AI SOC Q1 Journal and Peer-Reviewed Conference Collection
Selection Rule
- Journal: current SJR/JCR evidence에서 relevant category Q1임을 확인할 수 있는 venue를 우선했다.
- Conference: journal quartile을 적용하지 않고 established peer-reviewed security, usable-security, reliability venue로 구분했다.
- Direct AI SOC뿐 아니라 alert fatigue, CTI enrichment, incident triage, EDR alert reduction처럼 AI SOC의 핵심 단계와 강하게 연결되는 연구를 포함했다.
Saved Q1 Journal Papers
- [[raw/papers/acm-csur-alert-fatigue-soc-2025]]
- [[raw/papers/aecr-attack-technique-intelligence-llm-2025]]
- [[raw/papers/severity-triage-kill-chain-attack-graphs-2025]]
- [[raw/papers/journal-big-data-llm-soc-risk-management-2026]]
Saved Peer-Reviewed Conference Papers
- [[raw/papers/soups-llm-security-incident-response-2025]]
- [[raw/papers/raid-carbon-filter-alert-triage-2025]]
- [[raw/papers/issre-comet-llm-incident-triage-2024]]
Skipped As Existing
- [[01_Sources/ai-augmented-soc-survey-2025 - AI-Augmented SOC A Survey of LLMs and Agents for Security Operations]]
- [[01_Sources/xai-cybersecurity-operations-ndss - Explainable AI in Cybersecurity Operations]]
- [[01_Sources/soc-ai-companion-wosoc-2026 - SOC AI Companion]]
Excluded
- Unranked or unverifiable journals marketed as international venues.
- arXiv-only papers when the request specifically prioritized peer-reviewed publication.
- ICLR 2026 under-review CyberTeam version because acceptance status was not confirmed.
Recommended Ingest Order
- SOUPS incident-response user study
- ACM CSUR alert-fatigue survey
- RAID Carbon Filter
- JISA kill-chain attack-graph triage
- Computers & Security AECR
- Journal of Big Data deployment evaluation
- ISSRE COMET as an AIOps-adjacent comparator
Quartile Caveat
Quartile은 연도 × indexing service × subject category에 따라 변한다. 논문 투고나 평가 증빙에 사용할 때는 소속기관이 요구하는 JCR 또는 SJR 기준 연도를 다시 확인해야 한다.