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公开(公告)号：US20210359836A1
公开(公告)日：2021-11-18
申请号：US17278496
申请日：2020-07-07
Applicant: GOOGLE LLC
Inventor： Craig Wright , Benjamin Kreuter , James Robert Koehler , Arthur Asuncion , Evgeny Skvortsov , Laura BOOK , Sheng MA , Jiayu Peng , Xichen Huang
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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公开(公告)号：US20230410034A1
公开(公告)日：2023-12-21
申请号：US17845778
申请日：2022-06-21
Applicant: Google LLC
Inventor： Jiayu Peng , Chenwei Wang , Matthew Tran Clegg , Meng-Hao Li
CPC classification number: G06Q10/087 , G06N7/005
Abstract: In one aspect, there is provided a method that includes: obtaining multiple input frequency histograms that each correspond to a respective transmission commitment, where a transmission commitment corresponds to a subset of publishers from a set of publishers; generating a frequency model based on the input frequency histograms, where the frequency model is a parametric model parameterized by a set of model parameters that include a correlation matrix with a respective correlation value for each pair of publishers from the set of publishers; receiving a request to predict a frequency histogram for a target transmission commitment corresponding to a target subset of publishers; generating a predicted frequency histogram for the target transmission commitment using the frequency model; and generating one or more predictions characterizing the target transmission commitment using the predicted frequency histogram.
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公开(公告)号：US20240372704A1
公开(公告)日：2024-11-07
申请号：US18769226
申请日：2024-07-10
Applicant: Google LLC
Inventor： Craig Wright , Benjamin R. Kreuter , James Robert Koehler , Arthur Asuncion , Evgeny Skvortsov , Laura Grace BOOK , Sheng MA , Jiayu Peng , Xichen Huang
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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公开(公告)号：US20220376887A1
公开(公告)日：2022-11-24
申请号：US17278626
申请日：2020-07-07
Applicant: GOOGLE LLC
Inventor： Craig Wright , Benjamin Kreuter , James Robert Koehler , Arthur Asuncion , Evgeny Skvortsov , Laura Grace Book , Sheng MA , Jiayu Peng , Xichen Huang
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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公开(公告)号：US20250005179A1
公开(公告)日：2025-01-02
申请号：US18502816
申请日：2023-11-06
Applicant: Google LLC
Inventor： Jiayu Peng , Michael James Wurm , Chenwei Wang , Pasin Manurangsi , Adam Benjamin Gelernter Sealfon , Jakub Tetek , Matthew Tran Clegg
IPC: G06F21/62
Abstract: Systems and methods for generating and maintaining differential privacy while providing accurate values can include obtaining a plurality of noise-added values, processing the plurality of noise-added values to determine a predicted value. The plurality of noise-added value may be utilized to determine one or more accuracy values that can be compared to a threshold to determine if more data is to be obtained and processed before providing a predicted value.
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Patent Agency Ranking
公开(公告)号：US20240204988A1
公开(公告)日：2024-06-20
申请号：US18405738
申请日：2024-01-05
Applicant: Google LLC
Inventor： Craig Wright , Benjamin R. Kreuter , James Robert Koehler , Evgeny Skvortsov , Arthur Asuncion , Laura Grace Book , Sheng Ma , Jiayu Peng , Xichen Huang
CPC classification number: H04L9/0825 , G06F16/2237 , G06F16/2379 , G06F21/6254 , G06N7/01 , H04L9/008 , H04L9/0643 , H04L9/085 , H04L9/0869 , H04L2209/08 , H04L2209/46
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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7.发明公开公开(公告)号：US20240005040A1
公开(公告)日：2024-01-04
申请号：US17856084
申请日：2022-07-01
Applicant: Google LLC
Inventor： Jiayu Peng , Meng-Hao Li , Chenwei Wang , Sanjay Lal Vasandani , Raimundo Mirisola
IPC: G06F21/62 , G06F16/2455
CPC classification number: G06F21/6263 , G06F16/24558 , G06F21/6227
Abstract: In one aspect, there is provided a method performed by one or more computers for privacy-sensitive assessment of digital component transmission reach based on cardinalities of subset unions of a collection of user sets, the method including: receiving a request to determine a number of users that are included in a target group of users that received at least one transmission of a digital component, where the request includes a set expression defined in terms of the collection of user sets, generating an alternative representation of the set expression in terms of primitive sets, applying a cardinality model to each primitive to generate a cardinality of each primitive set as a linear combination of cardinalities of subset unions of the collection of user sets, and determining the number of users included in the target group of users based on the cardinalities of the primitive sets.
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公开(公告)号：US20230421365A1
公开(公告)日：2023-12-28
申请号：US18334035
申请日：2023-06-13
Applicant: Google LLC
Inventor： Craig Wright , Laura Grace Book , Sheng Ma , Jiayu Peng , Xichen Huang , Benjamin R. Kreuter , Evgeny Skvortsov , Arthur Asuncion , James Robert Koehler
CPC classification number: H04L9/0825 , H04L9/008 , H04L9/0643 , H04L9/085 , H04L2209/46 , G06F16/2237 , G06N7/01 , G06F21/6254 , H04L2209/08 , H04L9/0869
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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公开(公告)号：US20230409773A1
公开(公告)日：2023-12-21
申请号：US17845827
申请日：2022-06-21
Applicant: Google LLC
Inventor： Jiayu Peng , Matthew Tran Clegg
IPC: G06F30/20
CPC classification number: G06F30/20 , G06F2111/08
Abstract: In one aspect, there is provided a method performed by one or more computers that includes: obtaining an observed frequency histogram corresponding to an observed transmission commitment, where a transmission commitment specifies a number of transmissions of a digital component; generating a frequency model based on the observed frequency histogram, where the frequency model is a parametric model parameterized by a set of model parameters; receiving a request to predict a frequency histogram corresponding to a target transmission commitment; processing data defining the target transmission commitment using the frequency model to generate a predicted frequency histogram corresponding to the target transmission commitment; and generating one or more predictions characterizing the target transmission commitment using the predicted frequency histogram.
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公开(公告)号：US11784800B2
公开(公告)日：2023-10-10
申请号：US17278626
申请日：2020-07-07
Applicant: GOOGLE LLC
Inventor： Craig Wright , Benjamin Kreuter , James Robert Koehler , Arthur Asuncion , Evgeny Skvortsov , Laura Grace Book , Sheng Ma , Jiayu Peng , Xichen Huang
CPC classification number: H04L9/0825 , G06F16/2237 , G06F21/6254 , G06N7/01 , H04L9/008 , H04L9/0643 , H04L9/085 , H04L9/0869 , H04L2209/08 , H04L2209/46
Abstract: Systems and methods for generating min-increment counting bloom filters to determine count and frequency of device identifiers and attributes in a networking environment are disclosed. The system can maintain a set of data records including device identifiers and attributes associated with device in a network. The system can generate a vector comprising coordinates corresponding to counter registers. The system can identify hash functions to update a counting bloom filter. The system can hash the data records to extract index values pointing to a set of counter registers. The system can increment the positions in the min-increment counting bloom filter corresponding to the minimum values of the counter registers. The system can obtain an aggregated public key comprising a public key. The system can encrypt the counter registers using the aggregated shared key to generate an encrypted vector. The system can transmit the encrypted vector to a networked worker computing device.
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