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Issue title

Unsafe PyTorch Model Loading

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Top 5 (default)
Severity Rule Title File:line
MED SEC031 [SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like … vllm/tool_parsers/pythonic_tool_parser.…:48
MED SEC031 [SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like … vllm/tool_parsers/olmo3_tool_parser.py:50
MED SEC031 [SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like … vllm/tool_parsers/llama4_pythonic_tool_…:46
MED SEC014 [SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing ma… vllm/entrypoints/openai/cli_args.py:265
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… vllm/model_executor/models/adapters.py:95
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… benchmarks/multi_turn/benchmark_serving…:565
MED SEC014 [SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing ma… vllm/entrypoints/api_server.py:173
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… vllm/renderers/embed_utils.py:29
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. vllm/distributed/parallel_state.py:721
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. vllm/compilation/caching.py:129
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. benchmarks/kernels/graph_machete_bench.…:26
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … vllm/benchmarks/latency.py:103
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … benchmarks/benchmark_ngram_proposer.py:55
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … benchmarks/benchmark_prefix_caching.py:139
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… vllm/compilation/wrapper.py:245
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… vllm/env_override.py:578
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… setup.py:464
MED DKR003 Compose service `grafana` image uses the latest tag examples/observability/prometheus_grafa…:13
MED DKR003 Compose service `prometheus` image uses the latest tag examples/observability/prometheus_grafa…:4
MED DKR017 Dockerfile installs dependencies after copying the full source tree docker/Dockerfile.nightly_torch:109
MED DKR017 Dockerfile installs dependencies after copying the full source tree docker/Dockerfile:778
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.rocm:567
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile:904
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.xpu:115
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.tpu:4
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.rocm_base:313
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.ppc64le:278
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.nightly_torch:257
MED DKR001 Docker final stage has no non-root USER docker/Dockerfile.cpu:240
MED AIC001 Parallel implementation file sits beside a canonical file vllm/v1/executor/ray_executor_v2.py:1
MED AIC001 Parallel implementation file sits beside a canonical file vllm/model_executor/models/mimo_v2.py:1
MED AIC001 Parallel implementation file sits beside a canonical file vllm/model_executor/models/hyperclovax_…:1
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … examples/generate/multimodal/vision_lan…:391
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … .buildkite/scripts/tool_call/run-bfcl-e…:156
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … vllm/model_executor/models/granite_spee…:868
MED DKR004 Docker build secret exposed through ARG docker/Dockerfile.rocm:65
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.xpu:101
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.tpu:14
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.s390x:228
MED DKR004 Docker build secret exposed through ARG docker/Dockerfile.rocm_base:70
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.ppc64le:335
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.nightly_torch:105
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile.cpu:115
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore docker/Dockerfile:436
MED AGT012 Agent control bridge may listen on a network interface without visible auth examples/tool_calling/openai_responses_…:30
MED AGT012 Agent control bridge may listen on a network interface without visible auth examples/deployment/chart-helm/values.y…:2
MED AGT015 Remote install command pipes network code directly to a shell docs/getting_started/installation/cpu.s…:40
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. vllm/platforms/cpu.py:57
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. vllm/utils/cpu_resource_utils.py:167
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/moe_int4.cpp:15
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/moe_fp8.cpp:17
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/moe_fp8.cpp:1
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/moe.cpp:259
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/gemm_int8.cpp:262
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/gemm_int4.cpp:667
LOW AIC003 Duplicated implementation block across source files csrc/cpu/sgl-kernels/gemm.h:180
LOW AIC003 Duplicated implementation block across source files csrc/cpu/micro_gemm/cpu_micro_gemm_amx.…:39
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_x86.hpp:652
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_x86.hpp:651
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_x86.hpp:32
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_vxe.hpp:528
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_vxe.hpp:7
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_vsx.hpp:500
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_types_scalar.hpp:292
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vxe.hpp:190
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vsx.hpp:174
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_rvv.hpp:106
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vxe.hpp:233
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vxe.hpp:62
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vsx.hpp:90
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vec16.hpp:117
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vec16.hpp:5
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vec.hpp:189
LOW AIC003 Duplicated implementation block across source files csrc/cpu/cpu_attn_vec.hpp:151
LOW AIC003 Duplicated implementation block across source files vllm/tokenizers/deepseek_v4.py:45
LOW AIC003 Duplicated implementation block across source files vllm/renderers/deepseek_v4.py:21
LOW AIC003 Duplicated implementation block across source files vllm/model_executor/models/mimo_v2.py:30
LOW AIC003 Duplicated implementation block across source files vllm/model_executor/models/mimo_v2.py:27
LOW AIC003 Duplicated implementation block across source files vllm/model_executor/models/hy_v3.py:24
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.rocm:33
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.xpu:125
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.xpu:8
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.rocm_base:173
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.rocm_base:109
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.rocm_base:46
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.nightly_torch:173
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.nightly_torch:23
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile.cpu:31
LOW DKR010 Dockerfile leaves apt package indexes in the image layer docker/Dockerfile:765
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:532
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:524
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:519
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:442
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm:430
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:425
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:397
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:393
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:365
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:327
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:241
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:161
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:118
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:37
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm:33
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:867
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.xpu:174
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.xpu:159
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.xpu:125
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.xpu:118
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.xpu:109
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.xpu:85
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.tpu:34
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.tpu:31
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.tpu:26
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.tpu:8
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:266
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:235
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:201
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:189
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:129
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:110
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:97
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:44
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.s390x:36
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:314
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:267
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:263
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:260
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:238
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:221
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:199
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:189
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:178
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:176
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm_base:173
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:148
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:110
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm_base:109
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm_base:62
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm_base:61
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.rocm_base:46
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:498
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.rocm:421
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:342
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:324
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:302
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:238
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:228
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:164
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:132
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:86
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.ppc64le:57
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:277
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:268
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:250
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:237
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:216
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:208
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:204
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:188
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.nightly_torch:173
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:109
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:82
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:79
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:71
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.nightly_torch:47
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.nightly_torch:38
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile.nightly_torch:23
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:249
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:213
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:199
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:187
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:175
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:165
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:150
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:112
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile.cpu:61
LOW DKR008 .dockerignore misses sensitive defaults .dockerignore
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:838
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:798
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:778
LOW DKR011 Dockerfile installs recommended OS packages docker/Dockerfile:765
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:722
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:699
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:675
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:643
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:631
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:609
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:512
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:418
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:257
LOW DKR012 Dockerfile keeps pip download cache docker/Dockerfile:201
LOW AIC005 Duplicate top-level symbol appears in a patch-style file vllm/model_executor/models/deepseek_v2.…:1
LOW AIC005 Duplicate top-level symbol appears in a patch-style file vllm/model_executor/models/hunyuan_v1.py:1
LOW DKC010 Compose service lacks no-new-privileges hardening examples/observability/prometheus_grafa…:13
LOW DKC010 Compose service lacks no-new-privileges hardening examples/observability/prometheus_grafa…:4
LOW AIC002 Source file name looks like an AI patch artifact vllm/transformers_utils/configs/hy_v3.py:1
LOW AIC002 Source file name looks like an AI patch artifact vllm/transformers_utils/configs/deepsee…:1
LOW DKC006 Compose service does not declare a runtime user examples/observability/prometheus_grafa…:13
LOW DKC006 Compose service does not declare a runtime user examples/observability/prometheus_grafa…:4
Reset to top 5 200 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `vllm-project/vllm`

**Score: 61/100 (C)**  ·  345 findings  ·  scanned 2026-05-16 13:37 UTC  ·  1,190,989 LOC

| Severity | Count |
|---|---|
| CRITICAL | 3 |
| HIGH | 25 |
| MEDIUM | 49 |
| LOW | 156 |

📊 [Full filterable report](https://repobility.com/scan/cea585c0-944b-4614-9116-8abca2930bfe/)  ·  ![scorecard](https://repobility.com/scan/cea585c0-944b-4614-9116-8abca2930bfe/report.png?v=1778938674-s2)

### Top findings

1. **MEDIUM** `SEC031` — Catastrophic Backtracking Regex (ReDoS)
   `vllm/tool_parsers/pythonic_tool_parser.py:48` · CWE-1333
2. **MEDIUM** `SEC031` — Catastrophic Backtracking Regex (ReDoS)
   `vllm/tool_parsers/olmo3_tool_parser.py:50` · CWE-1333
3. **MEDIUM** `SEC031` — Catastrophic Backtracking Regex (ReDoS)
   `vllm/tool_parsers/llama4_pythonic_tool_parser.py:46` · CWE-1333
4. **MEDIUM** `SEC014` — SSL Verification Disabled
   `vllm/entrypoints/openai/cli_args.py:265` · A02:2021 Cryptographic Failures
5. **MEDIUM** `SEC011` — Unsafe PyTorch Model Loading
   `vllm/model_executor/models/adapters.py:95` · A08:2021 Software & Data Integrity Failures

---

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