Submission declined on 7 August 2025 by Pythoncoder (talk).
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| Submission declined on 7 August 2025 by Greenman (talk). This draft's references do not show that the subject qualifies for a Wikipedia article. In summary, the draft needs multiple published sources that are: Declined by Greenman 18 days ago.
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| Submission declined on 31 July 2025 by AlphaBetaGamma (talk). This draft's references do not show that the subject qualifies for a Wikipedia article. In summary, the draft needs multiple published sources that are: Declined by AlphaBetaGamma 26 days ago.
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Comment: No independent coverage AlphaBetaGamma (Talk/report any mistakes here) 00:32, 31 July 2025 (UTC)
| Scutum | |
|---|---|
| Developer(s) | bitforest inc. |
| Initial release | June 2009 |
| Operating system | Web-based |
| Type | Web application firewall |
| Website | www.scutum.jp |
Scutum is a cloud-based Web application firewall (WAF) service developed and provided by bitforest inc., a Japanese cybersecurity company specializing in web application security. The service became available in June 2009 as a result of a joint development initiative between bitforest inc. and Secure Sky Technology Inc.[1]
History
edit- June 2009: Scutum became available as a SaaS-based WAF through a collaboration between bitforest inc. and Secure Sky Technology Inc. Independent coverage by technology media such as ASCII.jp noted its affordability, ease of deployment, and detection logic designed to reduce false positives.[1]
- 2013 onwards: bitforest introduced an AI-based detection engine using Bayesian network technology, replacing traditional signature-based detection.[2]
- 2017: A machine-learning–based anomaly detection feature was made available to identify traffic deviations per site.[3]
- August 2021: bitforest deployed its proprietary "Thinning" method based on Isolation Forests, improving detection rates by 17% while reducing false positives.[4]
Technical overview
editScutum’s detection engine combines:
- Bayesian networks: Probabilistic inference models to identify attack patterns.
- Anomaly detection: Site-specific learning to flag deviations from normal behavior.
- Thinning method: Tree preselection technique for improved classification using Isolation Forests.
See also
editReferences
edit- ^ a b "ASCII.jp：高価なWAFはもういらない！SaaS型WAF「Scutum」の魅力" (in Japanese). ASCII.jp. 2009-07-30. Retrieved 2025-07-23.
- ^ "Scutum特長" (in Japanese).
- ^ "AIによる検知エンジンの詳細" (in Japanese).
- ^ "ビットフォレスト、誤検知を抑制するAI技術「Thinning」をScutumに導入" (in Japanese). PR TIMES. 2021-08-03.
- Promotional tone, editorializing and other words to watch
- Vague, generic, and speculative statements extrapolated from similar subjects
- Essay-like writing
- Hallucinations (plausible-sounding, but false information) and non-existent references
- Close paraphrasing
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