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researcher

F. Kabanza

12 papers hereh-index 232.7k citations110 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.LG4
  • cs.CR2
  • cs.CL1
  • q-fin.ST1

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedDecision-Theoretic Planning with non-Markovian Rewards

70 citations · 105 across the 12 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2024

Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective

Jean Marie Tshimula, Xavier Ndona, D'Jeff K. Nkashama +4

Jailbreak prompts pose a significant threat in AI and cybersecurity, as they are crafted to bypass ethical safeguards in large language models, potentially enabling misuse by cyber…

cs.CR2022★ 7 cited

Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems

D'Jeff Kanda Nkashama, Arian Soltani, Jean-Charles Verdier +3

Recently, advances in deep learning have been observed in various fields, including computer vision, natural language processing, and cybersecurity. Machine learning (ML) has demon…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.