{"id":33876,"date":"2026-06-29T19:47:00","date_gmt":"2026-06-29T17:47:00","guid":{"rendered":"https:\/\/www.chinasmartbuy.com\/blog\/?p=33876"},"modified":"2026-06-29T18:30:28","modified_gmt":"2026-06-29T16:30:28","slug":"tulongfeng-qihoo-360-ai-vulnerabilita-software","status":"publish","type":"post","link":"https:\/\/www.chinasmartbuy.com\/blog\/tulongfeng-qihoo-360-ai-vulnerabilita-software\/","title":{"rendered":"Tulongfeng, la Cina lancia l&#8217;AI di Qihoo 360 per trovare bug nascosti"},"content":{"rendered":"\n\n<style>\n  :root {\n    --red: #CC1B1B;\n    --red-light: rgba(204,27,27,0.08);\n    --red-mid: #e84040;\n    --accent-soft-bg: rgba(204,27,27,0.07);\n    --accent-soft-border: rgba(204,27,27,0.18);\n    --text: #1a1a1a;\n    --text-muted: #666;\n    --card: #ffffff;\n    --border: #ebebeb;\n    --page-bg: #ffffff;\n    --surface-soft: #fafafa;\n    --surface-contrast: #f0f0f0;\n    --line-soft: #f5f5f5;\n    --soft-label: #bbb;\n    --muted-label: #999;\n    --copy: #333;\n    --font-head: 'Bebas Neue', sans-serif;\n    --font-body: 'DM Sans', sans-serif;\n    --heading-spacing: 0.04em;\n    --heading-weight: 400;\n    --spec-header-spacing: 0.08em;\n    --quickfacts-shadow: 0 10px 24px rgba(15,23,42,0.06);\n  }\n  .fbp5-wrap,.fbp5-wrap * { box-sizing:border-box; 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height:267px; flex-shrink:0; overflow:hidden; border-radius:12px; background:var(--surface-contrast); display:flex; align-items:center; justify-content:center; }\n  .rh-phonebox-hero img { width:100%; height:100%; object-fit:cover; display:block; }\n  .rh-phonebox-header-main { flex:1; display:flex; flex-direction:column; gap:12px; min-width:0; }\n  .rh-phonebox-tag { display:inline-flex; align-items:center; gap:8px; width:fit-content; font-size:11px; font-weight:700; letter-spacing:0.1em; text-transform:uppercase; color:var(--red); background:var(--accent-soft-bg); border:1px solid var(--accent-soft-border); border-radius:100px; padding:4px 12px; }\n  .rh-phonebox-tag-icon, .rh-phonebox-hl-icon, .rh-phonebox-section-icon { font-family:\"Apple Color Emoji\",\"Segoe UI Emoji\",\"Noto Color Emoji\",\"Segoe UI Symbol\",sans-serif; }\n  .rh-phonebox-tag-icon { font-size:12px; line-height:1; }\n  .rh-phonebox-title { font-family:var(--font-head); font-size:clamp(24px,3.5vw,38px); line-height:1; color:var(--text); letter-spacing:0.02em; margin:0; }\n  .rh-phonebox-title span { color:var(--red); }\n  .rh-phonebox-title em { font-style:normal; font-size:0.6em; color:var(--soft-label); font-family:var(--font-body); font-weight:300; letter-spacing:0.01em; }\n  .rh-phonebox-sub { font-size:14px; color:var(--muted-label); font-weight:300; margin:0; }\n  .rh-phonebox-highlights { display:grid; grid-template-columns:repeat(4,minmax(0,1fr)); gap:10px; }\n  .rh-phonebox-hl { background:#fff; border:1.5px solid var(--border); border-radius:10px; padding:12px 14px; display:flex; flex-direction:column; gap:6px; }\n  .rh-phonebox-hl-top { display:flex; align-items:flex-start; gap:8px; }\n  .rh-phonebox-hl-icon { font-size:15px; line-height:1; }\n  .rh-phonebox-hl-value { font-family:var(--font-head); font-size:22px; line-height:1; color:var(--text); letter-spacing:0.02em; }\n  .rh-phonebox-hl-value span { font-family:var(--font-body); font-size:12px; font-weight:600; color:var(--red); }\n  .rh-phonebox-hl-label { font-size:11px; line-height:1.3; color:var(--soft-label); }\n  .rh-phonebox-colors { padding:12px 28px; background:var(--surface-soft); border-bottom:1px solid var(--border); display:flex; align-items:center; gap:8px; flex-wrap:wrap; }\n  .rh-phonebox-colors-label { font-size:11px; font-weight:700; letter-spacing:0.08em; text-transform:uppercase; color:var(--soft-label); }\n  .rh-phonebox-color-chip { display:inline-flex; align-items:center; gap:6px; background:#fff; border:1.5px solid var(--border); border-radius:100px; padding:4px 12px 4px 6px; font-size:13px; color:var(--text); }\n  .rh-phonebox-color-dot { width:12px; height:12px; border-radius:50%; border:1px solid rgba(0,0,0,0.1); display:inline-block; flex-shrink:0; }\n  .rh-phonebox-section { border-bottom:1px solid var(--line-soft); display:grid; grid-template-columns:180px minmax(0,1fr); }\n  .rh-phonebox-section:last-of-type { border-bottom:none; }\n  .rh-phonebox-section-label { padding:18px 20px 18px 28px; background:var(--surface-soft); 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grid-template-columns:repeat(auto-fit,minmax(260px,1fr)); }\n  .rh-affbox-col { padding:22px 24px; }\n  .rh-affbox-col:not(:last-child) { border-right:1px solid var(--line-soft); }\n  .rh-affbox-model { font-family:var(--font-head); font-size:22px; color:var(--text); letter-spacing:0.02em; margin-bottom:4px; line-height:1; }\n  .rh-affbox-model span { color:var(--red); }\n  .rh-affbox-from { font-size:11px; font-weight:700; letter-spacing:0.08em; text-transform:uppercase; color:var(--soft-label); margin-bottom:2px; }\n  .rh-affbox-amount { font-family:var(--font-head); font-size:36px; color:var(--red); letter-spacing:0.02em; line-height:1; margin-bottom:14px; }\n  .rh-affbox-ctas { display:flex; flex-direction:column; gap:8px; margin-bottom:14px; }\n  .rh-affbox-cta { display:inline-flex; align-items:center; justify-content:center; gap:8px; background:var(--red); color:#fff !important; text-decoration:none !important; border-radius:100px; padding:11px 22px; font-size:14px; font-weight:600; white-space:nowrap; }\n  .rh-affbox-cta.secondary { background:var(--text); }\n  .rh-affbox-cta svg { width:13px; height:13px; flex-shrink:0; }\n  .rh-affbox-coupon { display:flex; align-items:center; justify-content:space-between; gap:12px; border:1px dashed var(--accent-soft-border); background:var(--accent-soft-bg); border-radius:12px; padding:10px 12px; margin:0 0 12px; }\n  .rh-affbox-coupon-label { font-size:11px; font-weight:700; letter-spacing:0.08em; text-transform:uppercase; color:var(--red); }\n  .rh-affbox-coupon-code { font-family:var(--font-head); font-size:22px; line-height:1; color:var(--text); letter-spacing:0.03em; }\n  .rh-affbox-promo { font-size:12px; color:var(--text-muted); line-height:1.5; border-top:1px solid var(--line-soft); padding-top:12px; margin-top:2px; }\n  .rh-affbox-promo strong { color:var(--red); font-weight:600; }\n  .rh-affbox-disclaimer { margin-top:10px; font-size:12px; line-height:1.55; color:var(--text-muted); }\n  .rh-downloadjump { margin:-28px 0 0; display:flex; align-items:center; justify-content:space-between; gap:14px; background:#fff; border:1px solid var(--accent-soft-border); border-radius:16px; padding:13px 15px; box-shadow:var(--quickfacts-shadow); }\n  .rh-downloadjump strong { display:block; font-size:12px; font-weight:900; letter-spacing:0.08em; text-transform:uppercase; color:var(--red); line-height:1.2; }\n  .rh-downloadjump span { display:block; margin-top:3px; font-size:13px; color:var(--text-muted); line-height:1.35; }\n  .rh-downloadjump a { display:inline-flex; align-items:center; justify-content:center; flex-shrink:0; background:var(--red); color:#fff !important; text-decoration:none !important; border-radius:999px; padding:9px 14px; font-size:13px; font-weight:800; }\n  .rh-downloadbox { margin:4px 0 0; }\n  .rh-downloadbox-wrap { background:linear-gradient(135deg,var(--accent-soft-bg),#fff); border:1px solid var(--accent-soft-border); border-radius:18px; padding:20px; box-shadow:var(--quickfacts-shadow); }\n  .rh-downloadbox-head { display:flex; justify-content:space-between; align-items:flex-start; gap:16px; margin-bottom:14px; }\n  .rh-downloadbox-kicker { font-size:11px; font-weight:800; letter-spacing:0.12em; text-transform:uppercase; color:var(--red); margin-bottom:6px; }\n  .rh-downloadbox-title { font-family:var(--font-head); font-size:clamp(24px,3.4vw,34px); line-height:1; color:var(--text); letter-spacing:var(--heading-spacing); margin:0; }\n  .rh-downloadbox-count { flex-shrink:0; border:1px solid var(--accent-soft-border); background:#fff; color:var(--red); border-radius:999px; padding:6px 10px; font-size:11px; font-weight:800; text-transform:uppercase; }\n  .rh-downloadbox-links { display:flex; flex-wrap:wrap; gap:10px; }\n  .rh-downloadbox-link { display:inline-flex; align-items:center; justify-content:center; gap:8px; background:var(--red); color:#fff !important; text-decoration:none !important; border-radius:999px; padding:11px 16px; font-size:14px; font-weight:700; }\n  .rh-downloadbox-link svg { width:13px; height:13px; flex-shrink:0; }\n  .rh-downloadbox-note { margin:14px 0 0; font-size:12px; line-height:1.55; color:var(--text-muted); }\n  .rh-offerbox { margin:4px 0 0; }\n  .rh-offerbox-wrap { background:linear-gradient(135deg,var(--accent-soft-bg),#fff); border:1px solid var(--accent-soft-border); border-radius:18px; padding:20px; box-shadow:var(--quickfacts-shadow); }\n  .rh-offerbox-head { display:flex; justify-content:space-between; align-items:flex-start; gap:16px; margin-bottom:14px; }\n  .rh-offerbox-kicker { font-size:11px; font-weight:800; letter-spacing:0.12em; text-transform:uppercase; color:var(--red); margin-bottom:6px; }\n  .rh-offerbox-title { font-family:var(--font-head); font-size:clamp(24px,3.4vw,34px); line-height:1; color:var(--text); letter-spacing:var(--heading-spacing); margin:0; }\n  .rh-offerbox-count { flex-shrink:0; border:1px solid var(--accent-soft-border); background:#fff; color:var(--red); border-radius:999px; padding:6px 10px; font-size:11px; font-weight:800; text-transform:uppercase; }\n  .rh-offerbox-links { display:grid; grid-template-columns:repeat(auto-fit,minmax(220px,1fr)); gap:10px; }\n  .rh-offerbox-link { display:flex; align-items:center; justify-content:center; gap:8px; background:var(--red); color:#fff !important; text-decoration:none !important; border-radius:999px; padding:11px 16px; font-size:14px; font-weight:800; text-align:center; }\n  .rh-offerbox-link small { opacity:.82; font-size:11px; font-weight:700; }\n  .rh-offerbox-link svg { width:13px; height:13px; flex-shrink:0; }\n  .rh-offerbox-note { margin:14px 0 0; font-size:12px; line-height:1.55; color:var(--text-muted); }\n  .rh-offer-inline { margin:0; }\n  .rh-offer-inline-wrap { display:flex; align-items:center; justify-content:space-between; gap:16px; background:var(--surface-soft); border:1px solid var(--accent-soft-border); border-left:4px solid var(--red); border-radius:16px; padding:16px 18px; box-shadow:var(--quickfacts-shadow); }\n  .rh-offer-inline-kicker { font-size:10px; font-weight:800; letter-spacing:0.12em; text-transform:uppercase; color:var(--red); margin-bottom:4px; }\n  .rh-offer-inline-title { font-size:15px; line-height:1.35; color:var(--text); font-weight:800; }\n  .rh-offer-inline-store { margin-top:3px; font-size:12px; color:var(--text-muted); font-weight:700; }\n  .rh-offer-inline-cta { display:inline-flex; align-items:center; justify-content:center; gap:8px; flex-shrink:0; background:var(--red); color:#fff !important; text-decoration:none !important; border-radius:999px; padding:11px 16px; font-size:13px; font-weight:800; white-space:nowrap; }\n  .rh-offer-inline-cta svg { width:13px; height:13px; flex-shrink:0; }\n  .rh-offer-inline-note { margin:9px 0 0; font-size:12px; line-height:1.55; color:var(--text-muted); }\n  .rh-external-embed { margin:4px 0 0; }\n  .rh-external-embed-wrap { width:100%; background:#fff; border:1px solid var(--border); border-radius:16px; overflow:hidden; box-shadow:var(--quickfacts-shadow); }\n  .rh-external-embed-head { display:flex; align-items:center; justify-content:space-between; gap:12px; padding:14px 18px; background:var(--surface-soft); border-bottom:1px solid var(--border); }\n  .rh-external-embed-kicker { font-size:11px; font-weight:700; letter-spacing:0.08em; text-transform:uppercase; color:var(--red); }\n  .rh-external-embed-source { font-size:12px; color:var(--soft-label); }\n  .rh-external-embed-frame { position:relative; aspect-ratio:16 \/ 9; overflow:hidden; background:#000; min-height:0; }\n  .rh-external-embed-frame iframe, .rh-external-embed-frame > iframe { position:absolute !important; inset:0; width:100% !important; height:100% !important; min-height:0 !important; max-height:none !important; max-width:none !important; border:0; display:block; }\n  .rh-external-embed-body { padding:18px 20px; display:grid; gap:12px; }\n  .rh-external-embed-title { font-family:var(--font-head); font-size:24px; line-height:1; color:var(--text); letter-spacing:0.02em; }\n  .rh-external-embed-copy { font-size:14px; color:var(--text-muted); line-height:1.6; }\n  .rh-external-embed-link { display:inline-flex; align-items:center; gap:8px; width:fit-content; color:var(--red) !important; text-decoration:none !important; font-weight:700; }\n  .rh-external-embed-link svg { width:13px; height:13px; flex-shrink:0; }\n  .fbp5-section { display:flex; flex-direction:column; gap:0; }\n  .fbp5-section-label { display:inline-flex; align-items:center; gap:7px; font-size:11px; font-weight:700; letter-spacing:0.14em; text-transform:uppercase; color:var(--red); margin-bottom:10px; }\n  .fbp5-section-label::before { content:''; display:block; width:18px; height:2px; background:var(--red); }\n  .fbp5-section h2 { font-family:var(--font-head); font-size:clamp(27px,4vw,39px); letter-spacing:var(--heading-spacing); font-weight:var(--heading-weight); color:var(--text); line-height:1.05; margin-bottom:20px; }\n  .fbp5-section h2 span { color:var(--red); }\n  .fbp5-section p { font-size:17px; color:var(--copy); line-height:1.78; margin-bottom:14px; }\n  .fbp5-bullet-list { margin:18px 0 6px 20px; padding:0; display:flex; flex-direction:column; gap:10px; }\n  .fbp5-bullet-list li { font-size:16px; line-height:1.7; color:#1f2937; }\n  .fbp5-bullet-list li::marker { color:var(--red); }\n  .rh-quickfacts-grid { margin:18px 0 0; display:grid; grid-template-columns:repeat(auto-fit,minmax(220px,1fr)); gap:12px; }\n  .rh-quickfacts-card { background:#fff; border:1px solid var(--border); border-radius:16px; padding:14px 16px; box-shadow:var(--quickfacts-shadow); display:flex; flex-direction:column; gap:6px; }\n  .rh-quickfacts-label { font-size:12px; font-weight:800; letter-spacing:0.08em; text-transform:uppercase; color:var(--red); }\n  .rh-quickfacts-value { font-size:15px; line-height:1.6; color:#1f2937; }\n  .fbp5-highlight { background:var(--red-light); border-left:4px solid var(--red); border-radius:0 10px 10px 0; padding:15px 19px; margin:18px 0 0; font-size:16px; color:var(--copy); line-height:1.65; }\n  .fbp5-info { background:var(--surface-soft); border:1px solid var(--border); border-radius:10px; padding:15px 19px; margin:18px 0 0; font-size:15px; color:var(--text-muted); line-height:1.65; }\n  .fbp5-scheda { background:var(--card); border:1px solid var(--border); border-radius:14px; overflow:hidden; margin:20px 0 0; }\n  .fbp5-scheda-header { background:var(--red); color:#fff; padding:14px 20px; font-family:var(--font-head); font-size:20px; font-weight:var(--heading-weight); letter-spacing:var(--spec-header-spacing); }\n  .fbp5-scheda-row { display:flex; border-bottom:1px solid var(--border); }\n  .fbp5-scheda-row:last-child { border-bottom:none; }\n  .fbp5-scheda-key { width:42%; padding:11px 16px; font-size:13px; font-weight:700; color:var(--text-muted); text-transform:uppercase; letter-spacing:0.06em; background:var(--surface-soft); flex-shrink:0; }\n  .fbp5-scheda-val { padding:11px 16px; font-size:14px; color:var(--text); font-weight:500; line-height:1.5; }\n  @media(max-width:600px) {\n    .fbp5-wrap { padding:0 14px 60px; gap:40px; }\n    .fbp5-section h2 { font-size:32px; }\n    .fbp5-scheda-row { flex-direction:column; }\n    .fbp5-scheda-key { width:100%; }\n    .rh-phonebox-header { padding:18px 16px; flex-direction:column; align-items:center; }\n    .rh-phonebox-hero { width:150px; height:200px; }\n    .rh-phonebox-highlights { grid-template-columns:repeat(2,minmax(0,1fr)); }\n    .rh-phonebox-colors { padding:16px; }\n    .rh-phonebox-section { grid-template-columns:1fr; }\n    .rh-phonebox-section-label { padding:14px 20px; border-right:none; border-bottom:1px solid var(--border); }\n    .rh-phonebox-section-values { padding:14px 20px; }\n    .rh-affbox-grid { grid-template-columns:1fr; }\n    .rh-affbox-col:not(:last-child) { border-right:none; border-bottom:1px solid var(--line-soft); }\n    .rh-affbox-cta { width:100%; }\n    .rh-downloadjump { align-items:flex-start; flex-direction:column; margin:-22px 0 0; }\n    .rh-downloadjump a { width:100%; }\n    .rh-downloadbox-head { flex-direction:column; }\n    .rh-downloadbox-link { width:100%; }\n    .rh-offerbox-head { flex-direction:column; }\n    .rh-offerbox-links { grid-template-columns:1fr; }\n    .rh-offer-inline-wrap { flex-direction:column; align-items:flex-start; }\n    .rh-offer-inline-cta { width:100%; }\n  }\n\n  \/* RH_FBP5_CARDS_CSS_V1 *\/\n  .fbp5-related-grid { display:grid; grid-template-columns:repeat(3,1fr); gap:14px; }\n  .fbp5-telegram-grid { grid-template-columns:repeat(2,1fr); }\n  .fbp5-related-card { display:block; overflow:hidden; border:1px solid var(--border,#ebebeb); border-radius:8px; background:var(--card,#fff); color:inherit !important; text-decoration:none !important; transition:transform .18s ease, box-shadow .18s ease, border-color .18s ease; }\n  .fbp5-related-card:hover { transform:translateY(-2px); border-color:rgba(204,27,27,.35); box-shadow:0 16px 36px rgba(18,18,18,.10); }\n  .fbp5-related-card img { display:block; width:100%; aspect-ratio:16\/9; object-fit:cover; background:var(--surface-soft,#fafafa); }\n  .fbp5-related-thumb-placeholder { width:100%; aspect-ratio:16\/9; display:flex; align-items:center; justify-content:center; background:linear-gradient(135deg,rgba(204,27,27,.10),rgba(204,27,27,.03)); color:var(--red,#CC1B1B); font-family:var(--font-head,'Bebas Neue',sans-serif); font-size:28px; letter-spacing:.04em; }\n  .fbp5-related-body { padding:12px; }\n  .fbp5-related-body span { display:block; margin:0 0 6px; color:var(--red,#CC1B1B); font-size:11px; font-weight:900; letter-spacing:.08em; text-transform:uppercase; }\n  .fbp5-related-body strong { display:block; font-size:15px; line-height:1.25; color:var(--text,#1a1a1a); }\n  .fbp5-related-body small { display:block; margin:7px 0 0; color:var(--text-muted,#666); font-size:13px; line-height:1.35; }\n  @media(max-width:720px) {\n    .fbp5-telegram-grid { grid-template-columns:1fr; }\n    .fbp5-related-grid:not(.fbp5-telegram-grid) { grid-template-columns:1fr; }\n    .fbp5-related-grid:not(.fbp5-telegram-grid) .fbp5-related-card { display:grid; grid-template-columns:112px minmax(0,1fr); align-items:stretch; }\n    .fbp5-related-grid:not(.fbp5-telegram-grid) .fbp5-related-card img,\n    .fbp5-related-grid:not(.fbp5-telegram-grid) .fbp5-related-thumb-placeholder { height:100%; min-height:92px; aspect-ratio:auto; }\n  }\n<\/style>\n<div class=\"fbp5-wrap rh-json-article\" id=\"rh-article-mqzfonto-aq8du\" data-rh-article-type=\"news\" data-rh-site-profile=\"china-smart-buy\">\n  <div class=\"fbp5-intro\">\n    \n    <p>Qihoo 360 ha presentato <strong>Tulongfeng<\/strong>, un sistema di intelligenza artificiale pensato per individuare vulnerabilit\u00e0 software e posizionato apertamente come alternativa cinese a Claude Mythos di Anthropic.<\/p><p>Il punto interessante non \u00e8 solo il confronto tra Stati Uniti e Cina, ma l&#8217;approccio tecnico scelto: invece di affidarsi a un unico modello molto potente, Qihoo 360 punta su uno sciame di agenti AI specializzati che collaborano tra analisi, test e verifica.<\/p>\n  <\/div><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/06\/tulongfeng-la-cina-3749-accce5a6f09b4e4fe3ebc36-ab8wlb1rp8.png\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/06\/tulongfeng-la-cina-3749-accce5a6f09b4e4fe3ebc36-ab8wlb1rp8.png\" alt=\"https:\/\/n.sinaimg.cn\/spider20260624\/200\/w1080h720\/20260624\/3749-accce5a6f09b4e4fe3ebc3672482d070.png\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n  \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Panoramica<\/div>\n        <h2>Tulongfeng nasce come risposta cinese ai modelli AI per la <span>ricerca di vulnerabilit\u00e0<\/span><\/h2>\n        <p>La presentazione \u00e8 avvenuta alla 14a Conferenza sulla sicurezza informatica di Pechino, dove il CEO Zhou Hongyi ha descritto Tulongfeng come una risposta diretta ai sistemi occidentali per la scoperta automatica di falle software.<\/p><p>Da qui deriva una strategia diversa, pi\u00f9 orientata all&#8217;architettura del sistema che alla sola potenza del modello. Invece di inseguire il profilo del singolo &#8220;hacker artificiale&#8221; estremamente avanzato, l&#8217;azienda prova a costruire una catena di agenti che lavorano come un team coordinato di attacco e difesa.<\/p>\n        <ul class=\"fbp5-bullet-list\"><li>Qihoo 360 presenta Tulongfeng come alternativa cinese a Claude Mythos.<\/li><li>L&#8217;annuncio \u00e8 arrivato durante un evento dedicato alla sicurezza informatica a Pechino.<\/li><li>La strategia dichiarata punta su un sistema multi-agente invece che su un modello monolitico.<\/li><\/ul>\n        <div class=\"rh-quickfacts-grid\">\n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Azienda<\/div>\n        <div class=\"rh-quickfacts-value\">Qihoo 360<\/div>\n      <\/div>\n    \n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Posizionamento<\/div>\n        <div class=\"rh-quickfacts-value\">Piattaforma AI per la scoperta di vulnerabilit\u00e0 software<\/div>\n      <\/div>\n    \n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Contesto<\/div>\n        <div class=\"rh-quickfacts-value\">Risposta cinese al ritiro pubblico di Claude Mythos<\/div>\n      <\/div>\n    <\/div>\n        <div class=\"fbp5-highlight\">Il tratto distintivo di Tulongfeng \u00e8 l&#8217;architettura a sciame, pensata per distribuire compiti diversi tra agenti AI specializzati.<\/div>\n        <div class=\"fbp5-info\">L&#8217;annuncio ha anche una valenza industriale e geopolitica, perch\u00e9 inserisce la cybersecurity basata su AI nel confronto diretto tra ecosistemi tecnologici.<\/div>\n        \n      <div class=\"fbp5-scheda\">\n        <div class=\"fbp5-scheda-header\">Dati chiave del progetto<\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Nome<\/div>\n            <div class=\"fbp5-scheda-val\">Tulongfeng<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Tipologia<\/div>\n            <div class=\"fbp5-scheda-val\">Sistema AI a sciame per analisi e test di sicurezza<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Ambito<\/div>\n            <div class=\"fbp5-scheda-val\">Cybersecurity e ricerca vulnerabilit\u00e0<\/div>\n          <\/div>\n        \n      <\/div>\n    \n      <\/section>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Come funziona<\/div>\n        <h2>L&#8217;architettura a sciame divide l&#8217;analisi in fasi e <span>agenti specializzati<\/span><\/h2>\n        <p>Il flusso operativo di Tulongfeng \u00e8 strutturato in pi\u00f9 passaggi. Il sistema parte dalla modellazione della minaccia e dall&#8217;identificazione delle superfici di attacco pi\u00f9 esposte, poi passa al monitoraggio dei flussi di dati tra file e componenti software per isolare possibili anomalie o pattern sospetti.<\/p><p>La parte pi\u00f9 concreta arriva dopo: gli agenti creano sandbox in automatico, generano codice exploit e lo provano in ambienti simulati. Dopo ogni ciclo, il sistema rilegge i risultati e li usa per affinare i controlli successivi. Questo meccanismo iterativo \u00e8 il vero cuore del progetto, perch\u00e9 punta a trasformare ogni test in un input per il ciclo seguente.<\/p>\n        <ul class=\"fbp5-bullet-list\"><li>Analisi iniziale delle minacce e delle superfici di attacco.<\/li><li>Monitoraggio dei flussi di dati per intercettare vulnerabilit\u00e0 potenziali.<\/li><li>Creazione automatica di sandbox e generazione di exploit di prova.<\/li><li>Verifica iterativa dei risultati per migliorare i controlli successivi.<\/li><\/ul>\n        <div class=\"rh-quickfacts-grid\">\n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Logica operativa<\/div>\n        <div class=\"rh-quickfacts-value\">Coordinamento tra agenti AI con compiti distinti<\/div>\n      <\/div>\n    \n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Metodo di verifica<\/div>\n        <div class=\"rh-quickfacts-value\">Test in ambienti simulati<\/div>\n      <\/div>\n    \n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Vantaggio teorico<\/div>\n        <div class=\"rh-quickfacts-value\">Maggiore modularit\u00e0 rispetto a un modello unico<\/div>\n      <\/div>\n    <\/div>\n        <div class=\"fbp5-highlight\">La differenza rispetto ai modelli monolitici \u00e8 nella separazione dei compiti: il sistema lavora come una squadra, non come un unico agente generalista.<\/div>\n        <div class=\"fbp5-info\">Per chi osserva il mercato, questo approccio segnala una direzione precisa: piattaforme AI composte da pi\u00f9 moduli potrebbero diventare pi\u00f9 gestibili e pi\u00f9 adatte a flussi di sicurezza reali.<\/div>\n        \n      <div class=\"fbp5-scheda\">\n        <div class=\"fbp5-scheda-header\">Fasi operative dichiarate<\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Fase 1<\/div>\n            <div class=\"fbp5-scheda-val\">Modellazione della minaccia<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Fase 2<\/div>\n            <div class=\"fbp5-scheda-val\">Analisi dei flussi di dati<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Fase 3<\/div>\n            <div class=\"fbp5-scheda-val\">Sandbox ed exploit automatici<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Fase 4<\/div>\n            <div class=\"fbp5-scheda-val\">Rivalutazione e iterazione<\/div>\n          <\/div>\n        \n      <\/div>\n    \n      <\/section>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Risultati<\/div>\n        <h2>Qihoo 360 parla di quasi 1.000 bug scoperti tra software open source e <span>prodotti commerciali<\/span><\/h2>\n        <p>Qihoo 360 sostiene che Tulongfeng abbia gi\u00e0 individuato <strong>quasi 1.000 bug<\/strong> in software diffusi, sia open source sia commerciali. Tra gli esempi citati compaiono tre casi particolarmente sensibili: un bug di escalation dei privilegi nel kernel di Windows rimasto invisibile per cinque anni.<\/p><p>L&#8217;azienda aggiunge che Microsoft avrebbe riconosciuto ufficialmente tutte e tre le segnalazioni. Se confermati su larga scala, questi risultati indicherebbero un salto di qualit\u00e0 importante nell&#8217;uso dell&#8217;AI per la vulnerability research, soprattutto per la capacit\u00e0 di trovare difetti annidati in software molto maturi e ampiamente usati.<\/p>\n        <ul class=\"fbp5-bullet-list\"><li>Quasi 1.000 vulnerabilit\u00e0 individuate secondo Qihoo 360.<\/li><li>Tra i casi citati compaiono Windows, Office ed Excel.<\/li><li>Le tre vulnerabilit\u00e0 esemplificate sarebbero rimaste nascoste per 5,8 e 10 anni.<\/li><\/ul>\n        <div class=\"rh-quickfacts-grid\">\n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Volume dichiarato<\/div>\n        <div class=\"rh-quickfacts-value\">Quasi 1.000 bug<\/div>\n      <\/div>\n    \n      <div class=\"rh-quickfacts-card\">\n        <div class=\"rh-quickfacts-label\">Tipi di software<\/div>\n        <div class=\"rh-quickfacts-value\">Open source e commerciali<\/div>\n      <\/div>\n    <\/div>\n        <div class=\"fbp5-highlight\">Il dato pi\u00f9 forte \u00e8 la capacit\u00e0 attribuita al sistema di scoprire falle rimaste inosservate per anni in software molto diffusi.<\/div>\n        <div class=\"fbp5-info\">I numeri hanno un peso notevole sul piano industriale perch\u00e9 mostrano come la corsa all&#8217;AI nella sicurezza si stia spostando da demo teoriche a risultati spendibili nella ricerca di bug reali.<\/div>\n        \n      <div class=\"fbp5-scheda\">\n        <div class=\"fbp5-scheda-header\">Casi esemplificati da Qihoo 360<\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Windows<\/div>\n            <div class=\"fbp5-scheda-val\">Bug di escalation dei privilegi rimasto nascosto per 5 anni<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Office<\/div>\n            <div class=\"fbp5-scheda-val\">Vulnerabilit\u00e0 di esecuzione di codice remoto rimasta nascosta per 8 anni<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Excel<\/div>\n            <div class=\"fbp5-scheda-val\">Problema rimasto nascosto per 10 anni<\/div>\n          <\/div>\n        \n      <\/div>\n    \n      <\/section>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Contesto<\/div>\n        <h2>Dati storici, nuovo strumento Yitianzhen e cornice geopolitica <span>completano il quadro<\/span><\/h2>\n        <p>Qihoo 360 sostiene di aver costruito Tulongfeng su un patrimonio di <strong>20 anni di dati<\/strong> relativi ad attacchi informatici reali, su un archivio esteso di malware e su esperienza diretta nella protezione di infrastrutture critiche. Questo elemento \u00e8 centrale, perch\u00e9 nei sistemi di sicurezza basati su AI la qualit\u00e0 del dataset e dei casi reali conta quanto l&#8217;architettura del modello.<\/p><p>Accanto a Tulongfeng, l&#8217;azienda ha annunciato anche Yitianzhen, uno strumento per valutare automaticamente il livello di sicurezza informatica delle organizzazioni. Il sistema simula attacchi, suggerisce contromisure e pu\u00f2 anche implementare protezioni in autonomia.<\/p>\n        <ul class=\"fbp5-bullet-list\"><li>Base dati costruita su 20 anni di esperienza e casi reali di attacco.<\/li><li>Annunciato anche <strong>Yitianzhen<\/strong> per la valutazione automatica della sicurezza aziendale.<\/li><li>L&#8217;iniziativa si inserisce in un contesto geopolitico sensibile legato alle sanzioni statunitensi contro Qihoo 360.<\/li><\/ul>\n        \n        <div class=\"fbp5-highlight\">Il valore del progetto non sta solo nel modello, ma nella combinazione tra dati storici, automazione operativa e ambizione di piattaforma.<\/div>\n        <div class=\"fbp5-info\">Resta un progetto da osservare con attenzione: tra cybersecurity, AI e tensioni internazionali, ogni annuncio di questo tipo ha una ricaduta tecnica ma anche strategica.<\/div>\n        \n      <div class=\"fbp5-scheda\">\n        <div class=\"fbp5-scheda-header\">Elementi di contesto rilevanti<\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Asset dichiarati<\/div>\n            <div class=\"fbp5-scheda-val\">Database malware e competenze su infrastrutture critiche<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Capacit\u00e0 di Yitianzhen<\/div>\n            <div class=\"fbp5-scheda-val\">Simulare attacchi, suggerire soluzioni, applicare misure di protezione<\/div>\n          <\/div>\n        \n          <div class=\"fbp5-scheda-row\">\n            <div class=\"fbp5-scheda-key\">Scenario industriale<\/div>\n            <div class=\"fbp5-scheda-val\">Alleanza di aziende cinesi intorno al progetto<\/div>\n          <\/div>\n        \n      <\/div>\n    \n      <\/section>\n    \n<section class=\"fbp5-section\" data-rh-related-section=\"1\">\n      <div class=\"fbp5-section-label\">Articoli correlati<\/div>\n      <h2>Altre notizie <span>da 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rel=\"noopener\">\n      <img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/06\/openai-b1d725a2-585f-483b-880d-47b6-1rd09exfzd.webp\" alt=\"OpenAI: il responsabile di Codex spiega perch\u00e9 l&amp;#8217;AI non sa ancora fare vero design\" loading=\"lazy\">\n      <div class=\"fbp5-related-body\">\n        <span>ai<\/span>\n        <strong>OpenAI: il responsabile di Codex spiega perch\u00e9 l&amp;#8217;AI non sa ancora fare vero design<\/strong>\n        <small>Per OpenAI il design resta molto pi\u00f9 difficile da valutare del codice, e l\u2019AI oggi funziona meglio come supporto ch&#8230;<\/small>\n      <\/div>\n    <\/a><a class=\"fbp5-related-card\" href=\"https:\/\/www.chinasmartbuy.com\/blog\/samsung-investimento-grail-galleri-asia-diagnosi-precoce-tumori\/\" target=\"_blank\" rel=\"noopener\">\n      <img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/06\/samsung-investe-in-grail-e-porta-galleri-in-asia-per-la-diagnosi-precoce-64ae4912-85b2-417f-a406.webp\" alt=\"Samsung investe in GRAIL e porta Galleri in Asia per la diagnosi precoce dei tumori\" loading=\"lazy\">\n      <div class=\"fbp5-related-body\">\n        <span>samsung<\/span>\n        <strong>Samsung investe in GRAIL e porta Galleri in Asia per la diagnosi precoce dei tumori<\/strong>\n        <small>Samsung investe 110 milioni di dollari in GRAIL e rafforza il lancio asiatico di Galleri, test del sangue per la di&#8230;<\/small>\n      <\/div>\n    <\/a><\/div>\n    <\/section><div class=\"rh-attribution-pills\" style=\"display:flex;gap:10px;flex-wrap:wrap;justify-content:flex-start;margin:16px 0 0\"><a href=\"https:\/\/www.smartworld.it\/news\/tulongfeng-qihoo-360-ai-vulnerabilita-cybersecurity.html\" target=\"_blank\" rel=\"noopener\" title=\"Via: VIA\" aria-label=\"Via: VIA\" 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