Aller au contenu

Données ouvertes

Bibliothèque

Jeux de données ouverts, entièrement documentés — interrogeables ici, et lisibles par n’importe quel LLM.

Les titres et les descriptions proviennent des sources de données, en anglais.

4 jeux de données

weekly

  • DeFiLlama protocol intelligence (derived)

    DeFi protocol TVL intelligence leaderboard (weekly)

    Weekly intelligence leaderboard of the top 200 DeFi protocols by total value locked, built from keyless DeFiLlama data: as-of-anchored TVL with 7/30/90-day changes, protocol-family entity resolution (aave-v2/v3/v4 -> aave), a documented 0-100 momentum score with deterministic tvl_rank/momentum_rank, new/fast-grower/drawdown flags, and category concentration (share + HHI). Centralized exchanges and chain aggregates are excluded by design. Protocol-level complement to the chain-level defi-tvl-signals series. All rows normalized to country_code WLD. Raw data: DeFiLlama (keyless API).

    • defi
    • tvl
    • crypto
    • blockchain
    lignes
    200
    Qualité
    92
    Mis à jour
    25 sept. 2026
    À jour
    Licence
    Licence incertaine

  • GitHub Security Advisories, weekly digest (agent-curated)

    New open-source package security advisories (weekly)

    Weekly digest of newly published GitHub Security Advisories (GHSA) that map to real package ecosystems (pip, npm, go, maven, composer, crates.io, ...). Every advisory published in the trailing 7 complete days with at least one package ``vulnerabilities`` mapping is deduplicated on ghsa_id, normalized across ecosystems (sorted ecosystem:name package set, CVE id, CWE list, affected version ranges, fix availability), and enriched: GitHub severity + CVSS base score -> 0-10 severity_score, GitHub-attached EPSS score/percentile, and a match against a curated ~170-package data/ML universe (ml_stack flag, ml_categories, package_criticality tier 1 foundational .. 3 niche). A documented 0-100 risk_score = 100*(0.50*severity + 0.30*EPSS percentile + 0.20*unpatched) is ranked as risk_rank (ties: CVSS desc, ghsa_id asc) and bucketed into risk_tier p1..p4. Advisories without a package mapping (CVE-imported records with no dependency-triage value) and withdrawn advisories are excluded. Week-granular as-of stamping makes same-window re-runs hash-identical. Columns: snapshot week, fetch timestamp, GHSA id, CVE id, publish and update timestamps, summary, description, severity, CVSS score/vector, EPSS score/percentile, CWEs, packages, ecosystems, ML-stack flag/categories/criticality, fix flag, affected ranges, references, source URL, risk score/tier/rank. Primary key: (snapshot_week, ghsa_id). Cadence: weekly. Nullability: cve_id null when the advisory carries no CVE identifier; cvss_score null when neither cvss.score nor cvss_severities carries a numeric score (severity map used instead); epss_* null when GitHub attaches no EPSS. Caveats: risk_score is a triage heuristic, not a quantified risk measure; version ranges are GitHub-curated and occasionally coarse; the ML universe is curated, not exhaustive. The underlying GitHub Advisory Database is CC-BY-4.0 (commercial_use = yes, attribution required); severity scores, EPSS values and the risk ranking are derived signals computed by this connector. Sample use: filter ml_stack = 1 for the advisories touching your data/ML dependencies, order by risk_rank for what to patch first.

    • technology
    • cybersecurity
    • signals
    • advisories
    lignes
    205
    Qualité
    100
    Mis à jour
    25 sept. 2026
    À jour
    Licence
    Usage commercial OK

  • NVD CVE disclosures + FIRST EPSS (agent-curated)

    New CVE disclosures with patch-priority intelligence (weekly)

    Weekly intelligence over newly disclosed CVEs: every CVE published by NIST NVD in the trailing 7 complete days (2026-09-18 → 2026-09-25 for this snapshot), joined with the FIRST EPSS daily 30-day exploitation-probability scores and scored for remediation triage. Each row carries the CVSS base score and severity (v3.1 preferred, then v3.0, then v2.0), exploitability metrics (attack vector / complexity / privileges required / user interaction), a remote-no-auth flag, the record's CWE ids mapped to one of 13 deterministic exploit categories, a 400-char plain-English summary, reference count, EPSS score + percentile + score date, and a documented 0-100 priority_score (45% CVSS + 35% EPSS percentile + 20% remote-exploitability bonus) ranked as disclosure_rank with p1–p4 priority tiers. Columns: ISO week, as-of date, CVE id / NVD URL / published / last-modified timestamps, summary, reference count, CVSS version/score/severity, the four exploitability metrics, remote-no-auth flag, CWE ids, exploit category, EPSS score/percentile/missing flag/score date, priority score/tier/rank, row hash. Primary key: (week, cve_id). Cadence: weekly. Nullability: cvss_* null when unrecorded; exploitability metrics null for v2-only records without a v3 vector; epss null with epss_missing=1 for CVEs absent from the EPSS feed. Caveats: ~2.5k CVEs/week — priority_score is a triage heuristic, not quantified risk; CWE coverage is incomplete; vendor/product columns were dropped (CPE configurations cover <2% of weekly disclosures). Agent-curated by intel-4 (2026-09-25): collection = keyless NVD API + EPSS CSV; transformation = dedupe + CVSS selection + CWE categorization + EPSS join + priority scoring. NVD content is public domain; EPSS is free of charge with no stated redistribution license — commercial_use = unclear. Sample use: order by disclosure_rank for this week's patch-priority list, or filter exploit_category = 'command-injection' and remote_no_auth = true for the internet-exposed RCE set.

    • technology
    • cybersecurity
    • signals
    • vulnerability
    lignes
    2 520
    Qualité
    90
    Mis à jour
    25 sept. 2026
    À jour
    Licence
    Licence incertaine

  • DeFiLlama Stablecoins API (keyless)

    Stablecoin supply & peg-health intelligence (weekly)

    Weekly stablecoin market intelligence for the 400+ pegged assets tracked by DeFiLlama's keyless stablecoins API (snapshot as of 2026-09-25). Each row is one pegged asset (DeFiLlama asset_id primary key — symbols are not unique upstream, e.g. five assets share 'USDS') with circulating supply in USD, trailing 1d/7d/30d supply changes (null when the upstream mark is missing — never interpolated), dominance share of total tracked supply, deterministic supply rank, and per-chain supply breadth (n_chains, top_chain, top_chain_share_pct). For peggedUSD assets with a live price: peg deviation in basis points, a 0-100 peg-health score (100 minus one point per basis point off par), and a depeg flag above 200 bps. A 0-100 supply-momentum score min-max normalizes the winsorized (+/-50%) 7d supply change; fast_grower_flag marks >=10% 7d growth on a >=$10M base. Peg mechanism is normalized ('crytpo-backed' typo fixed) against a closed enum. Method: single keyless DeFiLlama call, id-keyed entity resolution, documented scoring, phone-PII screen, fixed as-of stamping so identical input hashes identically. Caveats: live prices tick, so later re-fetches mint new snapshots; yield-bearing tokens (USYC, USDY) trade above par by design and trip the positive side of depeg_flag — it is a screen, not a verdict; non-USD pegs carry null peg metrics. Agent-curated by intel-4 (2026-09-25T08:55Z). DeFiLlama docs grant no explicit redistribution rights for raw values — commercial_use = unclear, attribution required. Sample use: order by supply_rank for the stablecoin leaderboard, filter depeg_flag for peg stress, or watch supply_momentum_score for liquidity rotation.

    • crypto
    • stablecoins
    • defi
    • blockchain
    lignes
    427
    Qualité
    89
    Mis à jour
    25 sept. 2026
    À jour
    Licence
    Licence incertaine

Utiliser votre propre clé d’IA

Une fois l’allocation gratuite du jour épuisée, les fonctions d’IA peuvent passer par votre propre compte fournisseur.

Conservée uniquement dans cet onglet (effacée à sa fermeture) et envoyée avec chaque requête d’IA. Nos serveurs l’utilisent pour cette requête et ne la stockent ni ne la journalisent jamais.