--- title: "llm-self-defense trust report" type: "trust-report" slug: "poloclub-llm-self-defense" canonical_url: "https://www.graphcanon.com/tools/poloclub-llm-self-defense/trust" computed_at: "2026-07-11T23:41:34.098Z" maintenance_label: "Dormant" security_status: "findings" --- # llm-self-defense trust report _Sourced [trust signals](/glossary/trust-and-signals/trust-signal) from public GitHub metadata and optional dependency [security scans](/glossary/trust-and-signals/security-scan). Not a security guarantee._ ## Maintenance - Label: Dormant (18% recency signal) - Days since last push: 781 - Methodology: github_public_v1 ## Provenance - GitHub repo id: 769276768 - Not a fork - Owner type: Organization - Computed at: 2026-07-11T23:41:34.098Z - Methodology: github_public_v1 ## Security scan - Status: Findings present (0 critical, 0 high, 0 medium, 157 low) · last scan 2026-07-11T23:41:34.767Z ### Findings - **low**: GHSA-2fqr-mr3j-6wp8 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-2vrm-gr82-f7m5 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-3wq7-rqq7-wx6j (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-4fvr-rgm6-gqmc (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-4m7w-qmgq-4wj5 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-54jq-c3m8-4m76 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-5m98-qgg9-wh84 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-63hf-3vf5-4wqf (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-63hw-fmq6-xxg2 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-69f9-5gxw-wvc2 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-6jhg-hg63-jvvf (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-6mq8-rvhq-8wgg (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-7gpw-8wmc-pm8g (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-8495-4g3g-x7pr (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-9548-qrrj-x5pj (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-966j-vmvw-g2g9 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-9x8q-7h8h-wcw9 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-c427-h43c-vf67 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-fh55-r93g-j68g (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-g3cq-j2xw-wf74 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-g84x-mcqj-x9qq (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-hcc4-c3v8-rx92 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-hg6j-4rv6-33pg (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-hpj7-wq8m-9hgp (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-jg22-mg44-37j8 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-jj3x-wxrx-4x23 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-m5qp-6w8w-w647 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-m6qw-4cw2-hm4m (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-mqqc-3gqh-h2x8 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-mwh4-6h8g-pg8w (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-p998-jp59-783m (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-w2fm-2cpv-w7v5 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-xcgm-r5h9-7989 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1097 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1098 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1099 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1100 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1101 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1102 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1103 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1104 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1105 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1106 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1107 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-1109 (aiohttp@3.9.3 · requirements.txt) - **low**: PYSEC-2026-237 (aiohttp@3.9.3 · requirements.txt) - **low**: GHSA-2qfp-q593-8484 (Brotli@1.0.9 · requirements.txt) - **low**: GHSA-248v-346w-9cwc (certifi@2024.2.2 · requirements.txt) - **low**: PYSEC-2024-230 (certifi@2024.2.2 · requirements.txt) - **low**: GHSA-qmgc-5h2g-mvrw (filelock@3.13.1 · requirements.txt) - **low**: GHSA-w853-jp5j-5j7f (filelock@3.13.1 · requirements.txt) - **low**: PYSEC-2026-1374 (filelock@3.13.1 · requirements.txt) - **low**: PYSEC-2026-1375 (filelock@3.13.1 · requirements.txt) - **low**: GHSA-vqfr-h8mv-ghfj (h11@0.14.0 · requirements.txt) - **low**: PYSEC-2026-348 (h11@0.14.0 · requirements.txt) - **low**: GHSA-65pc-fj4g-8rjx (idna@3.4 · requirements.txt) - **low**: GHSA-jjg7-2v4v-x38h (idna@3.4 · requirements.txt) - **low**: PYSEC-2024-60 (idna@3.4 · requirements.txt) - **low**: PYSEC-2026-215 (idna@3.4 · requirements.txt) - **low**: GHSA-cpwx-vrp4-4pq7 (Jinja2@3.1.3 · requirements.txt) - **low**: GHSA-gmj6-6f8f-6699 (Jinja2@3.1.3 · requirements.txt) - **low**: GHSA-h75v-3vvj-5mfj (Jinja2@3.1.3 · requirements.txt) - **low**: GHSA-q2x7-8rv6-6q7h (Jinja2@3.1.3 · requirements.txt) - **low**: PYSEC-2026-1471 (Jinja2@3.1.3 · requirements.txt) - **low**: PYSEC-2026-1472 (Jinja2@3.1.3 · requirements.txt) - **low**: PYSEC-2026-1474 (Jinja2@3.1.3 · requirements.txt) - **low**: PYSEC-2026-1475 (Jinja2@3.1.3 · requirements.txt) - **low**: GHSA-4xh5-x5gv-qwph (pip@23.3.1 · requirements.txt) - **low**: GHSA-58qw-9mgm-455v (pip@23.3.1 · requirements.txt) - **low**: GHSA-6vgw-5pg2-w6jp (pip@23.3.1 · requirements.txt) - **low**: GHSA-jp4c-xjxw-mgf9 (pip@23.3.1 · requirements.txt) - **low**: GHSA-wf93-45jw-7689 (pip@23.3.1 · requirements.txt) - **low**: PYSEC-2026-1795 (pip@23.3.1 · requirements.txt) - **low**: PYSEC-2026-1796 (pip@23.3.1 · requirements.txt) - **low**: PYSEC-2026-196 (pip@23.3.1 · requirements.txt) - **low**: GHSA-7gcm-g887-7qv7 (protobuf@3.20.3 · requirements.txt) - **low**: GHSA-8qvm-5x2c-j2w7 (protobuf@3.20.3 · requirements.txt) - **low**: PYSEC-2026-1805 (protobuf@3.20.3 · requirements.txt) - **low**: PYSEC-2026-1806 (protobuf@3.20.3 · requirements.txt) - **low**: GHSA-5wvp-7f3h-6wmm (pyarrow@11.0.0 · requirements.txt) - **low**: PYSEC-2023-238 (pyarrow@11.0.0 · requirements.txt) - **low**: PYSEC-2024-161 (pyarrow@11.0.0 · requirements.txt) - **low**: GHSA-9hjg-9r4m-mvj7 (requests@2.31.0 · requirements.txt) - **low**: GHSA-9wx4-h78v-vm56 (requests@2.31.0 · requirements.txt) - **low**: GHSA-gc5v-m9x4-r6x2 (requests@2.31.0 · requirements.txt) - **low**: PYSEC-2026-1872 (requests@2.31.0 · requirements.txt) - **low**: PYSEC-2026-1873 (requests@2.31.0 · requirements.txt) - **low**: GHSA-5rjg-fvgr-3xxf (setuptools@68.2.2 · requirements.txt) - **low**: GHSA-cx63-2mw6-8hw5 (setuptools@68.2.2 · requirements.txt) - **low**: PYSEC-2025-49 (setuptools@68.2.2 · requirements.txt) - **low**: PYSEC-2026-1918 (setuptools@68.2.2 · requirements.txt) - **low**: GHSA-38vq-g6vr-w8wf (sentencepiece@0.1.99 · requirements.txt) - **low**: PYSEC-2026-1909 (sentencepiece@0.1.99 · requirements.txt) - **low**: GHSA-63cw-57p8-fm3p (pytorch@2.2.0 · requirements.txt) - **low**: PYSEC-2026-1856 (pytorch@2.2.0 · requirements.txt) - **low**: GHSA-g7vv-2v7x-gj9p (tqdm@4.65.0 · requirements.txt) - **low**: PYSEC-2026-1976 (tqdm@4.65.0 · requirements.txt) - **low**: GHSA-29pf-2h5f-8g72 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-37mw-44qp-f5jm (transformers@4.32.1 · requirements.txt) - **low**: GHSA-37q5-v5qm-c9v8 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-3863-2447-669p (transformers@4.32.1 · requirements.txt) - **low**: GHSA-4w7r-h757-3r74 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-59p9-h35m-wg4g (transformers@4.32.1 · requirements.txt) - **low**: GHSA-69w3-r845-3855 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-6rvg-6v2m-4j46 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-9356-575x-2w9m (transformers@4.32.1 · requirements.txt) - **low**: GHSA-fpwr-67px-3qhx (transformers@4.32.1 · requirements.txt) - **low**: GHSA-hxxf-235m-72v3 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-jjph-296x-mrcr (transformers@4.32.1 · requirements.txt) - **low**: GHSA-phhr-52qp-3mj4 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-q2wp-rjmx-x6x9 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-qq3j-4f4f-9583 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-qxrp-vhvm-j765 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-rcv9-qm8p-9p6j (transformers@4.32.1 · requirements.txt) - **low**: GHSA-v68g-wm8c-6x7j (transformers@4.32.1 · requirements.txt) - **low**: GHSA-wrfc-pvp9-mr9g (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2023-300 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2023-301 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2024-227 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2024-228 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2024-229 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-211 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-212 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-213 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-214 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-215 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-216 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-217 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-218 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2025-40 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1977 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1978 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1980 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1981 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1982 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1983 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1984 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1985 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1986 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1987 (transformers@4.32.1 · requirements.txt) - **low**: PYSEC-2026-1988 (transformers@4.32.1 · requirements.txt) - **low**: GHSA-2xpw-w6gg-jr37 (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-34jh-p97f-mpxf (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-38jv-5279-wg99 (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-gm62-xv2j-4w53 (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-pq67-6m6q-mj2v (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-qccp-gfcp-xxvc (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-141 (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-1994 (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-1995 (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-1996 (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-1998 (urllib3@2.1.0 · requirements.txt) - **low**: PYSEC-2026-1999 (urllib3@2.1.0 · requirements.txt) - **low**: GHSA-8rrh-rw8j-w5fx (wheel@0.41.2 · requirements.txt) - **low**: PYSEC-2026-2047 (wheel@0.41.2 · requirements.txt) - **low**: GHSA-jfmj-5v4g-7637 (zipp@3.17.0 · requirements.txt) - **low**: PYSEC-2026-2074 (zipp@3.17.0 · requirements.txt) ## Method and caveats These are heuristics from public GitHub data and optional dependency scans, sourced and dated. "No criticals found on 2026-07-11" is not a guarantee of safety. See the full methodology: [/trust-methodology](/trust-methodology.md). ## Common questions ### Is llm-self-defense maintained? GraphCanon rates llm-self-defense "Dormant" (18% maintenance signal from public GitHub metadata, computed today). Last push was 781 days ago. This is a recency heuristic, not a guarantee the project will stay maintained. ### Is llm-self-defense safe to use? Last scanned today (deps profile). Status: 157 low - 157 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify llm-self-defense as safe - review maintenance, provenance, and scan findings on this page before adopting. ### Is llm-self-defense a fork? No. llm-self-defense is not flagged as a fork in GitHub metadata at the time of the last refresh. ### Does llm-self-defense have known security vulnerabilities? Last scanned today (deps profile). Status: 157 low - 157 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. ### How often is the llm-self-defense trust report updated? Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed today (methodology github_public_v1). ### What does GraphCanon never claim about llm-self-defense? We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for llm-self-defense. Signals are sourced heuristics with explicit limits - see [trust methodology](/trust-methodology). ### How does GraphCanon assess trust for llm-self-defense? Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read [trust methodology](/trust-methodology) for full scope and limits. --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/tools/poloclub-llm-self-defense/trust`](/api/graphcanon/tools/poloclub-llm-self-defense/trust) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_