AetherStream is an automated data ingestion and forensic preservation suite developed to consolidate disparate intelligence sources. Originally built to power the backend logic of the Designated Safeguarding Network, the framework provides a professional-grade interface for metadata analysis, network and physical address reconnaissance, and the immutable archival of web-based assets.
The project was engineered to solve the problem of high-pressure data loss during live incident response. It transitions typical functionality into a structured intelligence platform aligned with the NIST Incident Response lifecycle.
The primary component of AetherStream is a headless archival engine. It utilizes Selenium and the Chrome DevTools Protocol to interact with the browser's printing and rendering pipeline at a low level. To ensure reliability across varied network conditions, the engine implements a mobile-basic pivot—dynamically modifying request headers and URLs to force a lightweight, stable version of the target document. This results in high-fidelity PDF artifacts suitable for long-term retention and forensic auditing.
In other words: this means that web-based evidence can be permanently preserved - despite any arbitrary security limitations that may be imposed on the evidence, via the use of an emulated browser client (selenium).
AetherStream integrates with distributed breach repositories to perform automated credential exposure audits. By ingesting PII metadata, the framework allows security teams to identify leaked credentials in the wild, facilitating the mitigation of unauthorized access vectors and identity theft.
The framework includes specialized connectors for Layer-2 and Layer-7 telemetry:
AetherStream resolves OUI signatures to identify unauthorized hardware within a monitored perimeter. However, it does not consider locally-generated physical addresses which effectively anonymise the vendor - spitting potentially inaccurate results.
AetherStream ingests TXT, MX, and A records to detect infrastructure anomalies or domain hijacking attempts. This is a useful utility in order to quickly atomically fetch the DNS records of a particular domain.
AetherStream provides estimated locations based on provided IP address - resolving metadata inconsistencies and ensuring the location of threat actors and malicious clients are sourced accurately and without discrepancy.
This project is documented to demonstrate alignment with the Cyber Assessment Framework.
Monitoring leaked credentials to prevent perimeter compromise.
Ensuring the forensic integrity of data at rest through immutable archival.
Automating the detection of anomalous network metadata.
AetherStream is maintained under a strict ethical framework. All research and data handling protocols prioritize the Principle of Least Privilege (PoLP) and follow the NCSC standards for responsible disclosure. The framework is a testament to the maturation of technical aptitude into professional cybersecurity discipline.