---
title: "Research ideas tagged security"
description: "3 research idea notes tagged “security”."
url: https://scholar4ai.com/ideas/tags/security
markdown_url: https://scholar4ai.com/ideas/tags/security.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "3 research idea notes tagged “security”."
---

# Research ideas tagged “security”

3 research idea notes tagged “security”.

- [Prompt injection against financial agents](https://scholar4ai.com/ideas/prompt-injection-in-financial-agents.md) (2026-10-23, seed): Prompt injection, jailbreak attacks and LLM security appear on 37 recent papers, all in AI journals. Banks and brokers are deploying agents that read emails, documents and web pages and then act. A hidden instruction in a document can make such an agent move money or leak data. How exposed are deployed financial agents, and which defences hold? Tags: ai, security, finance.
- [Investment scams on social media](https://scholar4ai.com/ideas/investment-scams-on-social-media.md) (2026-10-23, seed): Financial fraud appears on 48 recent papers, but most study fraud by firms or fraud detection in transactions; only 6 carry a social-media, crypto, elderly or victim keyword, and "fraud victimization" on 5. Investment scams run through social platforms now cost households billions. Who falls for them, and what stops them? Tags: finance, households, security.
- [Deepfake detection outside the lab](https://scholar4ai.com/ideas/deepfake-detection-in-the-wild.md) (2026-10-23, seed): Deepfake detection appears on 45 recent papers and AI-generated image detection on 13, almost all in AI journals, with 23 papers in the last quarter against about 21 per quarter before. Detectors score well on the datasets they were built with and fail on the next generator. How well do they work on real fraud, elections and markets, and who should run them? Tags: ai, security, media.

## Cite this page

Scholar4AI. (2026). Research ideas tagged “security”. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/tags/security

```bibtex
@misc{scholar4ai-ideas-tags-security,
  author = {{Scholar4AI}},
  title = {Research ideas tagged “security”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/tags/security}},
  urldate = {2026-10-23},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).