
Developed an end-to-end TRACE Web Scraping & Credential Generator Platform in the LeonG19/CS4311_TRACE_Epsilon_Spring2025 repository, delivering backend services for web crawling, fuzzing, brute-forcing, and an AI-driven credential generator, alongside a SvelteKit frontend for scan configuration and launch. Implemented persistent, job-based execution and streaming results with robust storage to support multi-tenant workflows. Enhanced risk prioritization by adding crawler severity metrics and stabilized the release through code cleanup and improved integration points. Expanded the platform with a unified Previous Results view, enabling cross-tool results loading and session-based navigation. Work utilized Python, JavaScript, FastAPI, and Svelte for full-stack development.
May 2025 monthly summary focusing on delivering a centralized Previous Results view across tools, enabling unified viewing and filtering of past scans across Crawler, HTTPTester, SQL Injector, and DB Enumerator, with per-tool rendering and session-based navigation. Implemented checkpoint persistence and completed cross-tool results loading. Cleaned up debugging artifacts to improve stability.
May 2025 monthly summary focusing on delivering a centralized Previous Results view across tools, enabling unified viewing and filtering of past scans across Crawler, HTTPTester, SQL Injector, and DB Enumerator, with per-tool rendering and session-based navigation. Implemented checkpoint persistence and completed cross-tool results loading. Cleaned up debugging artifacts to improve stability.
2025-04 Monthly Summary for LeonG19/CS4311_TRACE_Epsilon_Spring2025: Delivered an end-to-end TRACE Web Scraping & Credential Generator Platform with backend services for web crawling, fuzzing, and brute-forcing, plus an AI-driven credential generator and a frontend UI to configure and launch scans. Subsequent commits added crawler severity, persistent job-based execution, and streaming results with robust persistence and project-scoped storage. Implemented crawl-state persistence across page navigations and resolved conflicts to stabilize the release. The work accelerates automated security testing, enabling scalable, real-time insights for risk prioritization.
2025-04 Monthly Summary for LeonG19/CS4311_TRACE_Epsilon_Spring2025: Delivered an end-to-end TRACE Web Scraping & Credential Generator Platform with backend services for web crawling, fuzzing, and brute-forcing, plus an AI-driven credential generator and a frontend UI to configure and launch scans. Subsequent commits added crawler severity, persistent job-based execution, and streaming results with robust persistence and project-scoped storage. Implemented crawl-state persistence across page navigations and resolved conflicts to stabilize the release. The work accelerates automated security testing, enabling scalable, real-time insights for risk prioritization.

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