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LightLLM vulnerabilities

CVEs whose affected-version data names the LightLLM package. Each record lists the affected and patched versions; check a specific version with the dependency checker or POST /api/sbom.

10 CVEsRSS

CVE-2026-111160High· 7.5PoC
2w ago

LightLLM through 1.2.0 contains a denial of service vulnerability that allows unauthenticated attackers to crash the inference worker by supplying the internal pd_kv_trans_params field to the /generate endpoint

LightLLM through 1.2.0 contains a denial of service vulnerability that allows unauthenticated attackers to crash the inference worker by supplying the internal pd_kv_trans_params field to the /generate endpoint. Attackers can send a sing…

▾ MidnightModelTC · LightLLMEPSS 0.42%via NVD
CVE-2026-103270High· 7.5PoC
4w ago

LightLLM through 1.2.0 mounts reinforcement learning control routes on the public HTTP API without authentication checks

LightLLM through 1.2.0 mounts reinforcement learning control routes on the public HTTP API without authentication checks. Unauthenticated attackers can call endpoints like /pause_generation, /abort_request, /flush_cache, and /init_weight…

▾ MidnightModelTC · LightLLMEPSS 0.51%via NVD
CVE-2026-103243Medium· 5.8PoC
4w ago

LightLLM through 1.2.0 fails to validate image_url and audio_url parameters in multimodal endpoints, allowing unauthenticated attackers to perform server-side request forgery

LightLLM through 1.2.0 fails to validate image_url and audio_url parameters in multimodal endpoints, allowing unauthenticated attackers to perform server-side request forgery. Attackers can supply arbitrary URLs to fetch internal resourc…

▾ TwilightModelTC · LightLLMEPSS 0.31%via NVD
CVE-2026-103395Critical· 9.8PoC
4w ago

LightLLM through 1.2.0 visual_only deployments expose an unauthenticated RPyC service with allow_pickle enabled that deserializes attacker-supplied arguments in the remote_infer_images method

LightLLM through 1.2.0 visual_only deployments expose an unauthenticated RPyC service with allow_pickle enabled that deserializes attacker-supplied arguments in the remote_infer_images method. Attackers can reach the visual RPyC port and…

▾ AbyssalModelTC · LightLLMEPSS 0.62%via NVD
CVE-2026-103042High· 7.5PoC
1mo ago

LightLLM through 1.2.0 contains a memory exhaustion vulnerability in the NCCL control channel when started with --pd_trans_mode nccl, allowing unauthenticated attackers to exhaust KV-transfer worker memory

LightLLM through 1.2.0 contains a memory exhaustion vulnerability in the NCCL control channel when started with --pd_trans_mode nccl, allowing unauthenticated attackers to exhaust KV-transfer worker memory. Attackers can call the exposed…

▾ MidnightModelTC · LightLLMEPSS 0.65%via NVD
CVE-2026-103041Critical· 9.8PoC
1mo ago

LightLLM through 1.2.0 multimodal deployments expose an unauthenticated RPyC cache service with pickle deserialization enabled on all interfaces

LightLLM through 1.2.0 multimodal deployments expose an unauthenticated RPyC cache service with pickle deserialization enabled on all interfaces. Attackers can send crafted serialized objects to exposed cache methods to execute arbitrary…

▾ AbyssalModelTC · LightLLMEPSS 0.77%via NVD
CVE-2026-103040Critical· 9.8PoC
1mo ago

LightLLM through 1.2.0 contains a remote code execution vulnerability in the router profiler service when started with --enable_profiling flag

LightLLM through 1.2.0 contains a remote code execution vulnerability in the router profiler service when started with --enable_profiling flag. The service exposes an unauthenticated RPyC server with pickle deserialization enabled, allow…

▾ AbyssalModelTC · LightLLMEPSS 1.0%via NVD
CVE-2026-96560Critical· 9.8
1mo ago

LightLLM through 1.2.0 contains a remote code execution vulnerability in the KV-transfer worker when started with --pd_trans_mode nccl, which exposes an unauthenticated RPyC control channel that deserializes attacker-supplied data

LightLLM through 1.2.0 contains a remote code execution vulnerability in the KV-transfer worker when started with --pd_trans_mode nccl, which exposes an unauthenticated RPyC control channel that deserializes attacker-supplied data. Attac…

▾ MidnightModelTC · LightLLMEPSS 1.2%via NVD
CVE-2026-93839Critical· 9.8PoC
1mo ago

LightLLM through 1.2.0 contains an authentication bypass vulnerability in the /pd_register WebSocket endpoint that allows unauthenticated attackers to register arbitrary nodes by supplying crafted JSON without peer address validation

LightLLM through 1.2.0 contains an authentication bypass vulnerability in the /pd_register WebSocket endpoint that allows unauthenticated attackers to register arbitrary nodes by supplying crafted JSON without peer address validation. At…

▾ AbyssalModelTC · LightLLMEPSS 0.76%via NVD
CVE-2026-90919Critical· 9.8PoC
1mo ago

LightLLM through 1.2.0 contains a remote code execution vulnerability in the Config Server's unauthenticated /visual_register WebSocket endpoint that passes the first client frame directly to pickle.loads()

LightLLM through 1.2.0 contains a remote code execution vulnerability in the Config Server's unauthenticated /visual_register WebSocket endpoint that passes the first client frame directly to pickle.loads(). Attackers can reach the Confi…

▾ AbyssalModelTC · LightLLMEPSS 1.1%via NVD
LightLLM vulnerabilities (CVEs) · VulnSea