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Nishant Tyagi

Independent

SCHOLARLY PAPERS

2

DOWNLOADS

46

TOTAL CITATIONS

0

Ideas:
“  My research addresses cybersecurity, artificial intelligence, and their intersection. Active themes include security, robustness, and evaluation of AI systems, and the application of AI to cybersecurity.  ”

Scholarly Papers (2)

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1.

SoK: AI-Assisted Threat Intelligence Pipelines -A Taxonomy and Research Agenda for the Agentic Transition

Not applicable. This manuscript has not previously appeared in, nor been accepted to appear in, any paper series, journal, or book.
Number of pages: 37 Posted: 05 Jun 2026
Nishant Tyagi
Independent
Downloads 26

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Cyber Threat Intelligence, Agentic AI, Security Operations, Human Ai Collaboration, Prompt Injection, Adversarial Machine Learning, Systematization of Knowledge

2.

Static Quality Assessment of Sigma Detection Rules: Framework and Empirical Evaluation

https://doi.org/10.5281/zenodo.20371761
Number of pages: 24 Posted: 05 Jun 2026 Last Revised: 06 Jun 2026
Nishant Tyagi
Independent
Downloads 20

Abstract:

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Sigma Rules, Detection Engineering, Detection-as-code, SIEM, Security Operations, Static Analysis, Rule Quality, Cyber Threat Detection, False-positive Risk, MITRE ATT&CK, Pysigma, Cybersecurity Measurement, Reproducible Evaluation, Seeded-defect Benchmark, Security Analytics