What is the AGI in Offensive Security ?
Fuente:
arXiv
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866917226883317760 |
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| author | Cho, Youngwoong |
| author_facet | Cho, Youngwoong |
| contents | What is the AGI in Offensive Security? One can break it down into two questions : (1) any offensive security tasks could be reduced into symbolic language manipulation (language representation + reasoning), (2) powerful language model (LLM) are enough to "deal with" any symbolic language manipulation. This paper can formally model a target system as a state machine and a hacker as an interactive symbolic agent. And it shows that every interaction in an offensive engagement can be encoded as a finite string. This paper provides definitions, short lemmas, and open discussion. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2601_19968 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | What is the AGI in Offensive Security ? Cho, Youngwoong Cryptography and Security What is the AGI in Offensive Security? One can break it down into two questions : (1) any offensive security tasks could be reduced into symbolic language manipulation (language representation + reasoning), (2) powerful language model (LLM) are enough to "deal with" any symbolic language manipulation. This paper can formally model a target system as a state machine and a hacker as an interactive symbolic agent. And it shows that every interaction in an offensive engagement can be encoded as a finite string. This paper provides definitions, short lemmas, and open discussion. |
| title | What is the AGI in Offensive Security ? |
| topic | Cryptography and Security |
| url | https://arxiv.org/abs/2601.19968 |