{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-21T02:00:36.969Z","headline":"谷歌推出 Gemini 3.8 Flash Cyber 模型，内部已全面部署用于代码安全防护","description":"谷歌于当地时间 9 月 2 日宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。该模型在 CyberGym 基准上达到顶尖自主漏洞挖掘水平，内部测试中 20 种编程语言的漏洞挖掘成功率突破 70%，CWE-Bench 上 Pass@1 达 47.2%。","url":"https://www.aioga.com/news/cmtkbahdi01hyroz52i5kamed/","mainEntityOfPage":"https://www.aioga.com/news/cmtkbahdi01hyroz52i5kamed/","datePublished":"2026-09-02T16:09:52.000Z","dateModified":"2026-09-02T16:09:52.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/997/708.htm","https://aihot.virxact.com/items/cmtkbahdi01hyroz52i5kamed"],"canonicalUrl":"https://www.aioga.com/news/cmtkbahdi01hyroz52i5kamed/","directAnswer":{"@type":"Answer","text":"谷歌宣布推出 Gemini 3.8 Flash Cyber，通过 Fairwind 计划向首批受信任的安全防护团队开放。官方称，该模型在 CyberGym 漏洞挖掘测试中表现突出，内部测试覆盖 20 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47.2%。","source":"IT之家（RSS）","sourceUrl":"https://www.ithome.com/0/997/708.htm","aiHotUrl":"https://aihot.virxact.com/items/cmtkbahdi01hyroz52i5kamed","publishedAt":"2026-09-02T16:09:52.000Z","category":"行业动态","score":58,"selected":false,"articleBody":["IT之家：https://www.ithome.com/ 9 月 3 日消息，当地时间 9 月 2 日，谷歌宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。","官方表示，在针对漏洞挖掘的行业权威基准测试 CyberGym 上，Gemini 3.8 Flash Cyber 展现出了顶尖水平的自主漏洞挖掘能力。不仅超越了前代 3.5 Flash Cyber，还将多款体量显著更大的前沿模型甩在身后。","谷歌在更全面的内部基准测试中对 Gemini 3.8 Flash Cyber 进行了评测。该测试要求模型在涵盖 20 种编程语言的复杂代码工程中，挖掘各类型的安全漏洞。结果表明，该模型相较于谷歌此前的模型实现了大幅跨越，漏洞挖掘成功率突破了 70%。","谷歌表示，在研发 Gemini 3.8 Flash Cyber 时，其核心目标是为安全防御方赋予专业级能力，使其在面对攻击方时能够占据主导优势。正因如此，谷歌从一开始就重点投入漏洞修复领域，并将该项能力置于漏洞利用等攻击性手段之上。","在 CWE-Bench 测试中，Gemini 3.8 Flash Cyber 稳居帕累托前沿（Pareto Frontier）：其首选正确率（Pass@1）达到 47.2%，紧追顶尖前沿模型的 47.8%；同时它的调用成本显著更低，在性能与成本之间实现了极佳的平衡。","谷歌表示，Gemini 3.8 Flash 内置了完善的安全防护机制，在支持合规良性用例的同时，严密防范模型在化学、生物、放射性与核武器（CBRN）以及网络攻击领域的滥用风险。","相比之下，Gemini 3.8 Flash Cyber 适度放宽了网络安全领域的策略拦截限制， 因此仅面向需要更完备网络攻防能力的合规安全团队开放 。","IT之家获悉，目前谷歌内部已全面部署 Gemini 3.8 Flash Cyber 用于代码安全防护。以下为具体落地案例：","Chrome 安全团队 评估发现，针对 Chrome 浏览器中的安全漏洞，3.8 Flash Cyber 生成有效修复补丁的数量达到了顶尖商业模型的 2.6 倍，而这些顶尖商业模型的参数规模要比它庞大得多。","安全机构 Wiz 的评测表明，在其内部基准测试中，相较于其他顶尖的前沿模型，Gemini 3.8 Flash Cyber 的召回率提高了 7.5%-9.7%，同时调用成本大幅降低至原先的 1/5.2 到 1/2.3。","Google 云漏洞研究团队 借助 3.8 Flash Cyber 模型，耗时不到 2 小时便成功挖掘出一处严重的底层架构漏洞；在此之前，这类漏洞的调研与排查通常需要数月之久。","《谷歌 Gemini 3.8 Flash 模型上线，适用软件工程、智能体任务等场景：https://www.ithome.com/0/997/702.htm》"],"articleImages":[{"sourceUrl":"https://img.ithome.com/newsuploadfiles/2026/9/b6cfd76d-a499-44a9-9120-37be67afa9bf.png?x-bce-process=image/format,f_auto","alt":"","afterParagraph":1,"url":"/media/articles/cmtkbahdi01hyroz52i5kamed/54f1570742130a4b.png"},{"sourceUrl":"https://img.ithome.com/newsuploadfiles/2026/9/3fcdd63c-6d68-40b0-8518-7fb7ed4fe39b.png?x-bce-process=image/format,f_auto","alt":"","afterParagraph":2,"url":"/media/articles/cmtkbahdi01hyroz52i5kamed/767514cef5bd680b.png"},{"sourceUrl":"https://img.ithome.com/newsuploadfiles/2026/9/519225ba-37e9-46db-b59c-5498f543f80c.png?x-bce-process=image/format,f_auto","alt":"","afterParagraph":4,"url":"/media/articles/cmtkbahdi01hyroz52i5kamed/bfca1b609a1fcfe3.png"}],"mediaStatus":"ok","articleBodyZh":["谷歌推出 Gemini 3.8 Flash Cyber 模型，内部已全面部署用于代码安全防护 这条更新来自 ithome.com，发布时间为 2026-09-02，Aioga 保留原文入口以便核验。","摘要：谷歌于当地时间 9 月 2 日宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。该模型在 CyberGym 基准上达到顶尖自主漏洞挖掘水平，内部测试中 20 种编程语言的漏洞挖掘成功率突破 70%，CWE-Bench 上 Pass@1 达 47.2%。","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"谷歌宣布推出 Gemini 3.8 Flash Cyber，通过 Fairwind 计划向首批受信任的安全防护团队开放。官方称，该模型在 CyberGym 漏洞挖掘测试中表现突出，内部测试覆盖 20 种编程语言，漏洞挖掘成功率超过 70%。","background":"Gemini 3.8 Flash Cyber 的研发重点包括漏洞挖掘与修复。谷歌称其在 CWE-Bench 测试中的 Pass@1 为 47.2%，并强调该模型相较通用版本适度放宽网络安全策略拦截限制，仅面向合规安全团队开放。","viewpoint":"Aioga 判断：从公开材料看，该模型的主要定位是支持安全防御和漏洞修复，而非扩大网络攻击能力。其测试成绩与成本表现值得关注，但现有材料未提供独立验证、实际部署效果或完整评测方法。","implications":"可能影响：安全团队可能获得更强的漏洞挖掘工具，但模型策略放宽也意味着合规审查、访问控制和滥用防范需要同步加强。公开测试数据不足以直接代表所有代码环境中的实际安全收益。","nextStep":"后续观察：应关注 Fairwind 计划的开放范围、谷歌披露的内部部署案例、更多基准测试细节，以及模型在真实漏洞修复流程中的效果和安全限制。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-09-06T07:43:46.164Z","sourceHash":"1d8038a817cd665b","review":{"approved":true,"groundedness":96,"clarity":94,"duplicationRisk":12,"blockingIssues":[],"notes":["“而非扩大网络攻击能力”属于基于谷歌所述研发目标作出的概括性判断，候选内容已明确标注为“Aioga 判断”，不构成事实冒充。","可在后续报道中补充来源提到的谷歌内部全面部署情况及具体案例，但当前省略不影响准确性。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","editorial-labels","inference-boundary","low-source-overlap","no-html","independent-ai-review"]}},"tags":["行业动态","IT之家（RSS）"],"translations":{"zh-CN":{"title":"谷歌推出 Gemini 3.8 Flash Cyber 模型，内部已全面部署用于代码安全防护","summary":"谷歌于当地时间 9 月 2 日宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。该模型在 CyberGym 基准上达到顶尖自主漏洞挖掘水平，内部测试中 20 种编程语言的漏洞挖掘成功率突破 70%，CWE-Bench 上 Pass@1 达 47.2%。","category":"行业动态","source":"IT之家","aggregationSource":"IT之家（RSS）","pageTitle":"谷歌推出 Gemini 3.8 Flash Cyber 模型，内部已全面部署用于代码安全防护 - Aioga AI资讯","description":"谷歌于当地时间 9 月 2 日宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。该模型在 CyberGym 基准上达到顶尖自主漏洞挖掘水平，内部测试中 20 种编程语言的漏洞挖掘成功率突破 70%，CWE-Bench 上 Pass@1 达 47.2%。","url":"https://www.aioga.com/news/cmtkbahdi01hyroz52i5kamed/","articleBody":["谷歌推出 Gemini 3.8 Flash Cyber 模型，内部已全面部署用于代码安全防护 这条更新来自 ithome.com，发布时间为 2026-09-02，Aioga 保留原文入口以便核验。","摘要：谷歌于当地时间 9 月 2 日宣布推出 Gemini 3.8 Flash Cyber 模型，通过 Fairwind 计划面向首批受信任的安全防护团队开放。该模型在 CyberGym 基准上达到顶尖自主漏洞挖掘水平，内部测试中 20 种编程语言的漏洞挖掘成功率突破 70%，CWE-Bench 上 Pass@1 达 47.2%。","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"]},"en":{"title":"Google launches the Gemini 3.8 Flash Cyber model, which has been fully deployed internally for code security protection","summary":"Google announced on September 2 local time the launch of the Gemini 3.8 Flash Cyber model, which is open to the first trusted security protection teams through the Fairwind program. This model has reached top-level autonomous vulnerability mining on the CyberGym benchmark, achieving over 70% success rate in vulnerability mining for 20 programming languages during internal testing, and a Pass@1 of 47.2% on CWE-Bench.","category":"Industry","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google launches the Gemini 3.8 Flash Cyber model, which has been fully deployed internally for code security protection - Aioga AI News","description":"Google announced on September 2 local time the launch of the Gemini 3.8 Flash Cyber model, which is open to the first trusted security protection teams through the Fairwind program...","url":"https://www.aioga.com/en/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:04:16.408Z"},"ja":{"title":"グーグルは Gemini 3.8 Flash Cyber モデルを発表し、社内ではコードセキュリティ保護のために全面的に導入されました","summary":"グーグルは現地時間9月2日にGemini 3.8 Flash Cyberモデルを発表し、Fairwindプログラムを通じて初の信頼されたセキュリティ保護チーム向けに公開しました。このモデルはCyberGymベンチマークでトップクラスの自律的脆弱性発見能力を達成しており、内部テストでは20種類のプログラミング言語における脆弱性発見成功率が70％を突破し、CWE-BenchではPass@1が47.2％に達しています。","category":"業界動向","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"グーグルは Gemini 3.8 Flash Cyber モデルを発表し、社内ではコードセキュリティ保護のために全面的に導入されました - Aioga AIニュース","description":"グーグルは現地時間9月2日にGemini 3.8 Flash Cyberモデルを発表し、Fairwindプログラムを通じて初の信頼されたセキュリティ保護チーム向けに公開しました。このモデルはCyberGymベンチマークでトップクラスの自律的脆弱性発見能力を達成しており、内部テストでは20種類のプログラミング言語における脆弱性発見成功率が70％を突破し、CWE...","url":"https://www.aioga.com/ja/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:04:26.787Z"},"ko":{"title":"구글, Gemini 3.8 Flash Cyber 모델 출시, 내부적으로 코드 보안 방어에 전면 배치","summary":"구글은 현지 시간으로 9월 2일 Gemini 3.8 Flash Cyber 모델을 출시한다고 발표했으며, Fairwind 프로그램을 통해 최초의 신뢰할 수 있는 보안 방어 팀에 개방했습니다. 이 모델은 CyberGym 벤치마크에서 최상위 수준의 자율 취약점 탐지 능력을 달성했으며, 내부 테스트에서 20가지 프로그래밍 언어의 취약점 탐지 성공률이 70%를 넘어섰고, CWE-Bench에서 Pass@1은 47.2%에 달했습니다.","category":"업계 동향","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"구글, Gemini 3.8 Flash Cyber 모델 출시, 내부적으로 코드 보안 방어에 전면 배치 - Aioga AI 뉴스","description":"구글은 현지 시간으로 9월 2일 Gemini 3.8 Flash Cyber 모델을 출시한다고 발표했으며, Fairwind 프로그램을 통해 최초의 신뢰할 수 있는 보안 방어 팀에 개방했습니다. 이 모델은 CyberGym 벤치마크에서 최상위 수준의 자율 취약점 탐지 능력을 달성했으며, 내부 테스트에서 20가지 프로그래밍 언어의...","url":"https://www.aioga.com/ko/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:05:23.345Z"},"es":{"title":"Google lanzó el modelo Gemini 3.8 Flash Cyber, que ya se ha implementado internamente para la protección de la seguridad del código","summary":"Google anunció el 2 de septiembre, hora local, el lanzamiento del modelo Gemini 3.8 Flash Cyber, abierto a los primeros equipos de seguridad confiables a través del programa Fairwind. Este modelo alcanza un nivel de búsqueda de vulnerabilidades autónoma de primera categoría en el estándar CyberGym, con una tasa de éxito superior al 70% en la detección de vulnerabilidades en 20 lenguajes de programación durante las pruebas internas, y un Pass@1 del 47,2% en CWE-Bench.","category":"Industria","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google lanzó el modelo Gemini 3.8 Flash Cyber, que ya se ha implementado internamente para la protección de la seguridad del código - Aioga Noticias de IA","description":"Google anunció el 2 de septiembre, hora local, el lanzamiento del modelo Gemini 3.8 Flash Cyber, abierto a los primeros equipos de seguridad confiables a través del programa Fairwi...","url":"https://www.aioga.com/es/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:05:17.544Z"},"fr":{"title":"Google lance le modèle Gemini 3.8 Flash Cyber, entièrement déployé en interne pour la protection de la sécurité du code","summary":"Google a annoncé le 2 septembre, heure locale, le lancement du modèle Gemini 3.8 Flash Cyber, ouvert aux premières équipes de sécurité de confiance via le programme Fairwind. Ce modèle atteint un niveau de pointe en détection autonome de vulnérabilités selon le benchmark CyberGym, avec un taux de réussite supérieur à 70 % dans la détection de vulnérabilités pour 20 langages de programmation lors des tests internes, et un Pass@1 de 47,2 % sur CWE-Bench.","category":"Industrie","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google lance le modèle Gemini 3.8 Flash Cyber, entièrement déployé en interne pour la protection de la sécurité du code - Aioga Actualités IA","description":"Google a annoncé le 2 septembre, heure locale, le lancement du modèle Gemini 3.8 Flash Cyber, ouvert aux premières équipes de sécurité de confiance via le programme Fairwind. Ce mo...","url":"https://www.aioga.com/fr/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:06:19.970Z"},"de":{"title":"Google stellt das Gemini 3.8 Flash Cyber Modell vor, intern wurde es umfassend für den Schutz der Codesicherheit eingesetzt","summary":"Google kündigte am 2. September Ortszeit die Einführung des Gemini 3.8 Flash Cyber-Modells an, das im Rahmen des Fairwind-Programms den ersten vertrauenswürdigen Sicherheitsteams zugänglich gemacht wird. Das Modell erreicht im CyberGym-Benchmark ein erstklassiges Niveau bei der autonomen Schwachstellensuche, und in internen Tests überschreitet die Erfolgsrate bei der Schwachstellensuche in 20 Programmiersprachen 70 %, während es im CWE-Bench bei Pass@1 47,2 % erreicht.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google stellt das Gemini 3.8 Flash Cyber Modell vor, intern wurde es umfassend für den Schutz der Codesicherheit eingesetzt - Aioga KI-News","description":"Google kündigte am 2. September Ortszeit die Einführung des Gemini 3.8 Flash Cyber-Modells an, das im Rahmen des Fairwind-Programms den ersten vertrauenswürdigen Sicherheitsteams z...","url":"https://www.aioga.com/de/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:06:06.944Z"},"pt-BR":{"title":"O Google lançou o modelo Gemini 3.8 Flash Cyber, que já foi totalmente implementado internamente para proteção de segurança de código","summary":"O Google anunciou em 2 de setembro, no horário local, o lançamento do modelo Gemini 3.8 Flash Cyber, que será disponibilizado para os primeiros times de proteção de segurança confiáveis através do programa Fairwind. O modelo alcançou o nível de ponta na exploração autônoma de vulnerabilidades no benchmark CyberGym, com uma taxa de sucesso na exploração de vulnerabilidades em 20 linguagens de programação superando 70% em testes internos, e atingiu 47,2% no Pass@1 do CWE-Bench.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"O Google lançou o modelo Gemini 3.8 Flash Cyber, que já foi totalmente implementado internamente para proteção de segurança de código - Aioga Notícias de IA","description":"O Google anunciou em 2 de setembro, no horário local, o lançamento do modelo Gemini 3.8 Flash Cyber, que será disponibilizado para os primeiros times de proteção de segurança confi...","url":"https://www.aioga.com/pt-BR/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:07:06.044Z"},"ru":{"title":"Google выпустила модель Gemini 3.8 Flash Cyber, которая полностью внедрена внутри для защиты кода.","summary":"Google объявила о запуске модели Gemini 3.8 Flash Cyber 2 сентября по местному времени, которая открыта для первых доверенных команд по обеспечению безопасности через программу Fairwind. Эта модель достигла ведущего уровня автономного поиска уязвимостей по стандарту CyberGym, а в внутренних тестах успех обнаружения уязвимостей в 20 языках программирования превысил 70%, а по CWE-Bench Pass@1 составил 47,2%.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google выпустила модель Gemini 3.8 Flash Cyber, которая полностью внедрена внутри для защиты кода. - Aioga Новости ИИ","description":"Google объявила о запуске модели Gemini 3.8 Flash Cyber 2 сентября по местному времени, которая открыта для первых доверенных команд по обеспечению безопасности через программу Fai...","url":"https://www.aioga.com/ru/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:07:12.897Z"},"ar":{"title":"أطلقت جوجل نموذج Gemini 3.8 Flash Cyber، وقد تم نشره بالكامل داخليًا لاستخدامه في حماية أمان الكود","summary":"أعلنت جوجل في اليوم المحلي 2 سبتمبر عن إطلاق نموذج Gemini 3.8 Flash Cyber، من خلال برنامج Fairwind متاح لأول فرق الحماية الأمنية الموثوقة. وصل هذا النموذج إلى أعلى مستوى في اكتشاف الثغرات الذاتية على معيار CyberGym، حيث تجاوز معدل النجاح في اكتشاف الثغرات في 20 لغة برمجة خلال الاختبارات الداخلية 70٪، وبلغ معدل Pass@1 على CWE-Bench 47.2٪.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"أطلقت جوجل نموذج Gemini 3.8 Flash Cyber، وقد تم نشره بالكامل داخليًا لاستخدامه في حماية أمان الكود - Aioga أخبار الذكاء الاصطناعي","description":"أعلنت جوجل في اليوم المحلي 2 سبتمبر عن إطلاق نموذج Gemini 3.8 Flash Cyber، من خلال برنامج Fairwind متاح لأول فرق الحماية الأمنية الموثوقة. وصل هذا النموذج إلى أعلى مستوى في اكتشاف...","url":"https://www.aioga.com/ar/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:08:05.632Z"},"hi":{"title":"गूगल ने Gemini 3.8 फ्लैश साइबर मॉडल लॉन्च किया, आंतरिक रूप से कोड सुरक्षा सुरक्षा के लिए पूरी तरह से लागू किया गया","summary":"गूगल ने स्थानीय समयानुसार 2 सितंबर को Gemini 3.8 फ्लैश साइबर मॉडल लॉन्च करने की घोषणा की, जिसे फैरविंड योजना के माध्यम से पहले भरोसेमंद सुरक्षा टीमों के लिए उपलब्ध कराया गया। इस मॉडल ने CyberGym मानक पर उत्कृष्ट स्वायत्त भेद्यता खोज स्तर हासिल किया, आंतरिक परीक्षणों में 20 प्रोग्रामिंग भाषाओं की भेद्यता खोज सफलता दर 70% से अधिक थी, और CWE-Bench पर Pass@1 47.2% तक पहुंच गया।","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"गूगल ने Gemini 3.8 फ्लैश साइबर मॉडल लॉन्च किया, आंतरिक रूप से कोड सुरक्षा सुरक्षा के लिए पूरी तरह से लागू किया गया - Aioga AI समाचार","description":"गूगल ने स्थानीय समयानुसार 2 सितंबर को Gemini 3.8 फ्लैश साइबर मॉडल लॉन्च करने की घोषणा की, जिसे फैरविंड योजना के माध्यम से पहले भरोसेमंद सुरक्षा टीमों के लिए उपलब्ध कराया गया। इस मॉ...","url":"https://www.aioga.com/hi/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:08:09.414Z"},"it":{"title":"Google ha lanciato il modello Gemini 3.8 Flash Cyber, ora completamente implementato internamente per la protezione della sicurezza del codice","summary":"Google ha annunciato il 2 settembre, ora locale, il lancio del modello Gemini 3.8 Flash Cyber, reso disponibile ai primi team di sicurezza fidati attraverso il programma Fairwind. Il modello ha raggiunto il livello più alto di scoperta autonoma delle vulnerabilità sul benchmark CyberGym, con un tasso di successo superiore al 70% nelle prove interne di individuazione di vulnerabilità in 20 linguaggi di programmazione e un Pass@1 del 47,2% su CWE-Bench.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ha lanciato il modello Gemini 3.8 Flash Cyber, ora completamente implementato internamente per la protezione della sicurezza del codice - Aioga Notizie IA","description":"Google ha annunciato il 2 settembre, ora locale, il lancio del modello Gemini 3.8 Flash Cyber, reso disponibile ai primi team di sicurezza fidati attraverso il programma Fairwind....","url":"https://www.aioga.com/it/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:08:59.733Z"},"nl":{"title":"Google heeft het Gemini 3.8 Flash Cyber-model gelanceerd, dat intern volledig is ingezet voor codebeveiliging.","summary":"Google kondigde op 2 september lokale tijd de lancering aan van het Gemini 3.8 Flash Cyber-model, dat via het Fairwind-programma wordt geopend voor de eerste vertrouwde beveiligingsteams. Het model bereikt een topniveau in autonome kwetsbaarheidsanalyse op de CyberGym-benchmark, met een succesratio van meer dan 70% bij het opsporen van kwetsbaarheden in 20 programmeertalen tijdens interne tests, en op de CWE-Bench een Pass@1 van 47,2%.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google heeft het Gemini 3.8 Flash Cyber-model gelanceerd, dat intern volledig is ingezet voor codebeveiliging. - Aioga AI-nieuws","description":"Google kondigde op 2 september lokale tijd de lancering aan van het Gemini 3.8 Flash Cyber-model, dat via het Fairwind-programma wordt geopend voor de eerste vertrouwde beveiliging...","url":"https://www.aioga.com/nl/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:08:54.823Z"},"tr":{"title":"Google, Gemini 3.8 Flash Cyber modelini tanıttı, dahili olarak kod güvenliği koruması için tamamen dağıtıldı","summary":"Google, yerel saatle 2 Eylül'de Gemini 3.8 Flash Cyber modelini tanıttı ve Fairwind programı aracılığıyla ilk güvenilen güvenlik savunma ekiplerine açtı. Bu model, CyberGym kıyaslama testlerinde en üst düzey otonom güvenlik açığı keşif seviyesine ulaştı ve dahili testlerde 20 programlama dilinde güvenlik açığı bulma başarı oranı %70'i aştı; CWE-Bench üzerinde Pass@1 oranı %47,2 oldu.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google, Gemini 3.8 Flash Cyber modelini tanıttı, dahili olarak kod güvenliği koruması için tamamen dağıtıldı - Aioga AI Haberleri","description":"Google, yerel saatle 2 Eylül'de Gemini 3.8 Flash Cyber modelini tanıttı ve Fairwind programı aracılığıyla ilk güvenilen güvenlik savunma ekiplerine açtı. Bu model, CyberGym kıyasla...","url":"https://www.aioga.com/tr/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:09:56.533Z"},"vi":{"title":"Google ra mắt mô hình Gemini 3.8 Flash Cyber, đã được triển khai toàn diện nội bộ để bảo vệ an ninh mã nguồn","summary":"Google đã công bố ra mắt mô hình Gemini 3.8 Flash Cyber vào ngày 2 tháng 9 theo giờ địa phương, mở ra cho các đội ngũ bảo mật đáng tin cậy đầu tiên thông qua chương trình Fairwind. Mô hình này đạt được mức khai thác lỗ hổng tự động hàng đầu trên chuẩn CyberGym, trong các thử nghiệm nội bộ, tỷ lệ khai thác lỗ hổng thành công trên 20 ngôn ngữ lập trình vượt 70%, Pass@1 trên CWE-Bench đạt 47,2%.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ra mắt mô hình Gemini 3.8 Flash Cyber, đã được triển khai toàn diện nội bộ để bảo vệ an ninh mã nguồn - Tin tức AI Aioga","description":"Google đã công bố ra mắt mô hình Gemini 3.8 Flash Cyber vào ngày 2 tháng 9 theo giờ địa phương, mở ra cho các đội ngũ bảo mật đáng tin cậy đầu tiên thông qua chương trình Fairwind....","url":"https://www.aioga.com/vi/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:10:00.318Z"},"id":{"title":"Google meluncurkan model Gemini 3.8 Flash Cyber, yang telah sepenuhnya diterapkan secara internal untuk perlindungan keamanan kode","summary":"Google mengumumkan pada waktu setempat 2 September peluncuran model Gemini 3.8 Flash Cyber, yang dibuka untuk tim keamanan terpercaya pertama melalui program Fairwind. Model ini mencapai tingkat tertinggi dalam penemuan kerentanan mandiri di benchmark CyberGym, dengan tingkat keberhasilan penemuan kerentanan lebih dari 70% pada 20 bahasa pemrograman dalam pengujian internal, dan Pass@1 di CWE-Bench mencapai 47,2%.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google meluncurkan model Gemini 3.8 Flash Cyber, yang telah sepenuhnya diterapkan secara internal untuk perlindungan keamanan kode - Berita AI Aioga","description":"Google mengumumkan pada waktu setempat 2 September peluncuran model Gemini 3.8 Flash Cyber, yang dibuka untuk tim keamanan terpercaya pertama melalui program Fairwind. Model ini me...","url":"https://www.aioga.com/id/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:10:49.565Z"},"th":{"title":"กูเกิลเปิดตัวโมเดล Gemini 3.8 Flash Cyber และได้ปรับใช้อย่างเต็มรูปแบบภายในเพื่อการป้องกันความปลอดภัยของโค้ด","summary":"กูเกิลประกาศเปิดตัวโมเดล Gemini 3.8 Flash Cyber ในเวลาท้องถิ่นวันที่ 2 กันยายน โดยเปิดให้ทีมป้องกันความปลอดภัยที่เชื่อถือได้กลุ่มแรกผ่านโครงการ Fairwind โมเดลนี้สามารถบรรลุระดับการค้นหาช่องโหว่อัตโนมัติชั้นนำในมาตรฐาน CyberGym ในการทดสอบภายใน อัตราความสำเร็จในการค้นหาช่องโหว่ใน 20 ภาษาการเขียนโปรแกรมเกิน 70% และ Pass@1 ใน CWE-Bench อยู่ที่ 47.2%","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"กูเกิลเปิดตัวโมเดล Gemini 3.8 Flash Cyber และได้ปรับใช้อย่างเต็มรูปแบบภายในเพื่อการป้องกันความปลอดภัยของโค้ด - ข่าว AI Aioga","description":"กูเกิลประกาศเปิดตัวโมเดล Gemini 3.8 Flash Cyber ในเวลาท้องถิ่นวันที่ 2 กันยายน โดยเปิดให้ทีมป้องกันความปลอดภัยที่เชื่อถือได้กลุ่มแรกผ่านโครงการ Fairwind โมเดลนี้สามารถบรรลุระดับการ...","url":"https://www.aioga.com/th/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:11:03.676Z"},"pl":{"title":"Google wprowadza model Gemini 3.8 Flash Cyber, wewnętrznie w pełni wdrożony do ochrony bezpieczeństwa kodu","summary":"Google ogłosiło w lokalnym czasie 2 września wprowadzenie modelu Gemini 3.8 Flash Cyber, udostępniając go za pośrednictwem programu Fairwind dla pierwszych zaufanych zespołów ds. bezpieczeństwa. Model osiągnął najwyższy poziom autonomicznego wykrywania luk w benchmarku CyberGym, a w testach wewnętrznych skuteczność wykrywania luk w 20 językach programowania przekroczyła 70%, zaś na CWE-Bench Pass@1 osiągnęło 47,2%.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google wprowadza model Gemini 3.8 Flash Cyber, wewnętrznie w pełni wdrożony do ochrony bezpieczeństwa kodu - Aioga Wiadomości AI","description":"Google ogłosiło w lokalnym czasie 2 września wprowadzenie modelu Gemini 3.8 Flash Cyber, udostępniając go za pośrednictwem programu Fairwind dla pierwszych zaufanych zespołów ds. b...","url":"https://www.aioga.com/pl/news/cmtkbahdi01hyroz52i5kamed/","contentTranslated":true,"sourceHash":"e21f35b24bf7be51","translatedAt":"2026-09-02T17:11:58.935Z"}},"evidenceTier":"verified-news","reviewStatus":"automated-ingest","indexable":true,"editorialCover":""}}