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This research delves into the realm of dark web security, employing the innovative Dark Forest protocol enriched by the robustness of Elliptic Curve Cryptography (ECC) and augmented through the finesse of Particle Swarm Optimization (PSO). The Dark Forest protocol, designed to bolster privacy and security in Ethereum transactions, mitigates front-running attacks and shields transaction details from malicious scrutiny. Integrating ECC fortifies communication channels and transactions by leveraging elliptic curve algebraic properties, while PSO optimizes critical parameters, harmonizing security and efficiency. This multidimensional analysis harmonizes these components, scrutinizing their synergistic potential. Through meticulous simulations and evaluations, the study unveils novel insights into the interplay between dark web security, ECC, and PSO, offering a comprehensive perspective on the intricacies of safeguarding sensitive transactions and data in the obscured domains of the digital landscape.

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Dark Web Security Analysis Using Dark Forest with Elliptical Curve Cryptograph and Optimization Measure Analysis Using PSO

  • 会议论文

  • 发表日期：

    2025年

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  • Vinod Babu Bollikonda,
  • K. V. D. Kiran

摘要

This research delves into the realm of dark web security, employing the innovative Dark Forest protocol enriched by the robustness of Elliptic Curve Cryptography (ECC) and augmented through the finesse of Particle Swarm Optimization (PSO). The Dark Forest protocol, designed to bolster privacy and security in Ethereum transactions, mitigates front-running attacks and shields transaction details from malicious scrutiny. Integrating ECC fortifies communication channels and transactions by leveraging elliptic curve algebraic properties, while PSO optimizes critical parameters, harmonizing security and efficiency. This multidimensional analysis harmonizes these components, scrutinizing their synergistic potential. Through meticulous simulations and evaluations, the study unveils novel insights into the interplay between dark web security, ECC, and PSO, offering a comprehensive perspective on the intricacies of safeguarding sensitive transactions and data in the obscured domains of the digital landscape.