detecting-ai-model-prompt-injection-attacks
costrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skillsDetects prompt injection using regex signature matching, heuristic scoring for structural anomalies, and DeBERTa-based transformer classification, flagging…
Scores out of 100 · grade A
2026-08-15Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score24/100
- 52 stars on the source repo.
Documented
15% of the score100/100
- 893 words with worked examples.
- Ships 3 bundled files.
Install
npx skills add costrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills/detecting-ai-model-prompt-injection-attacksWhat it says it does
Detects prompt injection using regex signature matching, heuristic scoring for structural anomalies, and DeBERTa-based transformer classification, flagging direct injections (system-prompt overrides, role-play escapes) and indirect injections (encoded payloads, obfuscation) per OWASP LLM Top 10 (LLM01:2025). Use for input validation layers in chatbots/agents/RAG pipelines, or for retrospectively classifying injection attempts in logs or incident investigations.
Also in costrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| hunting-bootkits-in-efi-system-partitioncostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago | |
| abusing-dpapi-for-credential-accesscostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago | |
| abusing-shadow-credentials-for-privesccostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago | |
| acquiring-disk-image-with-dd-and-dcflddcostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago | |
| analyzing-apt-group-with-mitre-navigatorcostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago | |
| analyzing-browser-forensics-with-hindsightcostrict-plugins-repo/mukul975-anthropic-cybersecurity-skills-cybersecurity-skills | clean | Skill | 52 stars | 4 days ago |
Other ai & agents skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| mcp-builderanthropics/skills | No license | AI & agents | 104,949 installs | today | |
| agent-developmentanthropics/claude-plugins-official | clean | AI & agents | 5,901 installs | today | |
| plugin-settingsanthropics/claude-plugins-official | clean | AI & agents | 5,465 installs | today | |
| skill-creatoranthropics/claude-plugins-official | clean | AI & agents | 5,836 installs | today | |
| microsoft-foundrymicrosoft/azure-skills | clean | AI & agents | 544,819 installs | today | |
| claude-apianthropics/skills | No license | AI & agents | 59,236 installs | today |
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