Nov 2026· AI Computer Science and Robotics Technology· 9 references
Web Application Security Vulnerabilities
Abstract
Static web server configurations face escalating cyber threats, yet complex moving target defense (MTD) solutions, such as IP randomization or virtual machine migration, remain prohibitive for smaller organizations due to resource constraints. This study presents a preliminary model for polymorphic service delivery (PSD), a lightweight MTD strategy utilizing standard Linux utilities to dynamically rotate web server daemons (Apache2, Lighttpd, and H2O) via destination network address translation. Focusing explicitly on simple, stateless web applications designed for text data delivery, this study hypothesized that high-frequency service rotation disrupts automated reconnaissance and scanner-dependent exploits without requiring complex network overlays. Following the design science research methodology, a PSD artifact was deployed in a live Internet-facing environment, recording 461,613 attacks among 636,166 Hypertext Transfer Protocol (HTTP) requests over four months. Controlled penetration testing and performance benchmarking evaluated a high-frequency 3-second rotation interval. Results demonstrate that PSD fundamentally disrupts stateful automated vulnerability scanners, inducing tool failures via connection resets and inconsistent server responses. While the system induces connection drops for active sessions during high-frequency rotation, the stateless nature of standard HTTP requests ensures adequate delivery of simple text-based web pages. Within the execution context, PSD probabilistically disrupts 93% of categorized server-specific attacks in the execution context by introducing temporal attack surface variability, providing a highly accessible defense mechanism that provides attack confusion, increases attacker costs, and effectively demonstrates advanced defense strategies for resource-constrained environments.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
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The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
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It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
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