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    Tag: Bot Defense

    Sep 22
    11 min read
    Adversarial Probing Defense: Stopping Automated Extraction Scrapers Targeting Agent APIs

    In traditional web application security, protecting public-facing APIs and data endpoints against automated scraping and credential-harvesting botnets is a foundational operational discipline. When malicious actors deploy automated scripts to crawl e-commerce pricing data, harvest user profiles, or scrape proprietary content, web infrastructure relies on a combination of IP rate-limiting, cryptographic challenge-response tokens (CAPTCHAs), TLS fingerprinting, […]