The Cyber Immune System: Harnessing Adversarial Forces for Security Resilience
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Abstract (arXiv)
Both parasites in biological systems and adversarial forces in cybersecurity are often perceived as threats: disruptive elements that must be eliminated. However, these entities play a critical role in revealing systemic weaknesses, driving adaptation, and ultimately strengthening resilience. This paper draws from environmental epidemiology and cybersecurity to reframe parasites and cyber exploiters as essential stress-testers of complex systems, exposing hidden vulnerabilities and pushing defensive innovations forward. By examining how biological and digital systems evolve in response to persistent threats, we highlight the necessity of adversarial engagement in fortifying security frameworks. The recent breach of the DOGE website serves as a timely case study, illustrating how adversarial forces, whether biological or digital, compel systems to reassess and reinforce their defenses.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Feb 2025.
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Citing papers per year: 2025: 3.
3 papers.
- 2025Engineering Risk-Aware, Security-by-Design Frameworks for Assurance of Large-Scale Autonomous AI Modelscited by 3
- 2025Operationalizing CaMeL: Strengthening LLM Defenses for Enterprise Deploymentcited by 0
- 2025Embedding Trust at Scale: Physics-Aware Neural Watermarking for Secure and Verifiable Data Pipelinescited by 0
- 2025Operationalizing CaMeL: Strengthening LLM Defenses for Enterprise Deployment28 May 2025
- 2025Embedding Trust at Scale: Physics-Aware Neural Watermarking for Secure and Verifiable Data Pipelines22 May 2025
- 2025Engineering Risk-Aware, Security-by-Design Frameworks for Assurance of Large-Scale Autonomous AI Models9 May 2025