CN117425898B - 攻击检测装置、对抗样本补丁检测系统、攻击检测方法以及计算机能读取的记录介质 - Google Patents

攻击检测装置、对抗样本补丁检测系统、攻击检测方法以及计算机能读取的记录介质

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Publication number
CN117425898B
CN117425898B CN202180099131.8A CN202180099131A CN117425898B CN 117425898 B CN117425898 B CN 117425898B CN 202180099131 A CN202180099131 A CN 202180099131A CN 117425898 B CN117425898 B CN 117425898B
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time
image data
attack
abnormal pattern
detection
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CN117425898A (zh
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小关义博
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Mitsubishi Electric Corp
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Mitsubishi Electric Corp
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/776—Validation; Performance evaluation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Image Analysis (AREA)
  • Burglar Alarm Systems (AREA)
CN202180099131.8A 2021-06-16 2021-06-16 攻击检测装置、对抗样本补丁检测系统、攻击检测方法以及计算机能读取的记录介质 Active CN117425898B (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2021/022916 WO2022264331A1 (ja) 2021-06-16 2021-06-16 攻撃検知装置、敵対的サンプルパッチ検知システム、攻撃検知方法、及び、攻撃検知プログラム

Publications (2)

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CN117425898A CN117425898A (zh) 2024-01-19
CN117425898B true CN117425898B (zh) 2026-04-17

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US (1) US12537826B2 (enExample)
JP (1) JP7309101B2 (enExample)
CN (1) CN117425898B (enExample)
DE (1) DE112021007504T5 (enExample)
WO (1) WO2022264331A1 (enExample)

Families Citing this family (3)

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US12536300B2 (en) 2023-12-29 2026-01-27 Robert Bosch Gmbh System and method for query efficient blackbox physically realizable attack with bayesian optimization
US12464018B2 (en) * 2023-12-29 2025-11-04 Robert Bosch Gmbh System and method for high-resolution blackbox patch attack with Bayesian optimization
IL310277A (en) 2024-01-21 2025-08-01 Fujitsu Ltd Computer-readable recording medium, information processing method, and information processing device

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CN108369739A (zh) * 2015-12-02 2018-08-03 三菱电机株式会社 物体检测装置和物体检测方法
CN111340008A (zh) * 2020-05-15 2020-06-26 支付宝(杭州)信息技术有限公司 对抗补丁生成、检测模型训练、对抗补丁防御方法及系统

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CN103703487B (zh) 2011-07-25 2016-11-02 国际商业机器公司 信息识别方法以及系统
US9779361B2 (en) 2014-06-05 2017-10-03 Mitsubishi Electric Research Laboratories, Inc. Method for learning exemplars for anomaly detection
JP6822328B2 (ja) 2017-06-27 2021-01-27 オムロン株式会社 見守り支援システム及びその制御方法
JP2019061577A (ja) * 2017-09-27 2019-04-18 パナソニックＩｐマネジメント株式会社 異常判定方法及びプログラム
DE102017217733A1 (de) * 2017-10-05 2019-04-11 Conti Temic Microelectronic Gmbh Prüfen eines neuronalen Netzes
JP7047372B2 (ja) 2017-12-21 2022-04-05 東レ株式会社 データ識別装置およびデータ識別方法
US10915631B2 (en) * 2017-12-28 2021-02-09 Intel Corporation Deep learning on execution trace data for exploit detection
JP6964274B2 (ja) * 2018-01-12 2021-11-10 パナソニックＩｐマネジメント株式会社 監視装置、監視システム及び監視方法
US10944767B2 (en) * 2018-02-01 2021-03-09 International Business Machines Corporation Identifying artificial artifacts in input data to detect adversarial attacks
JP7183904B2 (ja) 2019-03-26 2022-12-06 日本電信電話株式会社 評価装置、評価方法、および、評価プログラム
US11681796B2 (en) * 2019-09-10 2023-06-20 International Business Machines Corporation Learning input preprocessing to harden machine learning models
US11727109B2 (en) * 2020-01-24 2023-08-15 International Business Machines Corporation Identifying adversarial attacks with advanced subset scanning
US12019747B2 (en) * 2020-10-13 2024-06-25 International Business Machines Corporation Adversarial interpolation backdoor detection
CN116109521B (zh) * 2023-04-07 2023-07-14 北京建筑大学 局部对抗性攻击启发式防御方法和装置

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108369739A (zh) * 2015-12-02 2018-08-03 三菱电机株式会社 物体检测装置和物体检测方法
CN111340008A (zh) * 2020-05-15 2020-06-26 支付宝(杭州)信息技术有限公司 对抗补丁生成、检测模型训练、对抗补丁防御方法及系统

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JPWO2022264331A1 (enExample) 2022-12-22
CN117425898A (zh) 2024-01-19
WO2022264331A1 (ja) 2022-12-22
US20240064157A1 (en) 2024-02-22
DE112021007504T5 (de) 2024-02-29
JP7309101B2 (ja) 2023-07-14
US12537826B2 (en) 2026-01-27

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