the criteria is met. It then may reply to the head end via the anonymization service by sending a “criteria met” message. To do this, the anonymization protocol discussed above with respect to
At 530, the head end may process the anonymized “criteria met” responses and determine the number of STBs that have responded in the affirmative, i.e., indicating that their respective households meet the criteria. The head end may then broadcast, to all the STBs, a request to show the ad. In an embodiment, this message may be encrypted by the head end. In such an embodiment, the encryption may be performed using a private key held by the head end, where the corresponding public key, needed for decryption at each STB, is publicly available. Such an arrangement would prevent an unauthorized party from posing as a head end for purposes of this transmission.
At 540, each STB may make a determination as to whether the ad is to be shown. As will be described in greater detail below, this determination may include but is not limited to a determination as to whether the criteria is met. If the STB determines that the ad is to be shown, then the ad may be shown.
At 550, each STB may send the identifier of the ad and an indication of whether or not the ad was played to the head end in an “ad shown” message, again using the anonymization service and protocol described above. For each message sent by the STBs, the data field contains an indication as to whether the ad was shown, instead of an indication of whether the criteria is met. At 560, the head end may count the number of households to which the advertisement was shown.
The processing of a request to distribute an advertisement (510 of
In some circumstances, it may be desirable to play the ad in as many households as possible. In this case, N will have an unlimited value. At 620, a determination may be made as to whether N has an unlimited value. If N is not unlimited and has a finite value, then at 640, the criteria, N, and the ad identifier may be cached at the head end, and at 650 a message may be sent to all STBs, where the message includes the ad identifier and the criteria. This message may state that there is an opportunity to show the identified advertisement for households meeting the stated criteria.
If N has an unlimited value, then at 630 the head end may send a message to all STBs telling them to show the ad if they meet the criteria, specifying the criteria, and defining the value Pshow=1. The use of the value Pshow will be described in greater detail below. In this context, the setting of this value to 1 effectively tells each STB that it is eligible to show the ad if it meets the criteria.
The processing, by the head end, of STB responses (530 of
At 740, a determination may be made as to whether M<N. If not, then at 750 the head end may define Pshow=N/M, where N is the number of households are required or desired by the advertiser to see the ad. This value represents the proportion of eligible households (i.e., those that meet the criteria) that may be required to see the ad, in order for the goal of N to be reached. If the condition of 740 is true, then the number of households required to see the ad meets or exceeds the number of households satisfying the criteria. In this case, all eligible households may be shown the ad. This is made possible by setting Pshow=1, as will be described below.
At 770, a message may be sent to all STBs, telling them that if their respective households meet the criteria, then they are eligible to show the ad, pending further processing at the STB involving Pshow, as will be described below. In an embodiment, this message may include an identifier for the ad, the criteria, and Pshow. Further, in an embodiment, these values may be sent in encrypted form, encrypted using the private component of the key pair of the head end, KPrH.
The determination of whether to show the advertisement (540 of
Recall that if N is unlimited (meaning that as many households as meet the criteria are to be shown the ad), the head end defined Pshow=1. If Pshow was defined by the head end to equal 1, then for every household meeting the criteria (at 810), the STB generates a random P (at 830) wherein P<Pshow, and the ad may be shown in every such household at 850.
Where N is not unlimited, then Pshow=N/M as defined at the head end. By having each STB choose a random P (at 830) and determining if P<Pshow (at 840), the expected number of households showing the ad (at 850) will be equal to N.
Note that in certain embodiments, the value of Pshow as derived at a head end may be varied somewhat from the calculation shown at 750. For example, if the head end wishes to decrease the chances that the ad is displayed to fewer than N households, then it may increase the value of Pshow by a small amount. This may result in a larger set of STBs showing the ad. Analogously, if the head end wishes to decrease the chances that the ad is displayed to more than N households, then it may decrease the value of Pshow by a small amount.
The anonymization service may decrypt each such message using its private key, to recover the ID of the STBi, the time stamp, and the authentication information. The latter two values may be checked by the anonymization service as described above. This decryption may also recover the encrypted indication as to whether the criteria is met by STBi, E(KPuH, criteria_met_y/n). This encrypted indication may then be combined with the indication received from each STBi and forwarded by the anonymization service, as a set, to the head end at 930. In an embodiment, the ordering of the set of encrypted indications may be randomized before sending to the head end. The anonymization service may also send the ID of the advertisement, a timestamp, and a checksum that may be a function of the encrypted indications. These latter three values may be encrypted using KPuH.
The head end may then decrypt the received messages using its private key, to identify the ad and to count the number of STBs at which the criteria is met. The head end never knows the identities of the specific STBs which meet the criteria. The checksum may also check the received timestamp and checksum values. The head end may calculate a value Pshow as described above, based in part on the number of households indicating that the criteria are met. At 940, the head end may then send a message to each STB, instructing it to show the ad if the criteria is met and if the values P (generated at the STBs as described above) permit. As described above, this message may be encrypted by the head end using KPrH. In this case, each STB would decrypt this message using KPuH.
Some STBs will then show the ad while others may not. At each STB an encrypted indication may be generated, identifying the ad and stating whether the ad was shown. This indication may be encrypted using KPuH, and is shown as E(KPuH, ad ID, ad_shown_y/n). Here, the fields ad ID and ad_shown_y/n collectively represent the field of data illustrated in
The anonymization service may then decrypt the messages to recover the ID of the STBi, the time stamp, and the authentication information. The latter two values may be checked as described above. This decryption may also yield the encrypted indication as to whether the ad was shown, E(KPuH, ad_shown_y/n). This encrypted indication may then be combined with indications from each STBi and forwarded by the anonymization service collectively to the head end at 960. The anonymization service may also send the ID of the advertisement, a timestamp, and a checksum that may be a function of the encrypted indications. These latter three values may be encrypted using KPuH.
The head end may then decrypt the received messages using its private key, to identify the ad and to process the checksum and timestamp. The head end can then count the number of STBs that showed the advertisement.
One or more features disclosed herein may be implemented in hardware, software, firmware, or combinations thereof, including discrete and integrated circuit logic, application specific integrated circuit (ASIC) logic, programmable gate arrays, and/or microcontrollers, or may be implemented as part of a domain-specific integrated circuit package, or a combination of integrated circuit packages. The term software, as used herein, refers to a computer program product including a computer readable medium having computer program logic stored therein to cause a computer system to perform one or more features and/or combinations of features disclosed herein.
Software or firmware embodiments are illustrated in the context of computing systems shown in
Computer program logic 1040 may include initial request processing logic 1050. This logic may be responsible for processing an initial request for the playing of an advertisement, as received from an advertiser or content provider at the head end. As noted above, such an initial request may also include an identifier for the specific advertisement, criteria for households that may play the ad, and a value N representing the number of households that are to view the ad. Initial request processing logic 1050 may be responsible for instructing STBs to show the ad when N is unlimited, and otherwise informing STBs that there is an opportunity to show this ad.
Computer program logic 1040 may also comprise STB response processing logic 1060. This body of logic may be responsible for receiving messages from STBs indicating that criteria have been met, decrypting these messages, counting the number of affirmative responses, computing Pshow as necessary, and instructing STBs to show the advertisement. Note that in alternative embodiments, the decryption process may be controlled by logic 1060, where the actual decryption may be performed by one or more hardware components.
Computer program logic 1040 may also comprise statistics collection logic 1070. Logic 1070 may be responsible for receiving messages from STBs indicating whether the ad has been shown, and counting the total number of households that have been shown the ad.
In alternative embodiments, the computer program logic 1040 may be organized differently in order to implement the processing described herein. Different logic modules may be used instead of those shown in
Referring to
Computer program logic 1140 may include decryption logic 1150. This logic may be responsible for decrypting the encrypted messages coming from the STBs, as described above. Computer program logic 1140 may also include verification logic 1160, which may be responsible for verifying the data included in those messages, such as the authentication data, and checking the timestamp as discussed above. Computer program logic 1140 may also comprise encryption logic 1170. Logic 1170 may be responsible for encrypting messages to be sent to the head end, as described above.
In alternative embodiments, the computer program logic 1140 may be organized differently in order to implement the processing described herein. Different logic modules may be used instead of those shown in
Moreover, while the embodiment of
Referring to
Computer program logic 1240 may include household evaluation logic 1250. This logic may be responsible for comparing information about the household to the criteria for showing the advertisement, in order to determine if the criteria are met. Computer program logic 1240 may also include encryption logic 1260, which may be responsible for encrypting messages indicating whether the criteria are met and messages indicating whether an ad has been shown, for example, as described above. Computer program logic 1240 may also comprise decryption logic 1270. Logic 1270 may be responsible for decrypting messages, such as the message from the head end telling the STB to show the advertisement.
Computer program logic 1240 may also include randomization logic 1280, which may be responsible for determining a random value between 0 and 1, as described above. Alternatively, in embodiments the randomization process may use hardware for generating the random value, in which case logic 1280 may be responsible for controlling or sampling the randomization hardware. Computer program logic 1240 may also include display decision logic 1290, which may be responsible for determining whether to show an ad, given the random value P and the received value Pshow, as described above.
In alternative embodiments, the computer program logic 1240 may be organized differently in order to implement the processing described herein. Different logic modules may be used instead of those shown in
Moreover, while the embodiment of
Methods and systems are disclosed herein with the aid of functional building blocks illustrating the functions, features, and relationships thereof. At least some of the boundaries of these functional building blocks have been arbitrarily defined herein for the convenience of the description. Alternate boundaries may be defined so long as the specified functions and relationships thereof are appropriately performed.
While various embodiments are disclosed herein, it should be understood that they have been presented by way of example only, and not limitation. It will be apparent to persons skilled in the relevant art that various changes in form and detail may be made therein without departing from the spirit and scope of the methods and systems disclosed herein. Thus, the breadth and scope of the claims should not be limited by any of the exemplary embodiments disclosed herein.
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