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This paper presents two machine learning frameworks for detecting LDAP reconnaissance attacks: an ML classifier using weak supervision to predict malicious queries and a statistical hypothesis-testing method for mining novel malicious signatures, achieving practical detection performance.
A GitHub repository providing 144 offensive security skills for reconnaissance and penetration testing, field-validated across 600+ targets in 45+ sectors, covering web enumeration, email security, Google dorks, cloud IAM, and more.
Web-Check is a free, open-source website reconnaissance tool. Enter a URL and it extracts DNS records, server architecture, frameworks, CMS, open ports, subdomains, and more—ideal for developers and security researchers.
Introduce the open-source OSINT tool Maigret, which can automatically scan over 3,000 websites by entering a username, generate a complete person profile, and support AI summaries. Suitable for legitimate investigation use.
SpiderFoot is an open source intelligence (OSINT) automation tool with over 200 modules for data collection and analysis, usable via web UI or command line.
Flowsint is an open-source graph-based OSINT investigation tool that enables relationship exploration and automated enrichment across domains, IPs, organizations, and more.