Research Advisory

Live threat intel. Analyzed every six hours.

Exploited vulnerabilities, adversary and leak-site tracking, malware indicators, supply-chain advisories, and the signal from trusted security partners and X — collected continuously, reviewed by the NIDSARK research agent four times a day.

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Vulnerabilities · exploitation status · EPSS

CVEVendor / productCVSSEPSSExploitationRansomwareDate

Nothing matches this filter in the current window.

EPSS is the FIRST.org probability that a CVE is exploited in the next 30 days. Sorted by exploitation status, then EPSS, then CVSS.

Software supply chain · GitHub Security Advisoriesreviewed · critical

AdvisoryPackageSummarySeverityPublished

No supply-chain advisories in the current window.

Ransomware leak-site activity · 7 days{{ leakStamp }}

Group24h7dTrendSectors hit

Leak-site tracking is not available in this window.

Counts are victim postings observed on extortion leak sites. Victim organisations are intentionally not listed here.

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Dossier

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Attribution · reported{{ a.origin }}

Targeting

Techniques · MITRE ATT&CK

Tooling

Sources

Confidence {{ a.confidence }}Front ↻

No adversary profiles yet. The first AI run seeds the tracker.

Malware families · last 24 hours{{ iocTotal }} indicators

FamilyIOCsShareTypesConf.

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Indicator ingestion is not enabled. Add an abuse.ch key to the collector.

Recent indicators · defangedThreatFox

{{ i.value }} {{ i.type }}{{ i.family }}{{ i.when }}conf {{ i.confidence }}%ThreatFox ↗

No indicators in the current window.

Indicators are defanged and never rendered as links. Re-fang only inside controlled tooling.

What is in the wind · X trends{{ briefStamp }}

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Darknet watch · leak sites and underground forums{{ darknetCount }} observations

NIDSARK recommends — {{ dk.recommends }}

No darknet observations in this window.

Claims from leak sites and forums stay "Reported" until a second source corroborates them. Alleged victims are described by sector and country unless the organisation or a regulator has confirmed the incident. No credentials, samples, onion addresses or forum links are ever reproduced.

Notable posts · allow-listed handles{{ xCount }} posts

@{{ x.handle }} · {{ x.when }} {{ x.summary }}

No X signal in this window.

Handles monitored{{ handleCount }} accounts

Government, vendors and researchers

Darknet and leak-site monitoring

The agent cannot read accounts outside these lists, and a single post never rates above "Reported". Each six-hour run reads ten accounts: the priority set plus a rotating slice of the rest, so every account is covered across a day.{{ xUsedNote }}

Industry pulse · AI{{ briefStamp }}

NIDSARK recommends — {{ n.recommends }}

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Trusted sources · advisories and research

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Nothing from this source class in the current window.

How this page is built

Two layers. The live layer pulls public, machine-readable sources every 15 minutes with no AI involved: the CISA Known Exploited Vulnerabilities catalog, the NVD, FIRST EPSS scores, GitHub Security Advisories, abuse.ch ThreatFox, the ransomware leak-site tracker, government and vendor PSIRT feeds, partner research, and Cloudflare Radar. The AI layer runs four times a day. It reads the live snapshot, searches allow-listed X accounts and the web, and returns a structured brief.

Validation before publication. Every CVE id the model cites must exist in the live layer or resolve on the NVD, or it is dropped. "Confirmed" needs two independent sources; one good source is "Likely"; a single social post is "Reported". Actor names are normalized through an alias table so profiles accumulate on one record.

Security of the pipeline. Retrieved posts and pages are treated as untrusted data: model output is forced through a strict schema, stripped of markup and control characters, and only http(s) sources are kept. Indicators are defanged and never linked. Leak-site victims are published as group, sector, country, and date only. The public API is read-only and served from this origin.

Attribution. Origin is always stated as reported by the cited source. NIDSARK does not assert nation-state attribution on this page.

Stale beats wrong. If a source or the AI run fails, the previous snapshot stays up with its timestamp. Nothing on this page is ever generated to fill a gap.

Machine-readable: GET /api/advisory/snapshot. This page is informational and is not a substitute for an engagement. For an incident in progress, call +1 (571) 488-1043.

Source status{{ liveStamp }}

Cadence Live collector every {{ liveCadence }} minutes · AI research run every {{ aiCadence }} hours · model {{ model }}

Tailored intelligence

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