JP2024518416A5 - - Google Patents
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- Publication number
- JP2024518416A5 JP2024518416A5 JP2023568351A JP2023568351A JP2024518416A5 JP 2024518416 A5 JP2024518416 A5 JP 2024518416A5 JP 2023568351 A JP2023568351 A JP 2023568351A JP 2023568351 A JP2023568351 A JP 2023568351A JP 2024518416 A5 JP2024518416 A5 JP 2024518416A5
- Authority
- JP
- Japan
- Prior art keywords
- samples
- pair
- machine learning
- learning model
- sample
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2025197460A JP2026035651A (ja) | 2021-05-07 | 2025-11-18 | 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ） |
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202163185531P | 2021-05-07 | 2021-05-07 | |
| US63/185,531 | 2021-05-07 | ||
| PCT/US2022/022291 WO2022235353A1 (en) | 2021-05-07 | 2022-03-29 | Variant inconsistency attack (via) as a simple and effective adversarial attack method |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2025197460A Division JP2026035651A (ja) | 2021-05-07 | 2025-11-18 | 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ） |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2024518416A JP2024518416A (ja) | 2024-05-01 |
| JP2024518416A5 true JP2024518416A5 (enExample) | 2024-12-24 |
| JP7778160B2 JP7778160B2 (ja) | 2025-12-01 |
Family
ID=81346304
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2023568351A Active JP7778160B2 (ja) | 2021-05-07 | 2022-03-29 | 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ） |
| JP2025197460A Pending JP2026035651A (ja) | 2021-05-07 | 2025-11-18 | 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ） |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2025197460A Pending JP2026035651A (ja) | 2021-05-07 | 2025-11-18 | 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ） |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US12086274B2 (enExample) |
| EP (1) | EP4334832A1 (enExample) |
| JP (2) | JP7778160B2 (enExample) |
| CN (1) | CN117296058A (enExample) |
| WO (1) | WO2022235353A1 (enExample) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11316806B1 (en) * | 2020-01-28 | 2022-04-26 | Snap Inc. | Bulk message deletion |
| US11776241B1 (en) * | 2022-09-30 | 2023-10-03 | Fudan University | Method and system for generating adversarial attacks on video recognition models |
| US12585682B2 (en) * | 2022-10-10 | 2026-03-24 | Tata Consultancy Services Limited | Method and system for generating longform technical question and answer dataset |
| US20240232713A1 (en) | 2023-01-11 | 2024-07-11 | Dimaag-Ai, Inc. | Detection and visualization of novel data instances for self-healing ai/ml model-based solution deployment |
| US11783233B1 (en) | 2023-01-11 | 2023-10-10 | Dimaag-Ai, Inc. | Detection and visualization of novel data instances for self-healing AI/ML model-based solution deployment |
| US12541785B2 (en) | 2023-03-03 | 2026-02-03 | State Farm Mutual Automobile Insurance Company | Chatbot to assist in vehicle shopping |
| US20240330504A1 (en) * | 2023-04-03 | 2024-10-03 | State Farm Mutual Automobile Insurance Company | Generative Artificial Intelligence for Privacy Inspection and Enforcement of Unstructured Data |
| US12524545B2 (en) * | 2023-04-27 | 2026-01-13 | Seagate Technology Llc | Detection of ransomware attack at object store |
| US12158904B2 (en) * | 2023-05-04 | 2024-12-03 | Vijay Madisetti | Method and system for protecting and removing private information used in large language models |
| US12306859B2 (en) | 2023-05-04 | 2025-05-20 | Vijay Madisetti | Method and system for protecting and removing private information used in large language models |
| US20240394503A1 (en) | 2023-05-25 | 2024-11-28 | State Farm Mutual Automobile Insurance Company | Providing information via a machine learning chatbot emulating traits of a person |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10839291B2 (en) * | 2017-07-01 | 2020-11-17 | Intel Corporation | Hardened deep neural networks through training from adversarial misclassified data |
| US11526601B2 (en) * | 2017-07-12 | 2022-12-13 | The Regents Of The University Of California | Detection and prevention of adversarial deep learning |
| US10917421B2 (en) * | 2018-02-19 | 2021-02-09 | Cisco Technology, Inc. | Refining synthetic malicious samples with unlabeled data |
| US20210241119A1 (en) * | 2018-04-27 | 2021-08-05 | Nec Corporation | Pre-trained model update device, pre-trained model update method, and program |
| US20200125943A1 (en) * | 2018-10-18 | 2020-04-23 | International Business Machines Corporation | Adversial deep neural network fuzzing |
| US11036857B2 (en) * | 2018-11-15 | 2021-06-15 | International Business Machines Corporation | Protecting a machine learning model |
| JP7192895B2 (ja) * | 2019-02-12 | 2022-12-20 | 日本電気株式会社 | モデル構築装置、モデル構築方法、コンピュータプログラム及び記録媒体 |
| US11227215B2 (en) * | 2019-03-08 | 2022-01-18 | International Business Machines Corporation | Quantifying vulnerabilities of deep learning computing systems to adversarial perturbations |
| DE112020001663T5 (de) * | 2019-03-29 | 2022-03-24 | Intel Corporation | Autonomes Fahrzeugsystem |
| US11636332B2 (en) * | 2019-07-09 | 2023-04-25 | Baidu Usa Llc | Systems and methods for defense against adversarial attacks using feature scattering-based adversarial training |
| JP7175244B2 (ja) * | 2019-07-30 | 2022-11-18 | Kddi株式会社 | 分類装置、学習装置、分類方法及びプログラム |
| US11856276B2 (en) * | 2019-09-13 | 2023-12-26 | Oracle International Corporation | Scalable architecture for automatic generation of content distribution images |
| US11765202B2 (en) * | 2020-01-17 | 2023-09-19 | Cisco Technology, Inc. | Automatic detection and prevention of injection attacks |
| US11675896B2 (en) * | 2020-04-09 | 2023-06-13 | International Business Machines Corporation | Using multimodal model consistency to detect adversarial attacks |
| US11818163B2 (en) * | 2020-09-18 | 2023-11-14 | Paypal, Inc. | Automatic machine learning vulnerability identification and retraining |
| US20220114399A1 (en) * | 2020-10-08 | 2022-04-14 | Royal Bank Of Canada | System and method for machine learning fairness testing |
-
2022
- 2022-03-29 WO PCT/US2022/022291 patent/WO2022235353A1/en not_active Ceased
- 2022-03-29 US US17/707,392 patent/US12086274B2/en active Active
- 2022-03-29 CN CN202280033706.0A patent/CN117296058A/zh active Pending
- 2022-03-29 JP JP2023568351A patent/JP7778160B2/ja active Active
- 2022-03-29 EP EP22717981.9A patent/EP4334832A1/en active Pending
-
2024
- 2024-08-12 US US18/800,990 patent/US20240403447A1/en active Pending
-
2025
- 2025-11-18 JP JP2025197460A patent/JP2026035651A/ja active Pending
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