CRIT
MINED116
Workflow uses `secrets.SLACK_WEBHOOK_URL_YOLO` on a `pull_request` trigger
.github/workflows/ci-testing.yml:155
CRIT
MINED116
Workflow uses `secrets.BRAVE_API_KEY` on a `pull_request` trigger
.github/workflows/format.yml:35
CRIT
MINED116
Workflow uses `secrets.OPENAI_API_KEY` on a `pull_request` trigger
.github/workflows/format.yml:34
CRIT
MINED116
Workflow uses `secrets._GITHUB_TOKEN` on a `pull_request` trigger
.github/workflows/format.yml:27
CRIT
GHSA-53q9-r3pm-6pq6
torch: GHSA-53q9-r3pm-6pq6
requirements.txt
CRIT
GHSA-47fc-vmwq-366v
torch: GHSA-47fc-vmwq-366v
requirements.txt
CRIT
GHSA-pr76-5cm5-w9cj
gitpython: GHSA-pr76-5cm5-w9cj
requirements.txt
CRIT
GHSA-8q59-q68h-6hv4
pyyaml: GHSA-8q59-q68h-6hv4
requirements.txt
HIGH
MINED006
[MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and Syste…
utils/loggers/wandb/wandb_utils.py:171
HIGH
SEC103
[SEC103] LDAP injection — non-constant search filter: User input concatenated into an LDA…
utils/loggers/clearml/clearml_utils.py:182
HIGH
SEC135
[SEC135] Auth/permission check missing on AI-generated endpoint: Mutating HTTP endpoint g…
utils/flask_rest_api/restapi.py:26
HIGH
MINED034
[MINED034] Python Subprocess Shell True: subprocess(..., shell=True) enables command inje…
utils/downloads.py:29
HIGH
SEC078
[SEC078] Python: requests without timeout: requests.get/post without a timeout will hang …
utils/flask_rest_api/example_request.py:15
HIGH
SEC078
[SEC078] Python: requests without timeout: requests.get/post without a timeout will hang …
utils/downloads.py:35
HIGH
SEC029
[SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTT…
utils/flask_rest_api/example_request.py:15
HIGH
SEC029
[SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTT…
utils/downloads.py:19
HIGH
MINED104
[MINED104] Chmod 777: chmod 777 makes a file or directory world-readable, world-writable,…
utils/aws/userdata.sh:12
HIGH
MINED036
[MINED036] Python Os System Call: os.system() invokes shell with no escaping.
utils/__init__.py:76
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:378
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:376
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:390
HIGH
MINED108
`self.frame` used but never assigned in __init__
utils/dataloaders.py:384
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:369
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:367
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:365
HIGH
MINED108
`self.count` used but never assigned in __init__
utils/dataloaders.py:360
HIGH
MINED108
`self.batch_sampler` used but never assigned in __init__
utils/dataloaders.py:236
HIGH
MINED108
`self.dataset` used but never assigned in __init__
utils/dataloaders.py:141
HIGH
MINED108
`self.rank` used but never assigned in __init__
utils/dataloaders.py:141
HIGH
MINED108
`self.num_samples` used but never assigned in __init__
utils/dataloaders.py:148
HIGH
MINED108
`self.num_replicas` used but never assigned in __init__
utils/dataloaders.py:141
HIGH
MINED108
`self.num_samples` used but never assigned in __init__
utils/dataloaders.py:150
HIGH
MINED108
`self.epoch` used but never assigned in __init__
utils/dataloaders.py:138
HIGH
MINED108
`self.seed` used but never assigned in __init__
utils/dataloaders.py:138
HIGH
MINED108
`self.shuffle` used but never assigned in __init__
utils/dataloaders.py:143
HIGH
MINED108
`self.drop_last` used but never assigned in __init__
utils/dataloaders.py:147
HIGH
MINED108
`self._timeout_handler` used but never assigned in __init__
utils/general.py:233
HIGH
MINED108
`self.time` used but never assigned in __init__
utils/general.py:207
HIGH
MINED108
`self.start` used but never assigned in __init__
utils/general.py:207
HIGH
MINED108
`self.dt` used but never assigned in __init__
utils/general.py:208
HIGH
MINED108
`self.dt` used but never assigned in __init__
utils/general.py:207
HIGH
MINED108
`self.time` used but never assigned in __init__
utils/general.py:202
HIGH
MINED108
`self.start` used but never assigned in __init__
utils/general.py:202
HIGH
COMP001
[COMP001] High cognitive complexity: Function `run` has cognitive complexity 67 (SonarSou…
classify/predict.py:68
HIGH
MINED115
Action `slackapi/slack-github-action` pinned to mutable ref `@v3.0.3`
.github/workflows/ci-testing.yml:152
HIGH
MINED115
Action `astral-sh/setup-uv` pinned to mutable ref `@v7`
.github/workflows/ci-testing.yml:71
HIGH
MINED115
Action `actions/setup-python` pinned to mutable ref `@v6`
.github/workflows/ci-testing.yml:68
HIGH
MINED115
Action `actions/checkout` pinned to mutable ref `@v6`
.github/workflows/ci-testing.yml:67
HIGH
MINED115
Action `astral-sh/setup-uv` pinned to mutable ref `@v7`
.github/workflows/ci-testing.yml:33
HIGH
MINED115
Action `actions/setup-python` pinned to mutable ref `@v6`
.github/workflows/ci-testing.yml:30
HIGH
MINED115
Action `actions/checkout` pinned to mutable ref `@v6`
.github/workflows/ci-testing.yml:29
HIGH
MINED115
Action `actions/setup-python` pinned to mutable ref `@v6`
.github/workflows/merge-main-into-prs.y…:27
HIGH
MINED115
Action `actions/checkout` pinned to mutable ref `@v6`
.github/workflows/merge-main-into-prs.y…:24
HIGH
MINED115
Action `actions/stale` pinned to mutable ref `@v10`
.github/workflows/stale.yml:17
HIGH
MINED115
Action `ultralytics/actions` pinned to mutable ref `@main`
.github/workflows/format.yml:25
HIGH
MINED115
Action `contributor-assistant/github-action` pinned to mutable ref `@v2.6.1`
.github/workflows/cla.yml:30
HIGH
MINED115
Action `actions/checkout` pinned to mutable ref `@v6`
.github/workflows/docker.yml:22
HIGH
MINED115
Action `ultralytics/actions/retry` pinned to mutable ref `@main`
.github/workflows/links.yml:59
HIGH
MINED115
Action `ultralytics/actions/retry` pinned to mutable ref `@main`
.github/workflows/links.yml:33
HIGH
MINED115
Action `actions/checkout` pinned to mutable ref `@v6`
.github/workflows/links.yml:25
HIGH
MINED119
Dockerfile `ADD https://ultralytics.com/assets/Arial.ttf`
utils/docker/Dockerfile:10
HIGH
MINED118
Dockerfile FROM `pytorch/pytorch:2.8.0-cuda12.8-cudnn9-runtime` not pinned by digest
utils/docker/Dockerfile:7
HIGH
MINED118
Dockerfile FROM `gcr.io/google-appengine/python (no tag)` not pinned by digest
utils/google_app_engine/Dockerfile:1
HIGH
GHSA-2g68-c3qc-8985
werkzeug: GHSA-2g68-c3qc-8985
utils/google_app_engine/additional_requ…
HIGH
GHSA-38jv-5279-wg99
urllib3: GHSA-38jv-5279-wg99
requirements.txt
HIGH
PYSEC-2026-142
urllib3: PYSEC-2026-142
requirements.txt
HIGH
PYSEC-2026-141
urllib3: PYSEC-2026-141
requirements.txt
HIGH
PYSEC-2026-139
torch: PYSEC-2026-139
requirements.txt
HIGH
PYSEC-2025-209
torch: PYSEC-2025-209
requirements.txt
HIGH
PYSEC-2025-208
torch: PYSEC-2025-208
requirements.txt
HIGH
PYSEC-2025-207
torch: PYSEC-2025-207
requirements.txt
HIGH
PYSEC-2025-206
torch: PYSEC-2025-206
requirements.txt
HIGH
PYSEC-2025-205
torch: PYSEC-2025-205
requirements.txt
HIGH
PYSEC-2025-204
torch: PYSEC-2025-204
requirements.txt
HIGH
PYSEC-2025-203
torch: PYSEC-2025-203
requirements.txt
HIGH
PYSEC-2025-198
torch: PYSEC-2025-198
requirements.txt
HIGH
PYSEC-2025-191
torch: PYSEC-2025-191
requirements.txt
HIGH
PYSEC-2024-259
torch: PYSEC-2024-259
requirements.txt
HIGH
PYSEC-2024-252
torch: PYSEC-2024-252
requirements.txt
HIGH
PYSEC-2024-251
torch: PYSEC-2024-251
requirements.txt
HIGH
PYSEC-2024-250
torch: PYSEC-2024-250
requirements.txt
HIGH
PYSEC-2025-49
setuptools: PYSEC-2025-49
requirements.txt
HIGH
PYSEC-2023-114
scipy: PYSEC-2023-114
requirements.txt
HIGH
PYSEC-2023-102
scipy: PYSEC-2023-102
requirements.txt
HIGH
GHSA-whj4-6x5x-4v2j
pillow: GHSA-whj4-6x5x-4v2j
requirements.txt
HIGH
GHSA-pwv6-vv43-88gr
pillow: GHSA-pwv6-vv43-88gr
requirements.txt
HIGH
GHSA-cfh3-3jmp-rvhc
pillow: GHSA-cfh3-3jmp-rvhc
requirements.txt
HIGH
PYSEC-2026-165
pillow: PYSEC-2026-165
requirements.txt
HIGH
GHSA-q799-q27x-vp7w
opencv-python: GHSA-q799-q27x-vp7w
requirements.txt
HIGH
GHSA-fw99-f933-rgh8
opencv-python: GHSA-fw99-f933-rgh8
requirements.txt
HIGH
GHSA-fm39-cw8h-3p63
opencv-python: GHSA-fm39-cw8h-3p63
requirements.txt
HIGH
GHSA-8849-5h85-98qw
opencv-python: GHSA-8849-5h85-98qw
requirements.txt
HIGH
GHSA-3448-vrgh-85xr
opencv-python: GHSA-3448-vrgh-85xr
requirements.txt
HIGH
PYSEC-2023-183
opencv-python: PYSEC-2023-183
requirements.txt
HIGH
GHSA-x2qx-6953-8485
gitpython: GHSA-x2qx-6953-8485
requirements.txt
HIGH
GHSA-v87r-6q3f-2j67
gitpython: GHSA-v87r-6q3f-2j67
requirements.txt
HIGH
GHSA-mv93-w799-cj2w
gitpython: GHSA-mv93-w799-cj2w
requirements.txt
HIGH
GHSA-7545-fcxq-7j24
gitpython: GHSA-7545-fcxq-7j24
requirements.txt
HIGH
GHSA-2mqj-m65w-jghx
gitpython: GHSA-2mqj-m65w-jghx
requirements.txt
HIGH
PYSEC-2023-165
gitpython: PYSEC-2023-165
requirements.txt
HIGH
PYSEC-2023-161
gitpython: PYSEC-2023-161
requirements.txt
HIGH
PYSEC-2023-137
gitpython: PYSEC-2023-137
requirements.txt
MED
SEC123
[SEC123] Production stack trace / debug output exposed: Debug mode left on in production …
utils/flask_rest_api/restapi.py:71
MED
MINED111
Bare except continues silently
utils/segment/plots.py:145
MED
MINED111
Bare except continues silently
utils/flask_rest_api/restapi.py:51
MED
MINED111
Bare except continues silently
models/yolo.py:492
MED
MINED111
Bare except continues silently
utils/plots.py:488
MED
MINED111
Bare except continues silently
utils/downloads.py:120
MED
MINED111
Bare except continues silently
utils/downloads.py:117
MED
MINED111
Bare except continues silently
utils/downloads.py:114
MED
MINED111
Bare except continues silently
utils/torch_utils.py:193
MED
MINED111
Bare except continues silently
utils/torch_utils.py:203
MED
MINED111
Bare except continues silently
utils/torch_utils.py:182
MED
MINED111
Bare except continues silently
utils/torch_utils.py:390
MED
MINED111
Bare except continues silently
utils/torch_utils.py:316
MED
MINED111
Bare except continues silently
utils/torch_utils.py:108
MED
MINED111
Bare except continues silently
utils/dataloaders.py:595
MED
MINED111
Bare except continues silently
utils/dataloaders.py:1171
MED
MINED111
Bare except continues silently
utils/general.py:1274
MED
MINED111
Bare except continues silently
utils/general.py:367
MED
MINED111
Bare except continues silently
export.py:743
MED
MINED111
Bare except continues silently
export.py:624
MED
MINED111
Bare except continues silently
hubconf.py:85
MED
MINED111
Bare except continues silently
benchmarks.py:204
MED
COMP001
[COMP001] High cognitive complexity: Function `attempt_load` has cognitive complexity 21 …
models/experimental.py:89
MED
COMP001
[COMP001] High cognitive complexity: Function `run` has cognitive complexity 21 (SonarSou…
classify/val.py:53
MED
DKR002
Dockerfile base image has no explicit tag
utils/google_app_engine/Dockerfile:1
MED
DKR017
Dockerfile installs dependencies after copying the full source tree
utils/docker/Dockerfile:33
MED
MINED124
requirements.txt: `packaging # Migration of deprecated pkg_resources packages` has no ve…
requirements.txt:42
MED
MINED124
requirements.txt: `psutil # system resources` has no version pin
requirements.txt:10
MED
GHSA-q34m-jh98-gwm2
werkzeug: GHSA-q34m-jh98-gwm2
utils/google_app_engine/additional_requ…
MED
GHSA-hgf8-39gv-g3f2
werkzeug: GHSA-hgf8-39gv-g3f2
utils/google_app_engine/additional_requ…
MED
GHSA-f9vj-2wh5-fj8j
werkzeug: GHSA-f9vj-2wh5-fj8j
utils/google_app_engine/additional_requ…
MED
GHSA-87hc-h4r5-73f7
werkzeug: GHSA-87hc-h4r5-73f7
utils/google_app_engine/additional_requ…
MED
GHSA-29vq-49wr-vm6x
werkzeug: GHSA-29vq-49wr-vm6x
utils/google_app_engine/additional_requ…
MED
GHSA-887c-mr87-cxwp
torch: GHSA-887c-mr87-cxwp
requirements.txt
MED
GHSA-gc5v-m9x4-r6x2
requests: GHSA-gc5v-m9x4-r6x2
requirements.txt
MED
GHSA-9hjg-9r4m-mvj7
requests: GHSA-9hjg-9r4m-mvj7
requirements.txt
MED
GHSA-r73j-pqj5-w3x7
pillow: GHSA-r73j-pqj5-w3x7
requirements.txt
MED
GHSA-x3rm-644h-67m8
opencv-python: GHSA-x3rm-644h-67m8
requirements.txt
MED
GHSA-hxfw-jm98-v4mq
opencv-python: GHSA-hxfw-jm98-v4mq
requirements.txt
MED
DKR009
Dockerfile separates apt update from install
utils/docker/Dockerfile:14
MED
DKR013
Dockerfile ADD downloads remote content
utils/docker/Dockerfile:10
MED
DKR001
Docker final stage has no non-root USER
utils/google_app_engine/Dockerfile:1
MED
DKR001
Docker final stage has no non-root USER
utils/docker/Dockerfile:7
MED
DKR014
Dockerfile copies broad context with incomplete .dockerignore
utils/docker/Dockerfile:28
MED
AGT015
Remote install command pipes network code directly to a shell
data/scripts/get_imagenet.sh:45
MED
SEC005
[SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.
utils/downloads.py:29
LOW
AIC003
Duplicated implementation block across source files
val.py:37
LOW
AIC003
Duplicated implementation block across source files
val.py:7
LOW
AIC003
Duplicated implementation block across source files
utils/segment/plots.py:21
LOW
AIC003
Duplicated implementation block across source files
utils/segment/loss.py:15
LOW
AIC003
Duplicated implementation block across source files
utils/segment/augmentations.py:21
LOW
AIC003
Duplicated implementation block across source files
utils/loggers/comet/hpo.py:40
LOW
AIC003
Duplicated implementation block across source files
train.py:46
LOW
AIC003
Duplicated implementation block across source files
segment/predict.py:91
LOW
AIC003
Duplicated implementation block across source files
segment/predict.py:35
LOW
AIC003
Duplicated implementation block across source files
detect.py:239
LOW
AIC003
Duplicated implementation block across source files
classify/val.py:8
LOW
WEB005
robots.txt does not advertise a sitemap
.github/workflows/links.yml
LOW
DKR010
Dockerfile leaves apt package indexes in the image layer
utils/google_app_engine/Dockerfile:13
LOW
DKR012
Dockerfile keeps pip download cache
utils/google_app_engine/Dockerfile:18
LOW
DKR011
Dockerfile installs recommended OS packages
utils/google_app_engine/Dockerfile:13
LOW
DKR008
.dockerignore misses sensitive defaults
.dockerignore
LOW
DKR012
Dockerfile keeps pip download cache
utils/docker/Dockerfile:33
LOW
DKR012
Dockerfile keeps pip download cache
utils/docker/Dockerfile:32
LOW
DKR011
Dockerfile installs recommended OS packages
utils/docker/Dockerfile:15
INFO
MINED069
[MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files.
utils/flask_rest_api/restapi.py:71
INFO
MINED067
[MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f…
utils/flask_rest_api/example_request.py:15
INFO
MINED067
[MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f…
utils/downloads.py:35
INFO
MINED050
[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…
utils/loggers/wandb/wandb_utils.py:149
INFO
MINED050
[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…
utils/__init__.py:23
INFO
MINED043
[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr…
data/scripts/get_coco.sh:41
INFO
MINED043
[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr…
classify/predict.py:91