Abir BALA

Dr. Abir BALA


Research Focus & Metrics

Academic Career Length

2Years (2025-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
27 November 2025 in Engineering Proceedings
Verified
Conference Paper
Open access
PDF file
ABAbir BALA
Abir BALA
BEBrahim Elbhiri
Brahim Elbhiri
ABAyoub Bahnasse
Ayoub Bahnasse
MMMouaad Mohy-eddine
Mouaad Mohy-eddine
Cybersecurity has evolved significantly over the years, with a growing interest in biologically inspired models that emulate the immune system’s defense mechanisms. This paper provides a comparative analysis of various immunity-based approaches in cybersecurity, tracking their progression from their inception to the present. It explores the strengths and limitations of these methods across different cybersecurity areas, such as intrusion detection, malware analysis, and network protection. By reviewing foundational research, recent advancements, and existing challenges, this study aims to offer a well-rounded perspective on the effectiveness and constraints of immunity-driven strategies in protecting modern digital infrastructure. Additionally, it highlights emerging trends and future directions, stressing the importance of integrating these approaches with machine learning and other advanced technologies to strengthen cybersecurity resilience.

2 July 2026
Verified
Book Chapter
Closed access
PDF file
ASArian Soltani
Arian Soltani
ABAbir BALA
Abir BALA
DNDjeff Kanda Nkashama
Djeff Kanda Nkashama
Pierre-Martin TardifPierre-Martin Tardif
Pierre-Martin Tardif
ABAyoub Bahnasse
Ayoub Bahnasse
FKFroduald Kabanza
Froduald Kabanza