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GhostNet AI — Phishing & Impersonation Detector
GhostNet AI is an autonomous threat intelligence system built for security and brand protection teams. Every day, attackers register typosquatted domains, clone legitimate websites, and create fake social media profiles to defraud customers and steal credentials — and most companies only discover this after the damage is done. GhostNet AI flips that timeline. Given a company's brand name, official domain, and social handles, the system automatically deploys a multi-stage detection pipeline powered by Bright Data's live web infrastructure. First, the SERP API runs targeted searches across Google and Bing — queries like "[brand] login", "[brand] customer support", and "[brand] official site" — surfacing results that do not belong to the real company. Second, the Web Unlocker accesses social platforms and domain registrar data to identify fake profiles and typosquatted domain variations (character swaps, added words, homoglyph substitutions). Third, the Scraping Browser captures full-page screenshots of each suspicious URL as timestamped evidence. Every detected threat is passed to Claude, which scores it on threat type (phishing, fraud, brand dilution), confidence level, and urgency. Claude then auto-drafts a takedown report per threat — including the evidence screenshot, the relevant abuse contact or registrar email, and a ready-to-send cease-and-desist notice. The result is a live threat dashboard that any security or legal team can act on immediately, turning a process that previously took days of manual searching into a sub-two-minute automated workflow. GhostNet AI is built for the Security and Compliance track, addressing the real enterprise problem of brand impersonation at scale — with live web data as its core intelligence layer.
31 May 2026
RedQuest
In the high-stakes theater of emergency medicine, where the margin between life and death is often measured in the fleeting seconds of the "Golden Hour," RedQuest emerges as a revolutionary digital lifeline designed to dismantle the logistical barriers that have historically paralyzed the blood donation process. The platform functions as a sophisticated, real-time ecosystem that harmonizes the needs of desperate requesters with the altruism of nearby compatible donors, all while neutralizing the single greatest enemy of urban healthcare: traffic congestion. By deploying a dedicated fleet of rapid-response motorcycle riders, RedQuest ensures that a donor’s willingness to give is never thwarted by the gridlock of a city, providing a specialized "Life-Link" that physically transports the hero of the hour directly to the hospital bedside within minutes of a request being authenticated. This isn't merely a matching service; it is an end-to-end intervention strategy that utilizes advanced AI-driven algorithms to verify blood types, Rh factors, and donor eligibility in milliseconds, offering a "Pulse" dashboard for medical professionals to track the incoming donation with surgical precision. Beyond the technical mechanics, RedQuest fosters a resilient community through its unique "Karma Point" system, incentivizing a culture of consistent giving and transforming the act of donation from a frantic, one-off emergency response into a sustainable, gamified habit for "Vanguards" who stand ready to serve. By integrating identity verification, health-passports, and first-aid-trained riders into one seamless interface, RedQuest provides an unprecedented level of security and trust in a sector where reliability is non-negotiable. As we look toward a future defined by the democratization of life-saving resources, RedQuest represents the pinnacle of human-centric logistics—a world where no heartbeat is silenced simply because the solution was stuck in traffic.
19 May 2026
