A method that enables the creation of subscriber content and the identification of subscriber information.

Abstract

The invention relates to methods for creating subscriber-specific subscriber broadcast content (60) by marking a video content (10) taken from a broadcast source with subscriber information held in a subscriber database (50) and for identifying subscriber information from the said subscriber broadcast content (60). Figure 1

Description

1 TARIFF CREATION OF SUBSCRIBER BROADCAST CONTENT AND SUBSCRIBER INFORMATION A METHOD THAT ENABLES DETECTION TECHNICAL FIELD The invention involves extracting video content from a broadcast source and retrieving it from a subscriber database. subscriber-specific subscriber content is created by marking it with the stored subscriber information. the creation and the subscriber information from the aforementioned subscriber broadcast content 10 It relates to a method and system that enables its detection. PREVIOUS TECHNIQUE The transmission of digital video content over the internet is currently 15% user-specific. numerous aspects such as content delivery, security, personalization, and combating piracy It directly affects the field. This type of content is widely disseminated through online platforms. content is delivered simultaneously to a large number of end users during this process. Ensuring security and effectively monitoring usage is of great importance. This includes, in particular, unauthorized access, redistribution, or piracy of content. distribution through this channel is problematic for both content providers and legitimate users. This can lead to serious security and copyright issues. Which user the video content was sent to and the potential for the content to be leaked. In these cases, it is possible to retrospectively determine the source. 25 This ensures both the integrity of the content and provides a deterrent effect. It plays a critical role in this regard. Current content distribution methods do not meet this need. It is unable to provide an adequate response, and lacks user-level traceability and resources. It remains limited in terms of tracking. Therefore, it is content-based and user-specific. The need for next-generation solutions that provide traceability is increasing day by day. 30 In current systems, watermarks are added to video content, indicating which user the video is intended for. information such as which device it was sent from or on which device it was played can be identified This is the aim. However, in such applications, watermarks are usually fixed, front-facing. 2 Being in defined structures limits the flexibility and security levels of the systems. In some systems, user-based personalization is done on a limited scale, and video... It is possible to create dynamic, user-specific structures on the flow. This is not possible. In this context, a method that will neither degrade video quality nor detect Highly adaptable and dynamically customized to the user. 5 There is a need for watermarked video systems that can be created. In conclusion, all the problems mentioned above require an innovation in the relevant technical field. This has made it necessary to do it. A BRIEF DESCRIPTION OF THE INVENTION The present invention eliminates the aforementioned disadvantages and the related technical It is about a method and system aimed at bringing new advantages to the field. One purpose of the invention is to create subscriber-specific, tagged video content for each a system that makes it possible to track and identify the content a subscriber watches The goal is to establish a method and system. Another purpose of the invention is to create 20 based on video content that is shared without permission. a method that allows determining which subscriber owns the content source and to establish a system. All the purposes mentioned above and those that will emerge from the detailed explanation below. The present invention, for the purpose of realizing this, is a video taken from a broadcast source 25 The content is marked with subscriber information stored in a subscriber database and sent to the subscriber. It is a method for enabling the creation of exclusive subscriber-based broadcast content. This includes... According to the report, the video content in question is divided into a certain number of video segments. When it takes a video snippet as input, it must contain at least one of the aforementioned video snippets. Creating at least one watermarked video segment by ensuring it is marked with a watermark 30 Accessing a first artificial intelligence model trained for this purpose, the aforementioned first artificial By sequentially applying the aforementioned video clips to the intelligence model, each The video segment is sorted by watermark, resulting in each segment being marked with at least one watermark. The subscriber receives an output of a watermarked video sequence containing video snippets. 3 Retrieving a subscriber directory from the database containing subscriber information, by cross-referencing the aforementioned watermarked video sequence with the aforementioned subscriber sequence Creating subscriber feed content that includes subscriber-specific video snippets. It includes the steps. Thus, each subscriber is uniquely marked and unauthorized. 5. Creating video content whose source can be identified when shared. is provided. A characteristic feature of a possible construction of the invention is that the aforementioned subscriber broadcast content is a This involves saving the data to the memory unit. Thus, the created data is specific to the subscriber. The video content will then be used for verification, monitoring, or comparison purposes. They can be stored for later use. The invention also involves the marking of video content taken from a broadcast source. information about a subscriber from a subscriber-specific subscription broadcast content created for that subscriber. It relates to the method that enables its detection. Accordingly, its characteristic is; a subscriber broadcast 15 when the content is received, the subscriber receives the aforementioned subscriber broadcast content as input. The output consists of a watermarked video sequence and a subscriber sequence that make up the broadcast content. Accessing a second AI model trained to deliver the aforementioned second The subscriber content is applied as input to the artificial intelligence model. The watermarked video sequence and subscriber sequence that make up the broadcast content will be output as 20 the retrieval of the aforementioned subscriber sequence information from a subscriber sequence database Obtaining subscriber information by comparing it with the data. It includes the steps involved. Thus, it is possible to determine which video content has been shared without permission. It can be determined that it belongs to the subscriber. Another possible configuration of the invention involves the subscriber being identified based on their subscriber information. This includes the step of terminating the subscription. Thus, it shows that he was pirating. Content security is ensured by blocking access for the identified subscriber, and unauthorized access is prevented. Sharing can be prevented. A key feature of a possible configuration of the invention is the aforementioned second artificial intelligence. the watermarked output obtained in the first artificial intelligence model mentioned in the model It was trained with a video series. Thus, the second artificial intelligence model, subscriber broadcast 4 correctly identify the watermark structures within and reliably retrieve the subscriber string. It can be recovered. Another possible configuration of the invention is characterized by any of the above claims. The steps of the method described in one of them are processed by a processor unit in 5 It is the realization of. BRIEF DESCRIPTION OF THE FIGURE Figure 1 shows a representative view of how watermarked video sequences are created. 10 Figure 2 provides a representative view of the subscriber content creation process. Figure 3 shows the watermarked video sequence and subscriber sequence that make up the subscriber broadcast content. A representative view of how the output will be obtained is given. 15 Figure 4 provides a representative view of the invention's operational scenario. DETAILED DESCRIPTION OF THE INVENTION This detailed explanation of the invention only serves to better understand the subject. This is explained with examples that will not create any limiting effect. Referring to Figure 1, the invention is a video content (10) taken from a broadcast source. 25 by marking the subscriber information kept from the subscriber database (50) and giving the subscriber a special 25 a method and system to enable the creation of subscriber broadcast content (60) is concerned. The subscriber in question is one who will watch the content of the subscriber broadcast (60). This involves individuals. The aforementioned method and system, particularly regarding unauthorized sharing and piracy, It is used to detect and prevent situations such as broadcasting. For each subscriber. Because individually tagged content is created, any subscriber's published content is subject to a 30% discount. (60) When the content is shared without authorization, the system determines which subscriber it belongs to. This allows for detection. Thus, the security of digital content is increased, and The intellectual property rights of content providers are protected. In a possible configuration of the invention, the mentioned publication source and the mentioned video a server, media platform, content provider that produces or transmits its content (10) It can be. For example, the broadcast source could be a digital broadcasting platform, a live stream. It can be a server. In a possible configuration of the invention, the video content (10) could be a film, a series, a Documentaries can be audiovisual media data, such as a live broadcast. The system enables the creation of subscriber-specific subscriber broadcast content (60) for the subscriber. It includes a processing unit (90). In a possible configuration of the invention, 10 The mentioned processing unit (90) can be a CPU, a GPU, a microprocessor, etc. The processor unit (90) can process videos equal to one part of the mentioned video content (10). It enables the video to be divided into its segment (11). The mentioned video segment (11) is the video The smaller video obtained by dividing the content into (10) parts is 15 These are the parts. As a result of this process, the video content is divided into (10) for example five parts. When separated; a first video fragment, a second video fragment, a third video the particle, a fourth video particle and a fifth video particle Sequential and equal-length video segments are obtained. Thus, the processing unit (90), by dividing the video content into smaller parts according to the number of parts mentioned (10), 20 This makes it possible to process each video segment (11) individually. Therefore The number of segments determines how many small segments (10) the video content will be divided into. It is a value. In a possible configuration of the invention, the number of parts is predetermined by the system as 25. can be determined or an authorized user of a broadcast source can access it via an interface. Access is possible. The number of parts in a possible configuration of the invention, video. according to the duration (10) of the content, the number of subscribers or the security level This can be determined. For example, a short video aimed at a small number of subscribers. The content can be marked by dividing it into (10) 3 parts; it will be presented to a large number of subscribers, 30 Long and delicate materials can be broken down into more pieces. The number of pieces... This increase leads to an increase in watermark combinations, making them unique to each subscriber. It allows for the creation of more diverse and distinctive content. In a possible configuration of the invention, the interface in question would be a computer, tablet, 6 a mobile application accessed via mobile devices such as mobile phones, a web application It can be a website, etc. When the processor unit (90) receives a video segment (11) as input, the aforementioned video by ensuring that the particle (11) is marked with at least one watermark, 5 with at least one watermark a first AI model (20) trained to generate video snippet (30) It enables access. The first artificial intelligence model mentioned (20) enables access to each video The first artificial particle (11) is being trained to watermark the particle. The intelligence model (20) placed at least one watermark on the video snippet (11) it received. This makes the content unique to the subscriber. The watermark will be invisible in the content. They are positioned in a way that allows for different labeling to be provided for each subscriber. It is known. The aforementioned watermark is placed on video snippets and each It is a digital sign that can vary depending on the subscriber. Visually different. This mark, placed without permission, later reveals who has made unauthorized changes to the content. This allows us to identify what has been done. Watermarks prevent unauthorized sharing for 15 days. To determine the source of the problem, the process is applied differently for each subscriber. The processor unit (90) is the video mentioned in the first artificial intelligence model (20). By applying the particles sequentially, each video particle (11) has at least one As a result of marking with a watermark, the watermarked video fragments (30) are sorted. It ensures that at least one watermarked video sequence (40) is printed out. This process involves numerous watermarked video sequences containing different watermark combinations. (40) enables the creation of this sequence. Creating this sequence allows each video segment to be created. (11) installation of digital signs providing subscriber-specific traceability It provides. The watermarks are invisible but identifiable. 25 Therefore, each particle can be traced back in the event of a potential unauthorized sharing. It is characterized by the ordered structure of the particles, which both preserves the original integrity of the content. It also makes it possible to understand which parts belong to which subscriber and are being used. Thanks to the above, 30 different watermarks can be added to each video segment (11). Multiple versions are created through its implementation. For example, five parts. a split video where each part has three different watermarked versions Assuming this, a total of 15 watermarked video clips (30) are obtained. In this case, for example, a first watermark can be applied to 5 video segments (11) 7 first watermarked video snippets (31); 5 video snippets of a second watermark (11) with the application of a second watermarked video fragment (32); 5 videos of a third watermark By applying it to the particle (11), the third watermarked video particles (33) are obtained. is being done. The processor unit (90) contains information about the subscriber from the subscriber database (50). It enables the acquisition of the subscriber sequence (51). The processor unit (90) enables the acquisition of the subscriber sequence. a subscriber array (51) containing information about (50) subscribers from the database It ensures that it is received. In a possible configuration of the invention, it relates to the subscriber. subscriber information, subscriber number, username and surname (ID), 10 within the system Content creation, such as identification code or a sequence generated specifically for a particular user. and may include technical data used in the detection process. The information contained in the aforementioned subscriber series (51) is a unique identifier for each subscriber. It can include a code or numerical expression. For example, a subscriber's sequence might be "10101" 15 This can be done in this way, and this sequence determines which watermarked version is used for each video track. It can be used to determine which subscriber will be selected. Thus, the system selects the subscriber. By selecting the watermarked pieces corresponding to each character in the series (51), the person It is possible to switch to the process of creating a special video content (10). The subscriber sequence (51) works like a kind of selection code and for each video segment which It specifies that the watermarked version will be used. For example, in the system, “first "send the watermarked video snippet (31)" 0, "send the second watermarked video snippet (32) If "send" is coded as 1, a subscriber sequence of the form "10101" (51); first, The second watermarked version for the third and fifth video segments (11), second and 25 For the fourth video segment (11), it means choosing the first watermarked version. This structure allows each subscriber to see which watermarked parts are available to them. It is determined who will be selected. In a possible configuration of the invention, when the number of watermarks is three, the subscriber sequence (51), It can be represented by the numbers 0, 1, and 2. This situation is related to these numbers in the first watermarked 30. between video fragment (31), second video fragment and third video fragment It allows the selection of a video segment. 8 Processor unit (90), the aforementioned watermarked video series (40) and the aforementioned subscriber a subscriber with subscriber-specific video snippets by cross-linking the series (51) It enables the creation of broadcast content (60). For example, subscriber series (51), If it's in the format "20112", then it's the first video segment, the first video with the third watermark. from the fragment; second video fragment, from the first watermarked second video fragment; 5 the third video fragment from the second watermarked third video fragment and the fourth video segment, second watermarked fourth video segment; fifth video segment The third watermarked fifth video segment is selected and combined with it. The processor unit (90) stores the aforementioned subscriber broadcast content (60) in a memory unit. It ensures that it is recorded (80). In a possible structure of the invention The memory unit mentioned (80) stores data permanently and temporarily when needed. It can include a combination of memory types that also store data. This recording process, the subscriber broadcast content (60) created can be accessed again later, 15 for verification or comparison purposes in cases of unauthorized sharing. It enables its use. A subscriber-specific subscription will be created by marking the subscriber information described above. the mentioned method and system to ensure the creation of its content (60) Thanks to this, each subscriber has access to unique, tagged video content. Content can be produced and systematically archived. This structure, especially in the case of unauthorized sharing of video content (10), to which subscriber it belongs It can be used to detect when content has been leaked. Each subscriber Because the broadcast content (60) contains watermark combinations specific to the relevant subscriber, A direct relationship between content and subscribers was found later through analysis. 25 It can be established. Thus, the system aims to identify the source of the pirated broadcast. It offers a robust monitoring and verification infrastructure. The invention also involves marking a video content (10) taken from a broadcast source. 30 subscriber-specific content from a subscriber broadcast (60) relating to a subscriber It relates to the method and system that enables the identification of information. The method in question... and the system displays a video content (10) that was previously marked as subscriber-specific. This allows us to determine which subscriber the item belongs to by analyzing it. Thus, content that is found to have been leaked or shared without authorization. 9 Through this, it becomes possible to identify the responsible subscriber. If a pirate broadcast is detected, the video content in question (10) The data is entered into the system and the analysis process is initiated. This allows for the identification of unauthorized individuals. It becomes possible to directly access the source of the shared content. In a possible configuration of the invention, the detection of the aforementioned pirated content is 5 usually when shared without permission outside of the original source medium or It can be detected when accessed from an external source. This situation affects the content. noticeable through provider's monitoring systems or user reports It is possible to identify information about the subscriber from the subscriber broadcast content (60). This is done by the processor unit (90). 10 The processing unit (90) enables the reception of a subscriber broadcast content (60). In a possible configuration of the invention, subscriber broadcast content (60), unauthorized sharing detected from online platforms, third-party sources, user 15 links reported in complaints or leaked videos outside the system It can be obtained from the files. The aforementioned subscriber broadcast content (60) is a specific consisting of watermarked video snippets (30) created exclusively for the subscriber This content is video content (10). This content is based on the subscriber's subscriber sequence defined in the system (51). It is formed by combining selected parts. In other words... Although it looks like a standard video from the outside, its content is not limited to those 20 It contains subscriber-specific watermark traces. Therefore, a leaked subscriber stream... When the content (60) is analyzed, the system identifies the relevant subscriber through these original markings. It is able to detect. When the processor unit (90) receives the aforementioned subscriber broadcast content (60) as input, it is 25 a watermark video sequence and a subscriber sequence (51) which make up the subscriber broadcast content (60) access to a second artificial intelligence model (70) trained to give output The second artificial intelligence model (70) provides the subscriber given as input to it. by analyzing the broadcast content (60) and the watermarked video snippets that make up this content (30) to identify and return the subscriber sequence corresponding to each part (51) 30 It produces. The second artificial intelligence model mentioned in a possible configuration of the invention (70), Watermarked video sequence (40) obtained as output in the first artificial intelligence model (20) It is trained with the first artificial intelligence model (70). In this way, the second artificial intelligence model (70) is trained with the first artificial intelligence. watermarked video sequences (40) created by the model (20) and corresponding to them By learning subscriber sequences, it will be able to recognize watermark patterns within the content. It is trained in this way. Thus, the second artificial intelligence model (70) then Which parts of any subscriber broadcast content submitted for analysis (60) are which 5 They are able to correctly learn what corresponds to the elections. The processor unit (90) subscribes to the second artificial intelligence model (70) mentioned. By implementing the content (60) as an introduction, the subscriber broadcast content (60) The watermarked video series (40) and the subscriber series (51) should be printed out. This process provides. As a result of this process, the analyzed subscriber broadcast content (60) which watermark each video segment (11) is marked is determined and the corresponding subscriber sequence (51) is obtained. Thus In what order and which parts make up the subscriber broadcast content (60) By analyzing which selections were made according to the marking, it can be determined which subscriber's selections are included in the content. It reveals that it is located there. Accordingly, the subscriber series (51), the subscriber analyzed Which watermark (11) each video clip (60) included in the broadcast content It numerically indicates that it has been marked. Each match represents that watermark. Since the video is represented by a number defined in the system (e.g., 0, 1, 2), a numerical subscriber 20 according to the order of the watermarked particles used in (10) content The sequence (51) is obtained. For example, subscriber sequence (51) obtained from an analyzed subscriber broadcast content (60) It can be in the form of "10201". This allows us to identify which subscriber's content was accessed without permission. It can be determined that it was shared in this way. The processor unit (90) processes the aforementioned subscriber array (51) in a subscriber database (50) As a result of comparing the subscriber series (51) information with the subscriber information, the subscriber It enables the acquisition of information. In a possible configuration of the invention. subscriber information, subscriber number, username and surname (ID), system Content such as identification code or a sequence generated specifically for a particular user, 30 It may include technical data used in the creation and identification process. Accordingly The subscriber sequence obtained as a result of the analysis (51) includes all those previously registered in the system. When a match is detected by comparing it with subscriber sequences, which sequence is this? It is determined that it belongs to the subscriber. Thus, unauthorized sharing or external access is prohibited. 11 which subscriber is a video content taken from the sources (10) exclusive to? It can be determined that it was created. The processing unit terminates the subscriber's subscription based on the subscriber's information. This ensures that subscriber content is protected against unauthorized piracy through piracy. If it is determined that the content has been shared, the system will identify this subscriber and take the necessary action. sanctions can be implemented. In this context, the access of the identified subscriber can be restricted. Their rights can be suspended or their subscription can be cancelled entirely. Thus... The system aims to both ensure content security and deter unauthorized sharing. It offers an effective control mechanism for this purpose. 10 A sample working scenario of the invention is attached; A broadcast source in a possible configuration of the invention, coming soon to cinemas. A special preview version of an upcoming film will be offered to select users for 15 It can be uploaded to the system for presentation. This 20-minute promotional video is part of the system. It can be divided into 5 equal parts. Accordingly, each part has three different watermarks. By marking them, a total of 15 watermarked video clips (30) are created. Before broadcasting, each subscriber was given a subscriber series (51) (e.g., “20110”) by selecting appropriately watermarked parts, a personalized subscriber 20 Broadcast content (60) is created and this content is delivered to the viewer. The broadcasting source released a copy of the exclusive screening content as a video. It can detect that the content has been uploaded to a file-sharing site. In this case, it is pirated content. second artificial intelligence 25 by the processor unit (90) examined by the system It is applied to the model (70). The second artificial intelligence model (70) applies the video content (10) By analyzing, it identifies watermarked segments and the corresponding subscriber segments. It is able to recover the sequence (51) (“20110”). The resulting subscriber sequence (51) is 30 times the subscriber sequences previously defined in the system. The content is compared, and it can be determined that the content in question belongs to Subscriber Y. The broadcast source terminated the subscription of this subscriber who was engaging in piracy. They can terminate access and revoke system access permissions. 12 The scope of protection of the invention is set out in the attached claims and is strictly adhered to. The detailed explanation cannot be limited to the examples given. Because in technology... A specialist, without deviating from the main theme of the invention, will do what is described above. It is clear that similar structures can emerge in light of this. 13 REFERENCE NUMBERS GIVEN IN THE FIGURE Video content 11 Video snippets First AI model 5 Watermarked video snippet 31 First watermarked video snippet 32 Second watermarked video snippet 33 Third watermarked video snippet 40 Watermarked video series 10 50 Subscriber database 51 Subscribers series 60 Subscriber broadcast content 70 Second artificial intelligence model 80 Memory units 15 90 Processor units

Claims

14 REQUESTS 1. A subscriber to a video content (10) taken from a broadcast source. By marking the subscriber information kept in the database (50), a subscriber-specific a method for enabling the creation of subscriber broadcast content (60) 5 feature; - video clips equal to (10) the number of clips of the mentioned video content (11) separation, - the video mentioned when it takes a video clip (11) as input by ensuring that at least one particle (11) is marked with a watermark, at least one 10 a first artificial trained to generate a watermarked video snippet (30) Access to the intelligence model (20), - the video mentioned in the first artificial intelligence model (20) By applying the particles sequentially, each video particle (11) is the most 15 Watermarked Videos Arranged as a Result of Marking with a Minimal Watermark At least one watermarked video sequence (40) containing particles (30) has been released. to be taken as, - a subscriber database containing information about (50) subscribers (51) taking of the series, - 20 of the mentioned watermarked video series (40) and the mentioned subscriber series (51) a subscriber that includes subscriber-specific video snippets through cross-linking creation of publication content (60) It includes the steps.

2. It is a method according to Claim 1, and its characteristic is that the aforementioned subscriber broadcast content is 25 (60) includes the step of saving to a memory unit (80).

3. By marking a video content (10) taken from a broadcast source from a subscriber-only subscriber broadcast content (60) to a subscriber It is a method that enables the identification of related information; its characteristic is; 30 - receiving a subscriber's broadcast content (60), - when the aforementioned subscriber broadcast content (60) is received as input, subscriber broadcast a watermarked video series (40) and a subscriber series which make up its content (60) (51) a second artificial intelligence model trained to give output (70) access, - subscribe to the second artificial intelligence model mentioned (70) and the content of the broadcast (60) watermarked content (60) which is implemented as an input to subscriber broadcast content The output of the video series (40) and the subscriber series (51), 5 - the subscriber sequence mentioned (51) is a subscriber database (50) subscriber Comparing the information of the series (51) with the subscriber information, the subscriber information of the subscriber obtaining information, It includes the steps.

4. This is a method according to claim 3, and its characteristic is that it identifies the subscriber based on the subscriber's information. This includes the step of canceling the subscription.

5. It is a method according to claim 3, and its characteristic is; the second artificial intelligence mentioned. The first artificial intelligence model mentioned in the model (70) (20) was obtained as output 15 It is that it was trained with the watermarked video series (40).

6. One of the method steps described in any of the above requests This is performed by the processor unit (90).

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