mlsanityData to 7 Oct 2026

Chatbots in a Honeypot World

arXiv 2301.03771 ↗First posted 10 Jan 2023cs.CR cs.CY cs.LGcited by 9

Not on the map. Why?

Abstract (arXiv)

Question-and-answer agents like ChatGPT offer a novel tool for use as a potential honeypot interface in cyber security. By imitating Linux, Mac, and Windows terminal commands and providing an interface for TeamViewer, nmap, and ping, it is possible to create a dynamic environment that can adapt to the actions of attackers and provide insight into their tactics, techniques, and procedures (TTPs). The paper illustrates ten diverse tasks that a conversational agent or large language model might answer appropriately to the effects of command-line attacker. The original result features feasibility studies for ten model tasks meant for defensive teams to mimic expected honeypot interfaces with minimal risks. Ultimately, the usefulness outside of forensic activities stems from whether the dynamic honeypot can extend the time-to-conquer or otherwise delay attacker timelines short of reaching key network assets like databases or confidential information. While ongoing maintenance and monitoring may be required, ChatGPT's ability to detect and deflect malicious activity makes it a valuable option for organizations seeking to enhance their cyber security posture. Future work will focus on cybersecurity layers, including perimeter security, host virus detection, and data security.

Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). Builds on 4 of its 28 references that are in the map. First posted on arXiv 10 Jan 2023.

Builds on

4 of 28 references.

References · 4

  1. 2022Reasoning with Language Model Prompting: A Surveycited by 251
  2. 2022Targeted Phishing Campaigns using Large Scale Language Modelscited by 22
  3. 2022Chatbots in a Botnet Worldcited by 8
  4. 2016A Survey on Honeypot Software and Data Analysiscited by 7

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 5; 2024: 3; 2025: 0; 2026: 1.

9 papers.