{
  "annotation_id": "a80f6db0-d893-495f-b385-48e3fb0cc7f4",
  "date_created": "2026-02-17T05:53:08.181000Z",
  "date_modified": "2026-02-17T05:53:08.181000Z",
  "file_hash": "8c228428d0705b5403281ce567f8d917d0c5b4d6f1b6dfc41d43c9d119354798",
  "private": false,
  "record": {
    "abstract": "This paper provides a comprehensive literature review on the belief in false information, including misinformation, disinformation, and fake information. It addresses the increasing societal concern regarding false information, which is fueled by technological progress, especially advancements in artificial intelligence. This review systematically identifies and categorizes factors that influence the belief in false information. The review identifies 24 influence factors grouped into six main categories: demographic factors, personality traits, psychological factors, policy and values, media consumption, and preventive factors. Key findings highlight that lower education levels, high extraversion, low agreeableness, high neuroticism, and low cognitive reflection significantly increase belief in false information. The effectiveness of preventive strategies like labeling false information and promoting reflection about correctness is also discussed. This literature review conceptualizes belief in false information as a human-centered security risk in sociotechnical systems, as it can be exploited to manipulate decisions, undermine trust, and increase susceptibility to social engineering. It aims to inform preventive strategies that strengthen socio-technical security and societal resilience.",
    "arxiv_id": "2601.07016",
    "authors": [
      "Fabian Walke",
      "Thadd\u00e4a N\u00fcrnberger"
    ],
    "categories": [
      "cs.SI",
      "cs.AI",
      "cs.CR",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "title": "Belief in False Information: A Human-Centered Security Risk in Sociotechnical Systems",
    "url": "https://arxiv.org/abs/2601.07016",
    "version": "v1"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "63f5bd5f-c934-4edb-bc5d-5509497b867f",
    "id": "arXiv Dataset",
    "type": "Model",
    "variant": "snapshot-2026-01-17",
    "version": "0.1.0"
  },
  "user_id": 1000002
}