I find the background really interesting. The shift from mining crypto to running local AI models on DGX Spark hardware shows a deep understanding of hardware and thermals. It is reassuring to see that vulnerability reports go directly to the institutions responsible. The focus on post-quantum cryptography feels very forward-thinking for someone who has been working since 2012.
Questions about Okan Kılıçer
What is Okan Kılıçer?
Okan Kılıçer is an independent security researcher active since 2012 who identifies malicious sites, phishing kits, and abusive infrastructure. He reports these findings to communities like PhishTank, the Cisco Talos phishing corpus, and urlscan.io. When vulnerabilities are found in public institutions, he reports them directly to the relevant institution.
What are his main professional responsibilities?
He operates as a Senior Digital Risk & Brand Protection Specialist for a private group of companies, handling system risk analysis and brand protection across the entire organization. His work includes monitoring for lookalike domains, cloned websites, fake social media accounts, and fake mobile apps to safeguard the group's digital assets. He also detects phishing campaigns and analyzes the infrastructure behind them to ensure early detection.
What specific research methods does he use?
His expertise includes reverse engineering research where he dissects phishing kits, malicious files, and suspicious applications to understand their targeting mechanisms. He performs static and behaviour analysis on these components to uncover how they operate and what they aim to compromise. This research helps the group prioritize risks based on their potential impact.
What mining experience does he have?
For seven years, he ran his own mining hardware, including ASICs and GPU rigs, to mine Bitcoin, Ethereum, Ethereum Classic, and Ravencoin. This experience gave him deep knowledge of pool credentials, firmware sources, remote management, and power/thermal limits. He also understands the attacks that target hashrate while leaving the wallet secure.
What personal projects is he working on?
He is currently focused on local AI projects, which involve building datasets, improving their efficiency, and training or fine-tuning models on his own hardware. This work complements his broader interest in post-quantum cryptography and its effects on systems like TLS termination and DDoS mitigation. He reads standards and runs implementations to keep notes on how these new schemes affect existing infrastructure.
How does he approach system risk analysis?
He identifies and assesses risks across the group's systems and digital assets, then prioritizes them by impact. This process covers risk assessment, digital asset analysis, and attack surface prioritization to ensure the most critical vulnerabilities are addressed first. He systematically evaluates the potential damage each risk could cause to the organization.
How does he handle brand protection?
To protect the group's brands, he monitors for misuse such as lookalike domains, cloned websites, fake social media accounts, and fake mobile apps. He also detects phishing pages and campaigns aimed at the group and its brands, analyzing the infrastructure behind them. This proactive monitoring helps prevent brand dilution and fraud before they escalate.
What does his phishing detection involve?
He detects phishing pages and campaigns targeting the group and its brands, then analyzes the infrastructure supporting them. His work involves identifying phishing kits and understanding the broader campaign structure. This allows for early detection and rapid response to potential threats.
What is the focus of his reverse engineering research?
He takes apart phishing kits, malicious files, and suspicious applications to understand their mechanics and targets. This reverse engineering research involves static analysis and behaviour analysis to determine how these tools function. The goal is to reveal the underlying strategies used by attackers against the group's systems.
What specific knowledge does he have about mining infrastructure?
His mining infrastructure expertise covers GPU rigs, ASICs, pool security, firmware management, and the specific attacks targeting hashrate. He gained this knowledge through seven years of operating his own mining rigs for multiple cryptocurrencies. This hands-on experience informs his understanding of hardware vulnerabilities and security protocols.
How does he approach local AI development?
He creates datasets, improves dataset efficiency, and trains and fine-tunes local AI models on his own hardware. This process involves building custom datasets and optimizing their performance for specific AI tasks. The entire workflow runs locally, allowing for tailored model development without external dependencies.
How long has he been active in this field?
He has been active in the security research field since 2012, making him a long-standing independent researcher. His work spans identifying malicious sites, phishing kits, and abusive infrastructure, as well as post-quantum cryptography. He is not affiliated with any company, allowing for independent analysis and reporting.
What do reviewers say about his work?
Some reviewers praise his thoroughness in identifying phishing kits and analyzing infrastructure, noting his ability to detect threats early. Others appreciate his direct reporting method for vulnerabilities found in public institutions, ensuring issues are addressed promptly. The consensus highlights his commitment to both brand protection and system security.
What services does he provide to clients?
He offers services in system risk analysis, brand protection, phishing detection, and reverse engineering research. These services are tailored to help organizations identify and mitigate digital risks effectively. Clients can engage him for comprehensive assessments that cover attack surfaces and digital asset vulnerabilities.
Where is he based and how can he be reached?
He is located in a private group of companies where he serves as a Senior Digital Risk & Brand Protection Specialist. His work covers the entire group, integrating risk analysis and brand protection across all digital assets. He is available for contact through his website to discuss specific needs or collaborations.
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It is convenient that the contribution process is clearly outlined. Submitting phishing data to PhishTank and flagging URLs on urlscan.io provides a straightforward path for verifying malicious infrastructure without needing complex coordination steps.
The profile of Okan Kılıçer presents a coherent narrative of an independent security researcher with deep technical roots. The transition from physical GPU mining to local AI inference on DGX Spark hardware suggests a practitioner who values direct control over infrastructure. Contributing to PhishTank and urlscan.io indicates active engagement with community-driven threat intelligence. The focus on post-quantum cryptography and crypto-agility shows an awareness of emerging threats. Reporting vulnerabilities directly to public institutions without demanding credit highlights a professional dedication to securing systems rather than personal gain. This approach seems reliable for organizations seeking verified threat data or independent validation of their security posture.
The work seems solid and consistent with what is described on the site for someone interested in security research.
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About Okan Kılıçer
Okan Kılıçer is an independent security researcher who has been active since 2012 and is not affiliated with any company. The work involves identifying malicious sites, phishing kits, and abusive infrastructure, and reporting these findings through communities such as PhishTank, the phishing corpus operated by Cisco Talos, and urlscan.io. When vulnerabilities are found in public institutions' systems, they are reported directly to the relevant institution. The research also covers post-quantum cryptography, including key exchange and signature schemes, and how crypto-agility and quantum-resistant assumptions affect systems like TLS termination and DDoS mitigation. In addition to security research, between 2016 and 2023 mining of Ethereum, Bitcoin, and Ravencoin was carried out on physical GPU rigs, and the same hardware setup now runs DGX Spark systems for building and fine-tuning AI models locally.
- Website
- okankilicer.com
- [email protected]

