Research Papers

Shared entities / Same source

Agent Safety (Exceptional Day)

Both cover Asymmetric Goal Drift, Defensive Refusal Bias, MOSAIC, Sleeper Cell; cite the same source (arXiv 2603.01246 — Defensive Refusal Bias, arXiv 2603.03205 — MOSAIC, arXiv 2603.03371 — Sleeper Cell).

Benchmarks & Evaluation

Both cover Knowledge, SkillCraft, ZeroDayBench; cite the same source (arXiv 2603.00718 — SkillCraft, arXiv 2603.02297 — ZeroDayBench, arXiv 2603.04370 — tau-Knowledge).

Techniques

Both cover Rubric, Supervised Critic; cite the same source (arXiv 2603.03410 — SynthID Vulnerabilities, arXiv 2603.03800 — Rubric-Supervised Critic, arXiv 2603.04355 — Optimal Transport Refusal).

SkillFortify supports Agent Skills / Shared entity: Research Papers / Same source domain / Shared topic / Earlier coverage

Research Papers

Linked by a graph relationship (SkillFortify supports Agent Skills); both cover Research Papers; reported by the same outlet (arxiv.org).

Shared entity: SkillFortify / Same source

Sleeper Cell Backdoors in Fine-Tuned Models: Poisoned LoRAs Pass All Benchmarks

Both cover SkillFortify; cite the same source (arXiv 2603.00195 — SkillFortify, arXiv 2603.03371 — Sleeper Cell).

SkillFortify supports MCP / Same source domain

Agent Skills in the Wild: 42,447 Skills Audited (arXiv 2601.10338)

Linked by a graph relationship (SkillFortify supports MCP); reported by the same outlet (arxiv.org).

Shared entity: SkillFortify / Same source / What happened next

SkillFortify documents a real campaign that pushed 1,200+ malicious skills into a public marketplace.

Both cover SkillFortify; cite the same source (arXiv 2603.00195 — SkillFortify); picks up the SkillFortify thread on 2026-06-20.

Shared entity: Research Papers / Same source domain / Shared topic / What happened next

Research Papers

Both cover Research Papers; reported by the same outlet (arxiv.org); overlapping topics (paper, research).