Local Deep Research is an AI-powered research assistant for deep, iterative research. Prior to 1.6.10, the URL checking logic in local-deep-research has a logical flaw that could be bypassed by attackers, leading to SSRF attacks. The current project uses validate_url to validate the input URL. The main logic is to perform security checks on the host portion of the URL extracted by urlparse to prevent SSRF attacks. However, there are indeed differences in parsing between urlparse and the library that actually sends the request. For example, in safe_get, validate_url is first used to perform an SSRF check, and then requests.get is used to send the actual request. This vulnerability is fixed in 1.6.10.
CVE-2026-46526
“—” beside the score: it is equal to NVD's CVSS score.
This medium-severity CVE scores 5.0 under NVD CVSS v3. EPSS exploit probability: 0.4% (33rd percentile of EPSS-scored CVEs). No GitHub Security Advisory CVSS is on record for this CVE.
- CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
A fix is available — apply it.
- CVSS v3
- 5.0
- EG Score
- 5.0MEDIUMmedium confidence
- EG Risk
- 39EG Risk 39/100
EG Risk is EchelonGraph's 0–100 priority score. It fuses impact severity (EG Severity, the CVSS base score, never the KEV-floored or EPSS-lifted EG Score) with real-world exploitation and automatability, under weights EchelonGraph set by hand, so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner.
How it’s computed (value × EchelonGraph’s weight)Severity50% × 45%Impact severity (EG Severity): CVSS 5.0 of 10. Never the KEV-floored or EPSS-lifted EG Score.Exploitation40% × 40%EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.Automatability0% × 15%CISA's SSVC Automatable value: no (Vulnrichment).SSVC (CISA's decision table, applied by EchelonGraph): Track at low or medium mission impact; Track* at high (mission-essential systems).Exploitation public PoC (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE.Action: A fix is available. Apply it within your standard update timelines. - EPSS PROB
- 0.4%
- EPSS %ILE
- 33rd
- KEV
- Not listed
What the EG score is made of (scorer v4.0: the three questions the 0–10 score mixes, published apart · methodology)
The EG score (5.0): severity, escalated by confirmed exploitation. This CVE's 5.0 is its impact severity (EG Severity), not escalated.
- EG Severity
- 5.0 MEDIUMCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.NVD CVSS v3 · CVSS v3.0 or v3.1
- EG Likelihood
- 0.4% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-17). FIRST's exploitation probability, not an EchelonGraph model.
- Confirmed exploitation
- None on record (CISA KEV, EG-KEV Tier 1)Reported apart from the likelihood: an observed fact, not a probability.
- EG Priority
- SSVC Track at medium mission impactTrack at low or medium mission impact; Track* at high (mission-essential systems).CISA BOD 26-04: 60 days if the affected system is publicly exposed; Fix on system upgrade if it is not.Each input and its source: the SSVC and BOD 26-04 blocks below.
SSVC (CISA's decision table, applied by EchelonGraph)Track at low or medium mission impact; Track* at high (mission-essential systems).
A fix is available. Apply it within your standard update timelines.
Exploitation public PoC (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE. Mission impact is CISA's Mission & Well-being decision point, and only you can judge it. CISA's table makes it high when Mission Prevalence is Essential — the vulnerable component "directly provides capabilities that constitute at least one MEF for at least one entity" (MEF: mission essential function) — or when Public Well-Being Impact is Irreversible: "multiple fatalities are likely", the cyber-physical system "is likely lost or destroyed", "extreme or serious externalities" are imposed on other parties, or social systems such as elections or the financial grid "are destabilized and potentially collapse". CISA's decision table
BOD 26-04 (CISA's remediation timeline, Table 1)60 days if the affected system is publicly exposed; Fix on system upgrade if it is not.
In CISA KEV no (CISA's KEV catalog) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). Whether your system is publicly exposed is yours to answer. BOD 26-04 binds US Federal Civilian Executive Branch agencies; for anyone else it is CISA's published timeline, a reference rather than an obligation. The directive · how EchelonGraph applies it
Published
May 28, 2026
Last Modified
June 1, 2026
Advisory Details (6)
Auto-updated Jun 16, 2026SSRF bypass in `safe_get` · Advisory · LearningCircuit/local-deep-research · GitHub
https://github.com/LearningCircuit/local-deep-research/security/advisories/GHSA-g23j-2vwm-5c25Release 1.6.10
Patch available: LearningCircuit/local-deep-research v1.6.10
https://github.com/LearningCircuit/local-deep-research/releases/tag/v1.6.10security: block IPv6 transition prefixes in SSRF defense
Fix merged in LearningCircuit/local-deep-research PR #3932 on 2026-05-10 — awaiting tagged release
https://github.com/LearningCircuit/local-deep-research/pull/3932test(security): lock in real-world URL fixtures + behavior changes from #3873/#3882
Fix merged in LearningCircuit/local-deep-research PR #3889 on 2026-05-09 — awaiting tagged release
https://github.com/LearningCircuit/local-deep-research/pull/3889fix(security): harden SSRF metadata blocks and redact log userinfo
Fix merged in LearningCircuit/local-deep-research PR #3882 on 2026-05-08 — awaiting tagged release
https://github.com/LearningCircuit/local-deep-research/pull/3882fix(security): SSRF parser-differential bypass (GHSA-g23j-2vwm-5c25)
Fix merged in LearningCircuit/local-deep-research PR #3873 on 2026-05-08 — awaiting tagged release
https://github.com/LearningCircuit/local-deep-research/pull/3873Vendor Advisories for CVE-2026-46526(1)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
Affected Packages
(1 across 1 ecosystem)
PyPI(1)
| Package | Vulnerable range | Fix by version range | Dependents |
|---|---|---|---|
| local-deep-research | 0.1.0 ... 1.6.9 (142 versions) |
| — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 8× in last 7d / 31× in last 30d)
Each row is a time one of our pipelines fetched, updated or re-scored this CVE. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. An arrow marks a change the record states ("CVSS v3 → 9.1"); EPSS and GHSA rows show the values recorded at that time, not what changed (EPSS values are rounded; hover one for the exact figures). Most recent first.
Showing the most recent 100 of 178 refreshes on record for this CVE.
A repeat, a row identical to one the same pipeline wrote less than 10 seconds earlier, is not a separate refresh and is not counted. None are among the latest 100 rows. The 78 oldest rows on record are not shown and were not checked, so the counts can still include repeats.
- 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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- 2026-10-18 03:37 UTCEG score recompute
- 2026-10-17 16:34 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
- 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
- 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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- 2026-10-12 16:02 UTCEG score recompute
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- 2026-10-11 13:48 UTCEPSS rescoreEPSS 0.4% · 32nd percentile
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- 2026-10-03 15:18 UTCOSV refresh
- 2026-10-03 14:25 UTCEPSS rescoreEPSS 0.4% · 32nd percentile
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- 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.4% · 32nd percentile
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- 2026-09-26 00:27 UTCEPSS rescoreEPSS 0.4% · 32nd percentile
- 2026-09-23 17:53 UTCEPSS rescoreEPSS 0.2% · 16th percentile
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- 2026-09-14 06:39 UTCEG score recompute
- 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.2% · 16th percentile
- 2026-09-13 02:09 UTCOSV refresh
- 2026-09-12 15:01 UTCEPSS rescoreEPSS 0.2% · 16th percentile
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- 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.2% · 16th percentile
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- 2026-08-14 00:57 UTCEG score recompute
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Related CVEs(same product + same CWE)
Frequently asked(5)
What is CVE-2026-46526?
When was the CVE record for CVE-2026-46526 published?
Is CVE-2026-46526 actively exploited?
What is the CVSS score of CVE-2026-46526?
How do I remediate CVE-2026-46526?
Dependency Blast Radius
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