paperMarch 2026Unreviewed

Quantum Frontiers

Shruti Bamboria, Kiran R. Dodiya, Kapil Kumar

Advances in Computational Intelligence and Robotics

Abstract

This chapter examines the intersection of quantum computing, cybersecurity, and adversarial machine learning (AML), outlining both transformative opportunities and emerging risks. Quantum computing, leveraging superposition and entanglement, offers unparalleled computational speed-ups but simultaneously threatens classical cryptographic protocols via Shor's and Grover's algorithms. Meanwhile, AML reveals vulnerabilities in machine learning systems through evasion, poisoning, and inference attack

Framework mappings

OWASP Top 10 for LLM Applications

LLM04Data and Model Poisoning

MITRE ATLAS

AML.T0020Poison Training Data

Suggested from the entry's categories.

Cite

@article{bamboria2026quantum,
  title = {{Quantum Frontiers}},
  author = {Shruti Bamboria and Kiran R. Dodiya and Kapil Kumar},
  year = {2026},
  month = mar,
  journal = {Advances in Computational Intelligence and Robotics},
  doi = {10.4018/979-8-3373-4347-1.ch013},
  url = {https://doi.org/10.4018/979-8-3373-4347-1.ch013}
}