llm-self-defense vs AutoDefense

Common questions

What is the difference between llm-self-defense and AutoDefense?

llm-self-defense: LLM Self Defense: By Self Examination, LLMs know they are being tricked. AutoDefense: AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks. See the comparison table for live GitHub stats and shared categories.

When should I choose llm-self-defense over AutoDefense?

Choose llm-self-defense over AutoDefense when License: llm-self-defense is BSD-3-Clause, AutoDefense is MIT; Also covers Developer Tools.

When should I choose AutoDefense over llm-self-defense?

Choose AutoDefense over llm-self-defense when License: AutoDefense is MIT, llm-self-defense is BSD-3-Clause; Also covers AI Agents; More GitHub stars (68 vs 52) - visibility, not fit.

When should I avoid llm-self-defense?

Last GitHub push was 782 days ago (dormant maintenance, May 21, 2024). Validate activity before betting a new project on llm-self-defense. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

When should I avoid AutoDefense?

Last GitHub push was 177 days ago (slowing maintenance, Jan 15, 2026). Validate activity before betting a new project on AutoDefense. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

Is llm-self-defense or AutoDefense more popular on GitHub?

AutoDefense has more GitHub stars (68 vs 52). Stars measure visibility, not whether either tool fits your constraints.

Are llm-self-defense and AutoDefense open source?

Yes - both are open-source projects on GitHub (llm-self-defense: BSD-3-Clause, AutoDefense: MIT).

Where can I find alternatives to llm-self-defense or AutoDefense?

GraphCanon lists graph-backed alternatives at llm-self-defense alternatives and AutoDefense alternatives (llm-self-defense markdown twin, AutoDefense markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, llm-self-defense or AutoDefense?

llm-self-defense: Dormant. AutoDefense: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for llm-self-defense and AutoDefense?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: llm-self-defense trust report; AutoDefense trust report.