https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Thu, 25 Jun 2026 00:00:00 GMT https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty.en https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty.en Cases of AI automatically probing APIs at scale to uncover vulnerabilities are on the rise. From how fuzzing, differential analysis, and LLM-assisted triage work, to the asymmetry of attackers also using AI, the implications for defenders, ethics and responsible disclosure, we take a deep look at the present of automated security research. Thu, 25 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) devopssecurityaibug-bountyfuzzingvulnerability https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty.ja https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty.ja AI が API を大量に自動探査して脆弱性を発掘する事例が増えています。ファジング、差分分析、LLM 補助トリアージの仕組みから、攻撃者も AI を使う非対称性、防御側への含意、そして倫理と責任ある開示まで、自動化されたセキュリティ研究の現在を深く見ていきます。 Thu, 25 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) devopssecurityaibug-bountyfuzzingvulnerability https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty https://www.youngju.dev/blog/devops/2026-06-25-ai-driven-security-research-bug-bounty AI가 API를 대량으로 자동 탐침해 취약점을 발굴하는 사례가 늘고 있습니다. 퍼징과 차이 분석, LLM 보조 트리아지의 작동 원리부터 공격자도 AI를 쓰는 비대칭, 방어 측의 함의, 그리고 윤리와 책임공개까지 자동화된 보안 연구의 현재를 깊이 살펴봅니다. Thu, 25 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) devopssecurityaibug-bountyfuzzingvulnerability