{
  "video_id": "2606.30360",
  "channel": "cs.LG",
  "title": "On the Vulnerability of Parameter-Level Defenses to Model Merging",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
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  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Rigorose Sicherheitsanalyse von Model-Merging-Defenses mit neuer Attack-Methode + Gegenmaßnahme; relevante Parameter-Manipulation für LLM-Distribution/Engineering; substanzhaltig und Code-verfügbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0017920000000000002,
  "triaged_at": "2026-06-30T15:01:28.304718+00:00"
}