JP2024536241A - 生成ニューラルネットワークを用いた入力分類と応答のための技術 - Google Patents

生成ニューラルネットワークを用いた入力分類と応答のための技術 Download PDF

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JP2024536241A
JP2024536241A JP2024519666A JP2024519666A JP2024536241A JP 2024536241 A JP2024536241 A JP 2024536241A JP 2024519666 A JP2024519666 A JP 2024519666A JP 2024519666 A JP2024519666 A JP 2024519666A JP 2024536241 A JP2024536241 A JP 2024536241A
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プラモド，シッダールタ
ボールド，サミュエル
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オラクル・インターナショナル・コーポレイション
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    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
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    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
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    • G06N3/0475—Generative networks
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    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G06N3/084—Backpropagation, e.g. using gradient descent
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
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    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2133—Verifying human interaction, e.g., Captcha

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JP2024519666A 2021-10-01 2022-03-22 生成ニューラルネットワークを用いた入力分類と応答のための技術 Pending JP2024536241A (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US17/492,341 US20230109260A1 (en) 2021-10-01 2021-10-01 Techniques for cursor trail capture using generative neural networks
US17/492,341 2021-10-01
US17/690,953 2022-03-09
US17/690,953 US20230104757A1 (en) 2021-10-01 2022-03-09 Techniques for input classification and response using generative neural networks
PCT/US2022/021257 WO2023055426A1 (en) 2021-10-01 2022-03-22 Techniques for input classification and responses using generative neural networks

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JP2024536241A true JP2024536241A (ja) 2024-10-04
JP2024536241A5 JP2024536241A5 (https=) 2025-03-21

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US (1) US20230104757A1 (https=)
EP (1) EP4409466B1 (https=)
JP (1) JP2024536241A (https=)
WO (1) WO2023055426A1 (https=)

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WO2019222908A1 (en) * 2018-05-22 2019-11-28 Entit Software Llc Automatic selection of request handler using trained classification model
US11699071B2 (en) * 2019-11-20 2023-07-11 International Business Machines Corporation Evaluating surrogate machine learning models
US12138552B2 (en) * 2019-12-17 2024-11-12 modl.ai ApS Game analysis platform with AI-based detection of game bots and cheating software
US20230316124A1 (en) * 2022-03-31 2023-10-05 Adobe Inc. Identifying bot activity using topology-aware techniques
US20240001246A1 (en) * 2022-06-30 2024-01-04 At&T Intellectual Property I, L.P. Online gaming anti-cheat system
US12417566B2 (en) * 2022-10-28 2025-09-16 City University Of Hong Kong Convolution and transformer based compressive sensing
US12468677B2 (en) * 2022-11-23 2025-11-11 International Business Machines Corporation Identifying and correcting model focus drift during model training
US12531899B1 (en) * 2023-03-15 2026-01-20 Amazon Technologies, Inc. Techniques for bot detection
US20240320502A1 (en) * 2023-03-23 2024-09-26 ObviousFuture GmbH Artificial neural network based search engine circuitry
US20250077658A1 (en) * 2023-08-31 2025-03-06 Paypal, Inc. Mechanisms for detecting computer bot
CN116881996B (zh) * 2023-09-07 2023-12-01 华南理工大学 基于鼠标操作的建模意图预测方法
US20250086191A1 (en) * 2023-09-09 2025-03-13 Sparkdit Inc. Artificial intelligence system augmented with an expert system scaled with generative artificial intelligence
CN117274869B (zh) * 2023-09-25 2024-03-26 北方工业大学 一种基于形变场提取的细胞形变动态分类方法及系统

Citations (3)

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JP2019532388A (ja) * 2016-08-10 2019-11-07 ネットスコープ， インク．Ｎｅｔｓｋｏｐｅ， Ｉｎｃ． ファイル・システム上のマルウェアを検出し応答するシステム及び方法
WO2020050920A1 (en) * 2018-09-05 2020-03-12 Oracle International Corporation Context-aware feature embedding and anomaly detection of sequential log data using deep recurrent neural networks
JP2021522622A (ja) * 2018-04-18 2021-08-30 トラフィックガード プロプライアタリー リミテッド フィードバックを使用してリアルタイムで不正を軽減するためのシステム及び方法

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EP3614645B1 (en) * 2018-08-21 2022-11-23 Deutsche Telekom AG Embedded dga representations for botnet analysis
US10855548B2 (en) * 2019-02-15 2020-12-01 Oracle International Corporation Systems and methods for automatically detecting, summarizing, and responding to anomalies

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019532388A (ja) * 2016-08-10 2019-11-07 ネットスコープ， インク．Ｎｅｔｓｋｏｐｅ， Ｉｎｃ． ファイル・システム上のマルウェアを検出し応答するシステム及び方法
JP2021522622A (ja) * 2018-04-18 2021-08-30 トラフィックガード プロプライアタリー リミテッド フィードバックを使用してリアルタイムで不正を軽減するためのシステム及び方法
WO2020050920A1 (en) * 2018-09-05 2020-03-12 Oracle International Corporation Context-aware feature embedding and anomaly detection of sequential log data using deep recurrent neural networks

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EP4409466A1 (en) 2024-08-07
US20230104757A1 (en) 2023-04-06
WO2023055426A1 (en) 2023-04-06

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