{"ID":2859591,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2510.06445","arxiv_id":"2510.06445","title":"A Survey on Agentic Security: Applications, Threats and Defenses","abstract":"In this work we present the first holistic survey of the agentic security landscape, structuring the field around three fundamental pillars: Applications, Threats, and Defenses. We provide a comprehensive taxonomy of over 160 papers, explaining how agents are used in downstream cybersecurity applications, inherent threats to agentic systems, and countermeasures designed to protect them. A detailed cross-cutting analysis shows emerging trends in agent architecture while revealing critical research gaps in model and modality coverage. A complete and continuously updated list of all surveyed papers is publicly available at https://github.com/kagnlp/Awesome-Agentic-Security.","short_abstract":"In this work we present the first holistic survey of the agentic security landscape, structuring the field around three fundamental pillars: Applications, Threats, and Defenses. We provide a comprehensive taxonomy of over 160 papers, explaining how agents are used in downstream cybersecurity applications, inherent thre...","url_abs":"https://arxiv.org/abs/2510.06445","url_pdf":"https://arxiv.org/pdf/2510.06445v2","authors":"[\"Asif Shahriar\",\"Md Nafiu Rahman\",\"Sadif Ahmed\",\"Farig Sadeque\",\"Md Rizwan Parvez\"]","published":"2025-10-07T20:32:20Z","proceeding":"cs.CL","tasks":"[\"cs.CL\",\"cs.AI\",\"cs.CR\"]","methods":"[]","has_code":false,"code_links":[{"ID":608651,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_id":2859591,"paper_url":"https://arxiv.org/abs/2510.06445","paper_title":"A Survey on Agentic Security: Applications, Threats and Defenses","repo_url":"https://github.com/kagnlp/Awesome-Agentic-Security","is_official":false,"mentioned_in_paper":false,"mentioned_in_github":true,"github_stars":0}]}